[2025-12-11T20:30:03.419274] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-11T20:30:03.587682] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-11T20:30:03.753509] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-11T20:30:03.919867] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-11T20:30:04.087349] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-11T20:30:04.087672] [WARN ] [STATE     ] State set to: WAITING
[2025-12-11T20:30:04.087727] [INFO ] [STATE     ] Checking service statuses...
[2025-12-11T20:30:04.093615] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:04.097100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:04.165185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:04.232873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:04.301155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:04.301302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:07.306139] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:07.309655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:07.313015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:07.316397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:07.319767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:07.319850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:10.324981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:10.328760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:10.332227] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:10.335710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:10.339364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:10.339436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:13.345075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:13.349141] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:13.353043] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:13.357206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:13.361189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:13.361261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:16.366602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:16.371247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:16.375309] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:16.379187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:16.382788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:16.382859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:19.387447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:19.391075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:19.394823] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:19.398504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:19.401954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:19.402034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:22.407152] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:22.410829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:22.414608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:22.418323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:22.421878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:22.421959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:25.426516] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:25.429947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:25.433292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:25.436641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:25.439942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:25.440021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:28.444607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:28.448728] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:28.452499] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:28.456229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:28.460039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:28.460141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:31.464898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:31.468675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:31.472359] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:31.475874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:31.479446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:31.479535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:34.484415] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:34.487988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:34.492065] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:34.495946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:34.499725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:34.499795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:37.505472] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:37.509230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:37.513193] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:37.516822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:37.520730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:37.520815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:40.526262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:40.530111] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:40.533554] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:40.537467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:40.541013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:40.541084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:43.548064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:43.553345] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:43.558770] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:43.563814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:43.568943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:43.569089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:46.573943] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:46.577299] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:46.580658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:46.584688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:46.588259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:46.588329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:49.593504] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:49.598015] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:49.601786] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:49.605511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:49.609198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:49.609286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:52.615262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:52.619845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:52.624033] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:52.627429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:52.630790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:52.630868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:55.635748] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:55.639159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:55.643238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:55.647142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:55.651038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:55.651127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:30:58.656343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:30:58.659917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:30:58.663249] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:30:58.666485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:30:58.669792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:30:58.669880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:01.675776] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:01.680917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:01.685793] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:01.690259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:01.694275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:01.694383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:04.699793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:04.703611] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:04.708480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:04.712864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:04.717266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:04.717360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:07.722342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:07.725741] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:07.729381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:07.732819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:07.736199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:07.736270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:10.740927] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:10.744537] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:10.747980] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:10.751446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:10.754934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:10.755013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:13.761796] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:13.768079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:13.775420] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:13.781801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:13.790381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:13.790551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:16.796418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:16.800900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:16.805933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:16.810252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:16.813936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:16.814026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:19.819061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:19.823050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:19.826831] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:19.830743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:19.834639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:19.834866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:22.840146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:22.844783] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:22.849508] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:22.854111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:22.858806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:22.858921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:25.863787] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:25.867282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:25.870888] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:25.874910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:25.878424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:25.878508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:28.884832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:28.889071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:28.894974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:28.901871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:28.908632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:28.908873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:31.914638] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:31.920744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:31.925286] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:31.930158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:31.934976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:31.935088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:34.940443] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:34.944505] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:34.949445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:34.954913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:34.959523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:34.959659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:37.964645] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:37.968160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:37.971947] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:37.975282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:37.978552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:37.978638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:40.985657] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:40.991146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:40.996738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:41.002322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:41.007435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:41.007611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:44.013406] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:44.018026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:44.022094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:44.025879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:44.030601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:44.030722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:47.036148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:47.040155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:47.043980] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:47.047773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:47.051555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:47.051662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:50.059046] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:50.064136] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:50.068842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:50.073176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:50.077391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:50.077473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:53.082177] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:53.085925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:53.089680] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:53.093262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:53.097094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:53.097388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:56.101852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:56.105475] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:56.109148] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:56.113542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:56.117683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:56.117799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:31:59.122751] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:31:59.126323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:31:59.129724] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:31:59.133587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:31:59.136818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:31:59.136894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:02.141771] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:02.146710] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:02.151179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:02.155637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:02.159903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:02.160007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:05.164664] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:05.168255] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:05.172016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:05.175779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:05.179532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:05.179634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:08.185630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:08.190166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:08.193860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:08.197768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:08.201819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:08.201911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:11.206887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:11.210328] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:11.213606] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:11.216749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:11.219949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:11.220016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:14.226040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:14.231246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:14.235626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:14.239443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:14.243260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:14.243342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:17.248142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:17.251861] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:17.255344] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:17.262344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:17.265788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:17.265875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:20.271369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:20.275730] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:20.279714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:20.283862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:20.287585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:20.287654] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:23.292709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:23.296112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:23.299469] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:23.302768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:23.306167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:23.306256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:26.312801] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:26.317003] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:26.320230] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:26.323564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:26.326773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:26.326837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:29.333551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:29.338831] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:29.343835] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:29.347808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:29.352023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:29.352137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:32.357338] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:32.361464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:32.365381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:32.369276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:32.372996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:32.373089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:35.377981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:35.381422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:35.386034] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:35.390245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:35.393984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:35.394053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:38.398990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:38.402479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:38.406109] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:38.409484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:38.412861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:38.412936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:41.419123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:41.424427] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:41.429796] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:41.434586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:41.438507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:41.438625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:44.442920] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:44.446767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:44.450431] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:44.453715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:44.456893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:44.456963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:47.461567] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:47.465321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:47.469194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:47.472910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:47.476495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:47.476594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:50.482179] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:50.486377] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:50.490173] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:50.493622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:50.497037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:50.497110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:53.502504] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:53.506803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:53.510841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:53.514343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:53.517690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:53.517777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:56.523366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:56.528529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:56.533331] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:56.538534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:56.543593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:56.543719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:32:59.548179] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:32:59.552128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:32:59.555838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:32:59.559140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:32:59.562524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:32:59.562635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:02.568331] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:02.573526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:02.577191] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:02.581187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:02.585225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:02.585308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:05.590341] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:05.594629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:05.598805] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:05.602636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:05.606666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:05.606735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:08.611389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:08.615186] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:08.618916] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:08.622558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:08.626154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:08.626251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:11.632595] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:11.637073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:11.641417] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:11.645547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:11.649773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:11.649889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:14.656192] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:14.661084] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:14.664947] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:14.668472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:14.672223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:14.672294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:17.677257] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:17.681356] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:17.685028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:17.688833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:17.692366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:17.692462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:20.697301] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:20.700671] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:20.704076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:20.707487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:20.711986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:20.712096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:23.716793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:23.720764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:23.725399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:23.730333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:23.735238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:23.735348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:26.742172] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:26.746623] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:26.750487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:26.754124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:26.757587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:26.757664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:29.762929] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:29.767790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:29.771504] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:29.775371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:29.778934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:29.779011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:32.783907] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:32.788551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:32.792619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:32.796869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:32.800855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:32.800940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:35.806655] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:35.810451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:35.814337] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:35.818115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:35.821851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:35.821928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:38.827130] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:38.831311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:38.835443] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:38.838953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:38.842341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:38.842412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:41.848352] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:41.852728] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:41.856733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:41.860861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:41.865049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:41.865163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:44.871548] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:44.876681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:44.881871] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:44.886059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:44.889449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:44.889515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:47.896012] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:47.899791] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:47.903292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:47.906628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:47.910364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:47.910461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:50.915334] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:50.919347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:50.923871] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:50.927973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:50.932196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:50.932293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:53.937144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:53.940783] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:53.944259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:53.947585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:53.950939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:53.951009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:56.956137] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:56.959648] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:56.962897] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:56.966640] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:56.970534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:56.970647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:33:59.976042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:33:59.979758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:33:59.983082] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:33:59.986616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:33:59.990476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:33:59.990549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:02.995735] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:02.999644] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:03.003347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:03.007115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:03.011067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:03.011164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:06.017152] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:06.021823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:06.090955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:06.160766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:06.229226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:06.229348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:09.234176] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:09.238288] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:09.241755] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:09.244897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:09.248041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:09.248109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:12.253185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:12.256464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:12.259629] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:12.263277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:12.267066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:12.267142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:15.271959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:15.275521] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:15.279078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:15.282686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:15.286152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:15.286228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:18.291110] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:18.294609] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:18.297951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:18.301179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:18.304476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:18.304543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:21.309208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:21.312678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:21.316245] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:21.319502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:21.322712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:21.322784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:24.328994] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:24.333278] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:24.337137] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:24.340825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:24.345191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:24.345294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:27.350929] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:27.354490] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:27.358129] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:27.361486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:27.364967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:27.365040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:30.369995] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:30.373560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:30.377056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:30.380443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:30.383705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:30.383787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:33.388545] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:33.392273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:33.395820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:33.399371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:33.402865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:33.402958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:36.408506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:36.412193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:36.416256] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:36.420181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:36.423912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:36.423985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:39.430077] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:39.434630] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:39.438872] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:39.443679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:39.448263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:39.448373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:42.453602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:42.457544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:42.461477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:42.465098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:42.468784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:42.468883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:45.473676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:45.477401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:45.481223] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:45.484932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:45.488862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:45.488961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:48.493667] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:48.497207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:48.500681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:48.504261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:48.507936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:48.508026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:51.515046] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:51.525001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:51.534809] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:51.540638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:51.546826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:51.546966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:54.552298] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:54.555952] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:54.559317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:54.562532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:54.565920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:54.565988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:34:57.572828] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:34:57.577711] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:34:57.581658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:34:57.585072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:34:57.588464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:34:57.588545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:00.594647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:00.600072] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:00.604937] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:00.609626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:00.614362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:00.614509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:03.619693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:03.623281] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:03.626714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:03.633861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:03.637536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:03.637631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:06.642045] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:06.646774] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:06.652359] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:06.657824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:06.662994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:06.663090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:09.669375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:09.674367] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:09.679568] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:09.684567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:09.691332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:09.691471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:12.697220] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:12.701767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:12.705587] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:12.709946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:12.714387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:12.714485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:15.719881] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:15.723448] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:15.726784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:15.730144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:15.733422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:15.733492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:18.738630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:18.742636] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:18.746177] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:18.749815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:18.753306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:18.753402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:21.758730] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:21.762755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:21.766411] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:21.769887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:21.773503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:21.773593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:24.778882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:24.783542] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:24.787493] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:24.791344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:24.795034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:24.795145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:27.799966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:27.803528] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:27.807081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:27.810600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:27.813981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:27.814059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:30.819142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:30.823212] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:30.826851] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:30.830708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:30.834413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:30.834502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:33.839682] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:33.843083] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:33.846870] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:33.850557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:33.854596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:33.854675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:36.859260] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:36.863014] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:36.867128] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:36.871301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:36.875493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:36.875595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:39.881392] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:39.886196] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:39.890018] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:39.893620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:39.897238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:39.897306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:42.902449] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:42.906402] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:42.910180] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:42.913901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:42.917479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:42.917586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:45.922207] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:45.926439] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:45.930663] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:45.934191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:45.938008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:45.938081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:48.942886] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:48.946730] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:48.950318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:48.953930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:48.957362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:48.957452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:51.962646] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:51.966517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:51.970080] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:51.973707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:51.977155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:51.977243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:54.982807] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:54.986724] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:54.991007] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:54.994932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:54.998277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:54.998347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:35:58.003939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:35:58.007877] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:35:58.011447] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:35:58.015048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:35:58.020294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:35:58.020466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:01.025827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:01.029771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:01.033486] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:01.037187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:01.040832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:01.040984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:04.045704] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:04.049640] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:04.053406] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:04.057057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:04.064721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:04.064836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:07.070552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:07.075381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:07.177639] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:07.182385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:07.187445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:07.187555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:10.192699] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:10.196947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:10.201992] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:10.207768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:10.213724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:10.213839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:13.218706] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:13.223131] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:13.227263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:13.231570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:13.236161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:13.236265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:16.241233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:16.244938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:16.248542] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:16.252239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:16.255908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:16.256013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:19.260799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:19.264471] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:19.268089] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:19.271780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:19.275460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:19.275570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:22.280651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:22.284875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:22.288948] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:22.293097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:22.297378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:22.297494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:25.302112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:25.305675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:25.309078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:25.312386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:25.315653] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:25.315725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:28.320692] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:28.324893] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:28.328466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:28.331903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:28.335472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:28.335607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:31.340889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:31.344186] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:31.347391] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:31.350643] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:31.353829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:31.353902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:34.358941] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:34.362756] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:34.366035] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:34.369541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:34.372773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:34.372840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:37.377654] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:37.381468] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:37.387649] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:37.393241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:37.398546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:37.398688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:40.403536] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:40.407968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:40.412165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:40.416218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:40.420212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:40.420299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:43.425797] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:43.429843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:43.433523] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-11T20:36:43.437413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:43.441373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:43.441458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-11T20:36:46.451097] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-11T20:36:46.456063] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:46.460438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-11T20:36:46.465175] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-11), and is a dependency of this service.
[2025-12-11T20:36:46.469676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-11T20:36:46.473979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-11T20:36:46.474254] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-11T20:36:46.474336] [INFO ] [MODE      ] Using multithreaded
[2025-12-11T20:36:46.474395] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-11T20:36:46.480372] [DEBUG] [REMOTE    ] Found 43 available forecast dates.
[2025-12-11T20:36:46.480629] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-12.txt'.
[2025-12-11T20:36:46.489099] [DEBUG] [REMOTE    ] Fetched 3602 signal forecasts for 2025-12-12.
[2025-12-11T20:36:46.522865] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-11T20:36:46.524171] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-11T20:36:46.524229] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-11T20:36:47.131449] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-11T20:36:47.143530] [INFO ] [MODE      ] Using multithreaded
[2025-12-11T20:36:47.143705] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-11T20:36:47.143765] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-11T20:36:47.150276] [DEBUG] [REMOTE    ] Found 43 available forecast dates.
[2025-12-11T20:36:47.150528] [INFO ] [main      ] Found available forecast date (2025-12-12).
[2025-12-11T20:36:47.150661] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-12.txt'.
[2025-12-11T20:36:47.158263] [DEBUG] [REMOTE    ] Fetched 3602 signal forecasts for 2025-12-12.
[2025-12-11T20:36:47.158937] [INFO ] [main      ] Fetched 3602 forecasts.
[2025-12-11T20:36:47.159531] [INFO ] [main      ] Found 412 high-confidence bullish forecasts (>= 90.0%).
[2025-12-11T20:36:47.159639] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 412 symbols
[2025-12-11T20:36:47.183264] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-11T20:36:47.183177] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-11T20:36:47.183553] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-11T20:36:47.183553] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-11T20:36:47.183187] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-11T20:36:47.184062] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-11T20:36:47.185871] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-11T20:36:47.186206] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-11T20:36:47.212854] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.213708] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.214176] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-11T20:36:47.214241] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-11T20:36:47.214285] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-11T20:36:47.214598] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-11T20:36:47.214678] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-11T20:36:47.214718] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-11T20:36:47.215771] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.215817] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.216235] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:47.216308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.216784] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:47.216867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.217196] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-11T20:36:47.217271] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-11T20:36:47.217312] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-11T20:36:47.217618] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-11T20:36:47.217702] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-11T20:36:47.217743] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-11T20:36:47.219798] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:36:47.219916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.220647] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:47.220753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.223141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:47.223304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:47.225444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:47.225631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:47.226699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:47.227563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:47.227797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:47.229298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:47.230527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:47.231473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:47.232132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:47.232830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:47.233617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:47.266701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:47.268106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:47.270951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:47.352848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:36:47.437280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:47.438946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:36:47.442381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:47.444992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:47.576913] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-11
[2025-12-11T20:36:47.626256] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-11
[2025-12-11T20:36:47.630202] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-11
[2025-12-11T20:36:47.741102] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:47.799437] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:47.801188] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:47.810066] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-11T20:36:47.810148] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=56.2675%)
[2025-12-11T20:36:47.810434] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-11T20:36:47.810484] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-11T20:36:47.811748] [INFO ] [main      ] Progress: 1/412 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 28s. Rate: 92.02 forecasts/min
[2025-12-11T20:36:47.819887] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-11
[2025-12-11T20:36:47.821635] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.823162] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-11T20:36:47.823233] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-11T20:36:47.823266] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-11T20:36:47.824064] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:47.824124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.828875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:47.829706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:47.830712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:47.832401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:47.833145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:47.879941] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-11T20:36:47.880042] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=51.9643%)
[2025-12-11T20:36:47.880418] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-11T20:36:47.880471] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-11T20:36:47.881015] [INFO ] [main      ] Progress: 2/412 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 28s. Rate: 166.37 forecasts/min
[2025-12-11T20:36:47.894078] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.895319] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-11T20:36:47.895374] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-11T20:36:47.895406] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-11T20:36:47.896374] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:47.896444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:47.898283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:47.899064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:47.899562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:47.900027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:47.924242] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-11T20:36:47.924342] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.13% (Conf=58.1949%)
[2025-12-11T20:36:47.924746] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-11T20:36:47.924803] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-11T20:36:47.926764] [INFO ] [main      ] Progress: 3/412 forecasts completed (0.7%). CCK finished in 0.7s. ETA: 1m 45s. Rate: 234.66 forecasts/min
[2025-12-11T20:36:47.938941] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:47.939902] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-11T20:36:47.939974] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-11T20:36:47.940018] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-11T20:36:47.941149] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:47.941212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:47.946742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:47.952418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:47.954349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.003730] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.067155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:48.093610] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-11T20:36:48.093699] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=6.22% (Conf=36.8497%)
[2025-12-11T20:36:48.094210] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-11T20:36:48.094267] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-11T20:36:48.094647] [INFO ] [main      ] Progress: 4/412 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 35s. Rate: 256.70 forecasts/min
[2025-12-11T20:36:48.105099] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:48.106232] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-11T20:36:48.106295] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-11T20:36:48.106327] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-11T20:36:48.107203] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:48.107264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:48.112181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:48.114082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:48.114565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:48.114547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:48.115641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.155844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.167521] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-11
[2025-12-11T20:36:48.299299] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-11
[2025-12-11T20:36:48.331758] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.431512] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-11T20:36:48.431601] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=34.63% (Conf=59.8362%)
[2025-12-11T20:36:48.431992] [INFO ] [main      ] Progress: 5/412 forecasts completed (1.2%). STEM finished in 0.6s. ETA: 1m 44s. Rate: 235.79 forecasts/min
[2025-12-11T20:36:48.432186] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-11T20:36:48.432234] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-11T20:36:48.444024] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:48.444784] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-11T20:36:48.444834] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-11T20:36:48.444865] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-11T20:36:48.445667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:48.445724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:48.450587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:48.451273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:36:48.453454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.468016] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.469129] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-11
[2025-12-11T20:36:48.524718] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-11
[2025-12-11T20:36:48.606233] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-11T20:36:48.606308] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=10.38% (Conf=52.596%)
[2025-12-11T20:36:48.606737] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-11T20:36:48.606789] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-11T20:36:48.608670] [INFO ] [main      ] Progress: 6/412 forecasts completed (1.5%). ANF finished in 0.7s. ETA: 1m 38s. Rate: 248.45 forecasts/min
[2025-12-11T20:36:48.617797] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:48.618986] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-11T20:36:48.619038] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-11T20:36:48.619070] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-11T20:36:48.619902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:48.619979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:48.625151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:48.626920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:48.627402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:48.627813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:48.628612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.645088] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.721000] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.727441] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-11T20:36:48.727533] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-1.43% (Conf=42.2973%)
[2025-12-11T20:36:48.728107] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-11T20:36:48.728169] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-11T20:36:48.728646] [INFO ] [main      ] Progress: 7/412 forecasts completed (1.7%). CBNK finished in 0.8s. ETA: 1m 31s. Rate: 267.69 forecasts/min
[2025-12-11T20:36:48.741865] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:48.743411] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-11T20:36:48.743464] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-11T20:36:48.743495] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-11T20:36:48.744398] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:36:48.782981] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-11T20:36:48.783058] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.57% (Conf=51.3622%)
[2025-12-11T20:36:48.783458] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-11T20:36:48.783511] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-11T20:36:48.784658] [INFO ] [main      ] Progress: 8/412 forecasts completed (1.9%). SOJC finished in 0.7s. ETA: 1m 22s. Rate: 295.39 forecasts/min
[2025-12-11T20:36:48.788641] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-11
[2025-12-11T20:36:48.795296] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:48.796198] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-11T20:36:48.796248] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-11T20:36:48.796278] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-11T20:36:48.797092] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:48.797166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:48.802223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:48.804040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:48.804507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:48.804961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:48.807414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:36:48.808527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:48.810193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:48.954517] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:48.971905] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.020420] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-11T20:36:49.020489] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=45.1008%)
[2025-12-11T20:36:49.020679] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-11T20:36:49.020725] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-11T20:36:49.021771] [INFO ] [main      ] Progress: 9/412 forecasts completed (2.2%). PAX finished in 0.6s. ETA: 1m 23s. Rate: 290.00 forecasts/min
[2025-12-11T20:36:49.036323] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.037429] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-11T20:36:49.037500] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-11T20:36:49.037542] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-11T20:36:49.038598] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:49.038679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:49.039500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:49.040482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:49.042456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:49.099479] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.151471] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:49.151979] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.225192] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-11T20:36:49.225291] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.84% (Conf=53.6249%)
[2025-12-11T20:36:49.225807] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-11T20:36:49.225878] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-11T20:36:49.226639] [INFO ] [main      ] Progress: 10/412 forecasts completed (2.4%). VALE finished in 0.6s. ETA: 1m 23s. Rate: 290.28 forecasts/min
[2025-12-11T20:36:49.239626] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.240657] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-11T20:36:49.240709] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-11T20:36:49.240741] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-11T20:36:49.241568] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:49.241646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:49.246090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:49.264337] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:49.328038] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:49.334866] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-11T20:36:49.334935] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=1.66% (Conf=64.8248%)
[2025-12-11T20:36:49.335326] [INFO ] [main      ] Progress: 11/412 forecasts completed (2.7%). PSCH finished in 0.6s. ETA: 1m 19s. Rate: 303.36 forecasts/min
[2025-12-11T20:36:49.335457] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-11T20:36:49.335499] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-11T20:36:49.347504] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.348594] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-11T20:36:49.348645] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-11T20:36:49.348675] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-11T20:36:49.349458] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:36:49.349519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:49.351245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:49.351911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:49.396642] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.418251] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-11T20:36:49.418323] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=62.7871%)
[2025-12-11T20:36:49.418711] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-11T20:36:49.418762] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-11T20:36:49.419664] [INFO ] [main      ] Progress: 12/412 forecasts completed (2.9%). PFIS finished in 0.6s. ETA: 1m 15s. Rate: 318.59 forecasts/min
[2025-12-11T20:36:49.431404] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.432251] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-11T20:36:49.432309] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-11T20:36:49.432341] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-11T20:36:49.433154] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:49.433215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:49.438184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:49.440142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:49.440640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:49.441413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:49.460279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:49.462044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:49.462998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:49.510788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:36:49.514670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:36:49.516041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:49.553601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:49.558665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:36:49.559532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:49.579690] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:49.606181] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.713601] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-11T20:36:49.713696] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=1.49% (Conf=72.4875%)
[2025-12-11T20:36:49.713920] [INFO ] [main      ] Fetching symbol history for EPD...
[2025-12-11T20:36:49.713966] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2025-12-11T20:36:49.715667] [INFO ] [main      ] Progress: 13/412 forecasts completed (3.2%). IBM finished in 0.7s. ETA: 1m 18s. Rate: 305.17 forecasts/min
[2025-12-11T20:36:49.727484] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.728773] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2025-12-11T20:36:49.728837] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2025-12-11T20:36:49.728871] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2025-12-11T20:36:49.729813] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:49.729876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:49.731866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:49.732523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:49.732999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:49.733885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:49.734916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:36:49.738164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:36:49.741620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:49.791171] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:49.847176] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-11
[2025-12-11T20:36:49.868783] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-11T20:36:49.868857] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=6.23% (Conf=49.2043%)
[2025-12-11T20:36:49.869249] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-11T20:36:49.869303] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-11T20:36:49.869633] [INFO ] [main      ] Progress: 14/412 forecasts completed (3.4%). RAIL finished in 0.6s. ETA: 1m 17s. Rate: 309.97 forecasts/min
[2025-12-11T20:36:49.882419] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:49.883657] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-11T20:36:49.883711] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-11T20:36:49.883743] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-11T20:36:49.884636] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-11T20:36:49.884707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:49.889690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:49.891591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:49.892121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:49.892593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:49.893005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:49.893813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:49.894837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:49.897565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:49.943034] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.008082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:50.010048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:50.010484] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.048534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:50.049837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:50.092705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:36:50.093558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:50.095753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:36:50.098283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.117521] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.125630] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-11T20:36:50.125692] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=5.55% (Conf=44.6423%)
[2025-12-11T20:36:50.126067] [INFO ] [main      ] Progress: 15/412 forecasts completed (3.6%). MSA finished in 0.8s. ETA: 1m 19s. Rate: 303.40 forecasts/min
[2025-12-11T20:36:50.126191] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-11T20:36:50.126233] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-11T20:36:50.128073] [DEBUG] [MAG       ] EPD: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.136420] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.137369] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-11T20:36:50.137419] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-11T20:36:50.137449] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-11T20:36:50.138278] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:36:50.138357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:50.143094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:50.144909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:50.145422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:50.145863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:50.147461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:50.148267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:36:50.149522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:36:50.151479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.224563] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-11T20:36:50.224675] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-1.59% (Conf=51.1049%)
[2025-12-11T20:36:50.225078] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-11T20:36:50.225129] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-11T20:36:50.225653] [INFO ] [main      ] Progress: 16/412 forecasts completed (3.9%). ECPG finished in 0.8s. ETA: 1m 16s. Rate: 313.12 forecasts/min
[2025-12-11T20:36:50.238005] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.238956] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-11T20:36:50.239006] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-11T20:36:50.239037] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-11T20:36:50.239862] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:50.239918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:36:50.241281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.313722] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.393832] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2025-12-11T20:36:50.393920] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=-0.38% (Conf=44.1762%)
[2025-12-11T20:36:50.394462] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-11T20:36:50.394516] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-11T20:36:50.396663] [INFO ] [main      ] Progress: 17/412 forecasts completed (4.1%). EPD finished in 0.7s. ETA: 1m 15s. Rate: 315.11 forecasts/min
[2025-12-11T20:36:50.409831] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.412057] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-11T20:36:50.412113] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-11T20:36:50.412147] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-11T20:36:50.413116] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:50.413183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:50.418466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:50.419392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:50.421990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:50.431089] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.464426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:50.467055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:50.468096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.485724] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.579777] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.595754] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.655593] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.666169] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-11T20:36:50.666236] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-11T20:36:50.666598] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-11T20:36:50.666658] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-11T20:36:50.666678] [INFO ] [main      ] Progress: 18/412 forecasts completed (4.4%). BSMS finished in 0.8s. ETA: 1m 17s. Rate: 307.96 forecasts/min
[2025-12-11T20:36:50.678798] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.679912] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-11T20:36:50.679963] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-11T20:36:50.679994] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-11T20:36:50.680787] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:50.680844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:50.683172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:50.683845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:50.685376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.721593] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-11T20:36:50.721673] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.00% (Conf=26.7284%)
[2025-12-11T20:36:50.722146] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-11T20:36:50.722211] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-11T20:36:50.723165] [INFO ] [main      ] Progress: 19/412 forecasts completed (4.6%). AGNCO finished in 0.6s. ETA: 1m 14s. Rate: 319.91 forecasts/min
[2025-12-11T20:36:50.736215] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.737462] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-11T20:36:50.737521] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-11T20:36:50.737555] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-11T20:36:50.738492] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:36:50.738586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:50.739568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:36:50.743997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:50.745901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:50.746422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:36:50.747569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:50.749360] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:50.749446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:50.750588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:36:50.751398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:50.831396] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-11
[2025-12-11T20:36:50.859888] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-11T20:36:50.859967] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=2.83% (Conf=40.2026%)
[2025-12-11T20:36:50.860364] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-11T20:36:50.860440] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-11T20:36:50.860683] [INFO ] [main      ] Progress: 20/412 forecasts completed (4.9%). HLI finished in 0.6s. ETA: 1m 13s. Rate: 324.24 forecasts/min
[2025-12-11T20:36:50.873247] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:50.874287] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-11T20:36:50.874341] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-11T20:36:50.874374] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-11T20:36:50.875288] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:50.875351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:50.880369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:50.993768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:36:51.010959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:36:51.011349] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.013252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.024663] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.083865] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-11T20:36:51.083949] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=32.5736%)
[2025-12-11T20:36:51.084698] [INFO ] [main      ] Progress: 21/412 forecasts completed (5.1%). NAC finished in 0.7s. ETA: 1m 13s. Rate: 321.02 forecasts/min
[2025-12-11T20:36:51.084937] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-11T20:36:51.084986] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-11T20:36:51.099673] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.101791] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-11T20:36:51.101845] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-11T20:36:51.101878] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-11T20:36:51.102761] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:51.102821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:51.107839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:51.108723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.109190] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.194845] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.264338] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-11T20:36:51.264410] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=51.8446%)
[2025-12-11T20:36:51.264783] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-11T20:36:51.264833] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-11T20:36:51.266689] [INFO ] [main      ] Progress: 22/412 forecasts completed (5.3%). LXEO finished in 0.6s. ETA: 1m 13s. Rate: 321.40 forecasts/min
[2025-12-11T20:36:51.276643] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.277352] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.277782] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-11T20:36:51.277835] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-11T20:36:51.277890] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-11T20:36:51.278733] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:51.278801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:51.283568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:51.284280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:51.286003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.348193] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.378119] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-11T20:36:51.378188] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=8.57% (Conf=61.3435%)
[2025-12-11T20:36:51.378546] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-11T20:36:51.378614] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-11T20:36:51.378703] [INFO ] [main      ] Progress: 23/412 forecasts completed (5.6%). QBTS finished in 0.7s. ETA: 1m 11s. Rate: 327.09 forecasts/min
[2025-12-11T20:36:51.389315] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.390328] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-11T20:36:51.390379] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-11T20:36:51.390409] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-11T20:36:51.391214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:51.391272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:51.392978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:51.393481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:51.393915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:51.473296] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.502392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.513159] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.618136] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-11T20:36:51.618214] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-1.50% (Conf=42.4658%)
[2025-12-11T20:36:51.618612] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-11T20:36:51.618664] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-11T20:36:51.619688] [INFO ] [main      ] Progress: 24/412 forecasts completed (5.8%). ZM finished in 0.8s. ETA: 1m 12s. Rate: 322.87 forecasts/min
[2025-12-11T20:36:51.622998] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.630022] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.631136] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-11T20:36:51.631186] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-11T20:36:51.631217] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-11T20:36:51.632028] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:51.632085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:51.653285] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.682549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.791743] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:51.798147] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-11T20:36:51.798234] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=1.05% (Conf=46.5912%)
[2025-12-11T20:36:51.798742] [INFO ] [main      ] Progress: 25/412 forecasts completed (6.1%). TKO finished in 0.7s. ETA: 1m 12s. Rate: 323.34 forecasts/min
[2025-12-11T20:36:51.798933] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-11T20:36:51.798979] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-11T20:36:51.813669] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.815161] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-11T20:36:51.815220] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-11T20:36:51.815266] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-11T20:36:51.816501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:51.816566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:51.822969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:51.823863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:51.824282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:51.825259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:51.827001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:36:51.828437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:51.844044] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-11
[2025-12-11T20:36:51.935760] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-11T20:36:51.935833] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=2.71% (Conf=53.2942%)
[2025-12-11T20:36:51.936240] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-11T20:36:51.936301] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-11T20:36:51.937685] [INFO ] [main      ] Progress: 26/412 forecasts completed (6.3%). WEX finished in 0.7s. ETA: 1m 11s. Rate: 326.50 forecasts/min
[2025-12-11T20:36:51.949508] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:51.950503] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-11T20:36:51.950559] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-11T20:36:51.950617] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-11T20:36:51.951622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:51.951683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:51.956621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:51.958452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:51.958942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:51.959375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:51.960304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.011448] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.020871] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.070200] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-11T20:36:52.070271] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-0.81% (Conf=56.7485%)
[2025-12-11T20:36:52.070635] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-11T20:36:52.070686] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-11T20:36:52.070702] [INFO ] [main      ] Progress: 27/412 forecasts completed (6.6%). IEP finished in 0.7s. ETA: 1m 10s. Rate: 329.87 forecasts/min
[2025-12-11T20:36:52.082712] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.083652] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-11T20:36:52.083707] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-11T20:36:52.083750] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-11T20:36:52.084563] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:52.084641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:52.089436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:52.090432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:36:52.091479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:52.092173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:36:52.093281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.193431] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.195871] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.270967] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-11T20:36:52.271034] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=3.25% (Conf=55.1361%)
[2025-12-11T20:36:52.271620] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-11T20:36:52.271671] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-11T20:36:52.272684] [INFO ] [main      ] Progress: 28/412 forecasts completed (6.8%). ONB finished in 0.7s. ETA: 1m 10s. Rate: 328.58 forecasts/min
[2025-12-11T20:36:52.291116] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.292329] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-11T20:36:52.292380] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-11T20:36:52.292412] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-11T20:36:52.293210] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:52.293269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:52.294957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:52.295459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:52.295880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:52.296664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:52.305756] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.336823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:52.340053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.378710] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.442012] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.484096] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-11T20:36:52.484205] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=1.34% (Conf=40.5196%)
[2025-12-11T20:36:52.484661] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-11T20:36:52.484716] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-11T20:36:52.485883] [INFO ] [main      ] Progress: 29/412 forecasts completed (7.0%). SPB finished in 0.7s. ETA: 1m 10s. Rate: 326.69 forecasts/min
[2025-12-11T20:36:52.487164] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.502029] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.503412] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-11T20:36:52.503473] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-11T20:36:52.503507] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-11T20:36:52.504555] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:52.504668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:52.509928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.554152] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-11T20:36:52.554222] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=2.48% (Conf=41.6922%)
[2025-12-11T20:36:52.554398] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-11T20:36:52.554443] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-11T20:36:52.555061] [INFO ] [main      ] Progress: 30/412 forecasts completed (7.3%). ATLO finished in 0.6s. ETA: 1m 9s. Rate: 333.62 forecasts/min
[2025-12-11T20:36:52.568162] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.573057] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-11T20:36:52.573134] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-11T20:36:52.573175] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-11T20:36:52.574081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:52.574144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:52.575084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:52.576183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:52.577679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:52.578414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:36:52.579196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.616806] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.685366] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-11T20:36:52.685437] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=1.66% (Conf=59.1137%)
[2025-12-11T20:36:52.685823] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-11T20:36:52.685873] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-11T20:36:52.686672] [INFO ] [main      ] Progress: 31/412 forecasts completed (7.5%). FRBA finished in 0.6s. ETA: 1m 8s. Rate: 336.53 forecasts/min
[2025-12-11T20:36:52.688708] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.697666] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.698485] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-11T20:36:52.698544] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-11T20:36:52.698599] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-11T20:36:52.699444] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:52.699506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:52.704520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:36:52.707384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:52.854927] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:52.881403] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.914601] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-11
[2025-12-11T20:36:52.926599] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-11T20:36:52.926669] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=70.8363%)
[2025-12-11T20:36:52.927153] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-11T20:36:52.927207] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-11T20:36:52.927706] [INFO ] [main      ] Progress: 32/412 forecasts completed (7.8%). ARLP finished in 0.7s. ETA: 1m 8s. Rate: 332.87 forecasts/min
[2025-12-11T20:36:52.939762] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:52.941521] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-11T20:36:52.941589] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-11T20:36:52.941623] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-11T20:36:52.942412] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:36:52.942472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:52.944151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:52.944680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:52.945115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:52.945889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:52.946730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:52.985842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:52.987554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:52.988482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:52.990291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.061937] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.063647] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.117236] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.132287] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-11T20:36:53.132383] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=4.48% (Conf=50.5037%)
[2025-12-11T20:36:53.132992] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-11T20:36:53.133050] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-11T20:36:53.134654] [INFO ] [main      ] Progress: 33/412 forecasts completed (8.0%). ULCC finished in 0.6s. ETA: 1m 9s. Rate: 331.38 forecasts/min
[2025-12-11T20:36:53.152144] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.153407] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-11T20:36:53.153475] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-11T20:36:53.153516] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-11T20:36:53.154483] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:53.154547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:53.155611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:53.201855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:53.202895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:53.206175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.228729] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-11T20:36:53.228801] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-0.57% (Conf=52.9908%)
[2025-12-11T20:36:53.228972] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-11T20:36:53.229014] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-11T20:36:53.230410] [INFO ] [main      ] Progress: 34/412 forecasts completed (8.3%). AMG finished in 0.7s. ETA: 1m 7s. Rate: 336.04 forecasts/min
[2025-12-11T20:36:53.238702] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.242420] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.243518] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-11T20:36:53.243568] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-11T20:36:53.243622] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-11T20:36:53.244427] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:36:53.336051] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-11T20:36:53.336130] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-0.45% (Conf=41.6813%)
[2025-12-11T20:36:53.336518] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-11T20:36:53.336589] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-11T20:36:53.336664] [INFO ] [main      ] Progress: 35/412 forecasts completed (8.5%). ASTH finished in 0.6s. ETA: 1m 7s. Rate: 339.97 forecasts/min
[2025-12-11T20:36:53.339488] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.352190] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.354628] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-11T20:36:53.354699] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-11T20:36:53.354742] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-11T20:36:53.355627] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:36:53.355693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:53.360899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:53.362806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:53.363330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:53.363795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:53.364220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:53.365130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:53.366863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:53.407194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:53.408486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.509461] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.571725] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.577298] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-11T20:36:53.577734] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.65% (Conf=60.8079%)
[2025-12-11T20:36:53.578120] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-11T20:36:53.578174] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-11T20:36:53.579658] [INFO ] [main      ] Progress: 36/412 forecasts completed (8.7%). RMBI finished in 0.6s. ETA: 1m 7s. Rate: 336.45 forecasts/min
[2025-12-11T20:36:53.588871] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.596005] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.597379] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-11T20:36:53.597443] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-11T20:36:53.597479] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-11T20:36:53.598516] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:53.598601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:53.599403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.751867] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.754220] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.756472] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.808012] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-11T20:36:53.808086] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=44.6694%)
[2025-12-11T20:36:53.808448] [INFO ] [main      ] Progress: 37/412 forecasts completed (9.0%). IZEA finished in 0.6s. ETA: 1m 7s. Rate: 333.90 forecasts/min
[2025-12-11T20:36:53.808595] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-11T20:36:53.808641] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-11T20:36:53.821420] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.822549] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-11T20:36:53.822622] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-11T20:36:53.822655] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-11T20:36:53.823454] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:53.823515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:53.827604] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-11T20:36:53.827675] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=10.63% (Conf=46.2138%)
[2025-12-11T20:36:53.828151] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-11T20:36:53.828208] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-11T20:36:53.828656] [INFO ] [main      ] Progress: 38/412 forecasts completed (9.2%). NTRB finished in 0.7s. ETA: 1m 6s. Rate: 341.88 forecasts/min
[2025-12-11T20:36:53.841460] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:53.842475] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-11T20:36:53.842526] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-11T20:36:53.842558] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-11T20:36:53.843379] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:53.843440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:53.844226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:36:53.918326] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:53.921971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:36:53.923934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:53.925065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:36:53.931090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.935382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:53.937859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:36:53.940816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:36:53.942241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:53.970977] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-11
[2025-12-11T20:36:53.986420] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-11T20:36:53.986495] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-3.28% (Conf=45.348%)
[2025-12-11T20:36:53.986887] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-11T20:36:53.986940] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-11T20:36:53.988652] [INFO ] [main      ] Progress: 39/412 forecasts completed (9.5%). BKD finished in 0.6s. ETA: 1m 5s. Rate: 342.66 forecasts/min
[2025-12-11T20:36:54.000645] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:54.001623] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-11T20:36:54.001679] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-11T20:36:54.001710] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-11T20:36:54.002519] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:54.002598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:54.007452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:54.009281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:54.009799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:54.010497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:54.011502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:36:54.013903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:54.158092] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:54.228112] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-11T20:36:54.228218] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=6.97% (Conf=39.8611%)
[2025-12-11T20:36:54.228891] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-11T20:36:54.228958] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-11T20:36:54.229691] [INFO ] [main      ] Progress: 40/412 forecasts completed (9.7%). GPRK finished in 0.6s. ETA: 1m 6s. Rate: 339.46 forecasts/min
[2025-12-11T20:36:54.245226] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:54.246448] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-11T20:36:54.246507] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-11T20:36:54.246540] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-11T20:36:54.247607] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-11T20:36:54.247677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:54.249498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:54.250098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:54.250541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:54.250962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:54.293686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:54.295229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:54.298084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:36:54.300603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:54.301715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:36:54.304682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:36:54.306602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:36:54.307931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:54.309926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:36:54.310663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:54.310910] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-11
[2025-12-11T20:36:54.320186] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-11
[2025-12-11T20:36:54.366191] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-11
[2025-12-11T20:36:54.490533] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:54.490927] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:54.537833] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:54.584969] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-11T20:36:54.585043] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-1.98% (Conf=58.0805%)
[2025-12-11T20:36:54.585213] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-11T20:36:54.585257] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-11T20:36:54.585907] [INFO ] [main      ] Progress: 41/412 forecasts completed (10.0%). KNTK finished in 0.8s. ETA: 1m 7s. Rate: 331.26 forecasts/min
[2025-12-11T20:36:54.599705] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:54.600748] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-11T20:36:54.600805] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-11T20:36:54.600837] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-11T20:36:54.601886] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:54.601945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:54.604224] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-11T20:36:54.604293] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=3.12% (Conf=50.2604%)
[2025-12-11T20:36:54.604453] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-11T20:36:54.604498] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-11T20:36:54.605266] [INFO ] [main      ] Progress: 42/412 forecasts completed (10.2%). LSCC finished in 0.8s. ETA: 1m 6s. Rate: 338.46 forecasts/min
[2025-12-11T20:36:54.618248] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:54.619406] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-11T20:36:54.619457] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-11T20:36:54.619489] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-11T20:36:54.620346] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:36:54.620414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:54.621348] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-11T20:36:54.621414] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=0.59% (Conf=63.2%)
[2025-12-11T20:36:54.621784] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-11T20:36:54.621836] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-11T20:36:54.622652] [INFO ] [main      ] Progress: 43/412 forecasts completed (10.4%). ERO finished in 0.6s. ETA: 1m 4s. Rate: 345.71 forecasts/min
[2025-12-11T20:36:54.625639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:54.627437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:54.627975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:54.628370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:54.629120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:54.629998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:54.631210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:54.635171] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:54.635410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:54.636340] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-11T20:36:54.636404] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-11T20:36:54.636439] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-11T20:36:54.637300] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:54.637361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:54.638171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:54.641128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:36:54.643272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:54.647601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:36:54.649610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:36:54.650329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:54.678766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:54.695861] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-11
[2025-12-11T20:36:54.728374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:36:54.730363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:54.896796] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:54.988114] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-11
[2025-12-11T20:36:54.988625] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-11T20:36:54.988724] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-11T20:36:54.988980] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-11T20:36:54.989034] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-11T20:36:54.990863] [INFO ] [main      ] Progress: 44/412 forecasts completed (10.7%). UONE finished in 0.8s. ETA: 1m 5s. Rate: 337.11 forecasts/min
[2025-12-11T20:36:55.001665] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.005376] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.006660] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-11T20:36:55.006724] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-11T20:36:55.006758] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-11T20:36:55.007885] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:55.007976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:55.013223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:55.014352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:36:55.016051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:55.084729] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.164707] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.206061] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.253556] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.281784] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-11T20:36:55.281875] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-1.87% (Conf=48.4655%)
[2025-12-11T20:36:55.282230] [INFO ] [main      ] Progress: 45/412 forecasts completed (10.9%). RMBS finished in 0.7s. ETA: 1m 6s. Rate: 332.41 forecasts/min
[2025-12-11T20:36:55.282360] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-11T20:36:55.282405] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-11T20:36:55.297508] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.298565] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-11T20:36:55.298643] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-11T20:36:55.298676] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-11T20:36:55.299518] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:36:55.299610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:36:55.302674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:55.316913] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-11T20:36:55.316988] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-3.21% (Conf=55.3045%)
[2025-12-11T20:36:55.317369] [INFO ] [main      ] Progress: 46/412 forecasts completed (11.2%). AMRC finished in 0.7s. ETA: 1m 5s. Rate: 338.33 forecasts/min
[2025-12-11T20:36:55.317581] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-11T20:36:55.317631] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-11T20:36:55.331086] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.331132] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-11T20:36:55.331209] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=50.0608%)
[2025-12-11T20:36:55.331378] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-11T20:36:55.331422] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-11T20:36:55.331944] [INFO ] [main      ] Progress: 47/412 forecasts completed (11.4%). DBX finished in 0.7s. ETA: 1m 3s. Rate: 345.07 forecasts/min
[2025-12-11T20:36:55.333939] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-11T20:36:55.334005] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-11T20:36:55.334038] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-11T20:36:55.335042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:36:55.335102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:55.336845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:55.337371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:36:55.343188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:55.344389] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.345191] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-11T20:36:55.345250] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-11T20:36:55.345281] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-11T20:36:55.346076] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:55.346135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:55.350900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:55.352656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:55.353135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:55.380230] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.392538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:36:55.395220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:55.555674] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.646387] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.695929] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.733174] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-11T20:36:55.733262] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=0.25% (Conf=54.7966%)
[2025-12-11T20:36:55.733780] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-11T20:36:55.733836] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-11T20:36:55.734697] [INFO ] [main      ] Progress: 48/412 forecasts completed (11.7%). CVNA finished in 0.7s. ETA: 1m 5s. Rate: 335.86 forecasts/min
[2025-12-11T20:36:55.736080] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-11
[2025-12-11T20:36:55.749095] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.750269] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-11T20:36:55.750328] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-11T20:36:55.750360] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-11T20:36:55.751709] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-11T20:36:55.751790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:55.756847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:55.758848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:55.759364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:55.759834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:55.760257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:55.761121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:55.762106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:55.764703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:55.817211] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.876180] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.882250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:55.885180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:55.905932] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:55.925482] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-11T20:36:55.925550] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=3.55% (Conf=49.9748%)
[2025-12-11T20:36:55.925734] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-11T20:36:55.925778] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-11T20:36:55.925811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:36:55.926886] [INFO ] [main      ] Progress: 49/412 forecasts completed (11.9%). WMS finished in 0.6s. ETA: 1m 5s. Rate: 335.34 forecasts/min
[2025-12-11T20:36:55.927309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:55.938750] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.939854] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-11T20:36:55.939904] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-11T20:36:55.939935] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-11T20:36:55.940746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:55.940805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:55.942471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:55.942998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:55.943377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:55.944153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:55.946438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:55.971589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:36:55.972846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:55.974882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:36:55.977923] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-11T20:36:55.977997] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=-3.27% (Conf=57.9358%)
[2025-12-11T20:36:55.978167] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-11T20:36:55.978212] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-11T20:36:55.978935] [INFO ] [main      ] Progress: 50/412 forecasts completed (12.1%). CHH finished in 0.7s. ETA: 1m 4s. Rate: 340.17 forecasts/min
[2025-12-11T20:36:55.991309] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:55.993125] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-11T20:36:55.993194] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-1.91% (Conf=48.4002%)
[2025-12-11T20:36:55.993366] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-11T20:36:55.993411] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-11T20:36:55.993830] [INFO ] [main      ] Progress: 51/412 forecasts completed (12.4%). PDYN finished in 0.7s. ETA: 1m 3s. Rate: 346.38 forecasts/min
[2025-12-11T20:36:55.993993] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-11T20:36:55.994036] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-11T20:36:55.994067] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-11T20:36:55.994920] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:55.994983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:56.000051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:56.002564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:36:56.003863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:56.005635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:56.006179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:36:56.006602] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:56.007335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:36:56.007667] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-11T20:36:56.007725] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-11T20:36:56.007759] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-11T20:36:56.008617] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-11T20:36:56.008683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:56.009458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.013948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:56.014802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:56.054419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:36:56.055656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:36:56.057604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:56.060717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:36:56.061862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:56.063983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:36:56.064804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:56.069476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:36:56.070778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:36:56.072130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:36:56.073747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:36:56.077073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:36:56.077872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:36:56.078669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.135258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:56.179044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:36:56.199324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:56.201301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:56.201815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:36:56.203081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:56.204761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:56.205909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:36:56.206655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.277660] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-11
[2025-12-11T20:36:56.387521] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-11
[2025-12-11T20:36:56.441636] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:56.443320] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-11
[2025-12-11T20:36:56.530080] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-11T20:36:56.530151] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-0.20% (Conf=60.823%)
[2025-12-11T20:36:56.530494] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-11T20:36:56.530657] [INFO ] [main      ] Progress: 52/412 forecasts completed (12.6%). CFG finished in 0.6s. ETA: 1m 5s. Rate: 332.94 forecasts/min
[2025-12-11T20:36:56.530542] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-11T20:36:56.547665] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:56.548679] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-11T20:36:56.548729] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-11T20:36:56.548761] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-11T20:36:56.549528] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:56.549605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:56.554328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:56.555149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.562612] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-11
[2025-12-11T20:36:56.572756] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:56.615081] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:56.699209] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-11T20:36:56.699284] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-0.44% (Conf=20.0937%)
[2025-12-11T20:36:56.699746] [INFO ] [main      ] Progress: 53/412 forecasts completed (12.9%). EDF finished in 0.7s. ETA: 1m 5s. Rate: 333.33 forecasts/min
[2025-12-11T20:36:56.699878] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-11T20:36:56.699921] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-11T20:36:56.711608] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-11T20:36:56.711726] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-11T20:36:56.712397] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-11T20:36:56.712466] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-11T20:36:56.712119] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:56.715859] [INFO ] [main      ] Progress: 54/412 forecasts completed (13.1%). BUXX finished in 1.0s. ETA: 1m 3s. Rate: 339.05 forecasts/min
[2025-12-11T20:36:56.716948] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-11T20:36:56.717025] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-11T20:36:56.717057] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-11T20:36:56.717962] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-11T20:36:56.718044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:56.723444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:56.725290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:56.725809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:56.726201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:56.726940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:56.727167] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:56.728098] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-11T20:36:56.728159] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-11T20:36:56.728192] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-11T20:36:56.729175] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:56.729240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:56.731225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:56.731884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:56.732348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:56.734062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:56.735283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:36:56.740716] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:56.775797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:36:56.813068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:56.817698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.855149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:56.855885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:36:56.856283] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-11T20:36:56.856371] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=7.32% (Conf=51.8501%)
[2025-12-11T20:36:56.856896] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-11T20:36:56.856955] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-11T20:36:56.857007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:56.858673] [INFO ] [main      ] Progress: 55/412 forecasts completed (13.3%). ASO finished in 0.9s. ETA: 1m 3s. Rate: 340.24 forecasts/min
[2025-12-11T20:36:56.859094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:36:56.860208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:36:56.860945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.871235] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:56.872480] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-11T20:36:56.872540] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-11T20:36:56.872596] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-11T20:36:56.873922] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:56.874001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:56.875124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:36:56.875848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:36:56.876699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:36:56.878416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:56.913967] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.080479] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:57.162389] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.166450] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-11T20:36:57.166523] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=53.3767%)
[2025-12-11T20:36:57.166705] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-11T20:36:57.166749] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-11T20:36:57.167679] [INFO ] [main      ] Progress: 56/412 forecasts completed (13.6%). SCSC finished in 0.6s. ETA: 1m 4s. Rate: 335.73 forecasts/min
[2025-12-11T20:36:57.179890] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:57.180953] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-11T20:36:57.181005] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-11T20:36:57.181036] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-11T20:36:57.181838] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:36:57.181899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:57.186642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:57.188401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:57.188883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:57.189309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:57.191674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:57.204486] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.229971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:36:57.229973] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.231044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:36:57.232668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:57.333695] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:57.371085] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:57.422043] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:57.444768] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-11T20:36:57.444840] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=1.74% (Conf=62.5913%)
[2025-12-11T20:36:57.445019] [INFO ] [main      ] Fetching symbol history for ABUS...
[2025-12-11T20:36:57.445064] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2025-12-11T20:36:57.446714] [INFO ] [main      ] Progress: 57/412 forecasts completed (13.8%). LEN finished in 0.7s. ETA: 1m 4s. Rate: 332.46 forecasts/min
[2025-12-11T20:36:57.448383] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-11T20:36:57.448454] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=5.42% (Conf=36.1082%)
[2025-12-11T20:36:57.448766] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-11T20:36:57.448815] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-11T20:36:57.450122] [INFO ] [main      ] Progress: 58/412 forecasts completed (14.1%). GEL finished in 0.7s. ETA: 1m 3s. Rate: 338.18 forecasts/min
[2025-12-11T20:36:57.456719] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:57.457732] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2025-12-11T20:36:57.457784] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2025-12-11T20:36:57.457815] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2025-12-11T20:36:57.458681] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:57.458740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:57.460426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:57.460965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:57.461343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:57.461407] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:57.462393] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-11T20:36:57.462446] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-11T20:36:57.462477] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-11T20:36:57.463438] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:57.463498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:36:57.464700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:36:57.470880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:57.549331] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-11T20:36:57.549418] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=32.5049%)
[2025-12-11T20:36:57.549904] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-11T20:36:57.549960] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-11T20:36:57.550682] [INFO ] [main      ] Progress: 59/412 forecasts completed (14.3%). AVAL finished in 0.7s. ETA: 1m 2s. Rate: 340.68 forecasts/min
[2025-12-11T20:36:57.565317] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:57.566433] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-11T20:36:57.566492] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-11T20:36:57.566523] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-11T20:36:57.567481] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:36:57.567564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:57.571940] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.571952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:57.572878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:57.574231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:57.574236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:36:57.576777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:36:57.581681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:36:57.583295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:36:57.584100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:57.586162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:57.586824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:36:57.588276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:36:57.590511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:57.735622] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:57.798751] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-11T20:36:57.798817] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=45.9679%)
[2025-12-11T20:36:57.799172] [INFO ] [main      ] Fetching symbol history for ALGM...
[2025-12-11T20:36:57.799221] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2025-12-11T20:36:57.799663] [INFO ] [main      ] Progress: 60/412 forecasts completed (14.6%). NMAI finished in 0.6s. ETA: 1m 2s. Rate: 338.35 forecasts/min
[2025-12-11T20:36:57.807175] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.811465] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:57.812508] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2025-12-11T20:36:57.812558] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2025-12-11T20:36:57.812614] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2025-12-11T20:36:57.813403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:57.813462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:57.818246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:57.819079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:36:57.856981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:36:57.858388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:57.913974] [DEBUG] [MAG       ] ABUS: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.942357] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-11
[2025-12-11T20:36:57.974083] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.065151] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-11T20:36:58.065232] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=50.4812%)
[2025-12-11T20:36:58.065631] [INFO ] [main      ] Progress: 61/412 forecasts completed (14.8%). MBX finished in 0.6s. ETA: 1m 3s. Rate: 335.60 forecasts/min
[2025-12-11T20:36:58.065773] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-11T20:36:58.065816] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-11T20:36:58.078032] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.079154] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-11T20:36:58.079204] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-11T20:36:58.079235] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-11T20:36:58.080056] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:58.080139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.083566] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.084925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:58.087352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:36:58.119816] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.145310] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2025-12-11T20:36:58.145394] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=1.48% (Conf=54.6981%)
[2025-12-11T20:36:58.145786] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-11T20:36:58.145834] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-11T20:36:58.146893] [INFO ] [main      ] Progress: 62/412 forecasts completed (15.0%). ABUS finished in 0.7s. ETA: 1m 2s. Rate: 338.58 forecasts/min
[2025-12-11T20:36:58.159221] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.160434] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-11T20:36:58.160485] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-11T20:36:58.160516] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-11T20:36:58.161361] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:58.161422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.166462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:58.168317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:58.168810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:58.171162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:58.192505] [DEBUG] [MAG       ] ALGM: Last date is validated at 2025-12-11
[2025-12-11T20:36:58.200654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:58.202913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:36:58.209119] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-11T20:36:58.209206] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=43.0879%)
[2025-12-11T20:36:58.209630] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-11T20:36:58.209685] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-11T20:36:58.209901] [INFO ] [main      ] Progress: 63/412 forecasts completed (15.3%). NWSA finished in 0.7s. ETA: 1m 1s. Rate: 342.08 forecasts/min
[2025-12-11T20:36:58.220834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.225886] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.226930] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-11T20:36:58.226989] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-11T20:36:58.227023] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-11T20:36:58.227990] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:58.228048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.233241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:36:58.235742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.255673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:58.259007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:36:58.260027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.357272] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.456109] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2025-12-11T20:36:58.456189] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=-7.83% (Conf=64.5681%)
[2025-12-11T20:36:58.456384] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-11T20:36:58.456429] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-11T20:36:58.456864] [INFO ] [main      ] Progress: 64/412 forecasts completed (15.5%). ALGM finished in 0.7s. ETA: 1m 1s. Rate: 339.91 forecasts/min
[2025-12-11T20:36:58.469845] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.470739] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-11T20:36:58.470794] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-11T20:36:58.470825] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-11T20:36:58.471639] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:58.471696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.476440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:58.478182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.568859] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-11
[2025-12-11T20:36:58.602763] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-11
[2025-12-11T20:36:58.603999] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-11
[2025-12-11T20:36:58.751664] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.773493] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.778763] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:58.844738] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-11T20:36:58.844812] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=49.7533%)
[2025-12-11T20:36:58.845167] [INFO ] [main      ] Progress: 65/412 forecasts completed (15.8%). CMRE finished in 0.8s. ETA: 1m 2s. Rate: 333.75 forecasts/min
[2025-12-11T20:36:58.845320] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-11T20:36:58.845363] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-11T20:36:58.855013] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-11T20:36:58.855081] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=9.82% (Conf=52.3208%)
[2025-12-11T20:36:58.855455] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-11T20:36:58.855507] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-11T20:36:58.856040] [INFO ] [main      ] Progress: 66/412 forecasts completed (16.0%). BYRN finished in 0.7s. ETA: 1m 1s. Rate: 338.57 forecasts/min
[2025-12-11T20:36:58.857282] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.858691] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-11T20:36:58.858780] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-11T20:36:58.858816] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-11T20:36:58.860055] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:36:58.860118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.865491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:58.867607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:58.868154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:58.868290] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.868648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:58.869109] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-11T20:36:58.869614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.869160] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-11T20:36:58.872939] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-11T20:36:58.873805] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:36:58.873866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.878639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:58.880381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:58.880855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:36:58.881587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:58.883816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:36:58.885418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:36:58.888026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:36:58.889064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:36:58.890636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:58.903049] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-11
[2025-12-11T20:36:58.905349] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-11T20:36:58.905439] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=47.3298%)
[2025-12-11T20:36:58.905696] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-11T20:36:58.905750] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-11T20:36:58.907226] [INFO ] [main      ] Progress: 67/412 forecasts completed (16.3%). PVH finished in 0.7s. ETA: 1m 0s. Rate: 342.20 forecasts/min
[2025-12-11T20:36:58.922984] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:58.924634] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-11T20:36:58.924727] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-11T20:36:58.924769] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-11T20:36:58.926145] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:36:58.926220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:58.933452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:58.935892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:58.936960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:58.938071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:59.073354] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:59.170497] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-11T20:36:59.170605] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=50.0981%)
[2025-12-11T20:36:59.171051] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-11T20:36:59.171113] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-11T20:36:59.171071] [INFO ] [main      ] Progress: 68/412 forecasts completed (16.5%). GL finished in 0.7s. ETA: 1m 1s. Rate: 339.68 forecasts/min
[2025-12-11T20:36:59.182968] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:59.184171] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-11T20:36:59.184222] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-11T20:36:59.184254] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-11T20:36:59.185105] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:36:59.185179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:59.190174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:59.192279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:59.192844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:59.193312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:59.193739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:36:59.195015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:59.225369] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.327612] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.390622] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:59.444239] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.497108] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:59.524700] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-11T20:36:59.524770] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=56.7338%)
[2025-12-11T20:36:59.524936] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-11T20:36:59.524979] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-11T20:36:59.526893] [INFO ] [main      ] Progress: 69/412 forecasts completed (16.7%). ADP finished in 0.7s. ETA: 1m 1s. Rate: 334.76 forecasts/min
[2025-12-11T20:36:59.536819] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:59.537965] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-11T20:36:59.538018] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-11T20:36:59.538049] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-11T20:36:59.538859] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:59.538915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:59.540593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:36:59.541094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:59.553236] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-11T20:36:59.553310] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2025-12-11T20:36:59.553485] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-11T20:36:59.553529] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-11T20:36:59.554653] [INFO ] [main      ] Progress: 70/412 forecasts completed (17.0%). BGY finished in 0.7s. ETA: 1m 1s. Rate: 338.85 forecasts/min
[2025-12-11T20:36:59.565225] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:59.566167] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-11T20:36:59.566224] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-11T20:36:59.566319] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-11T20:36:59.567172] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:36:59.567234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:59.572498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:36:59.574300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:36:59.574798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:36:59.575186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:36:59.576050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:36:59.578414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:36:59.579074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:59.582544] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.618770] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:59.695614] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-11T20:36:59.695702] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=58.7518%)
[2025-12-11T20:36:59.696319] [INFO ] [main      ] Progress: 71/412 forecasts completed (17.2%). FOLD finished in 0.8s. ETA: 1m 0s. Rate: 339.80 forecasts/min
[2025-12-11T20:36:59.696497] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-11T20:36:59.696543] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-11T20:36:59.710684] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:36:59.712286] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-11T20:36:59.712341] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-11T20:36:59.712374] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-11T20:36:59.713755] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:36:59.713818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:36:59.719356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:36:59.722470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:36:59.770600] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:36:59.932140] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.967755] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-11
[2025-12-11T20:36:59.995052] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-11T20:36:59.995120] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=52.3278%)
[2025-12-11T20:36:59.995605] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-11T20:36:59.995658] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-11T20:36:59.995702] [INFO ] [main      ] Progress: 72/412 forecasts completed (17.5%). AZO finished in 0.8s. ETA: 1m 1s. Rate: 336.55 forecasts/min
[2025-12-11T20:37:00.007591] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.008804] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-11T20:37:00.008857] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-11T20:37:00.008889] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-11T20:37:00.009708] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:00.009766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:00.014592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:00.015431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:00.017791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.073481] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-11
[2025-12-11T20:37:00.106820] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.133136] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.188229] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-11T20:37:00.188301] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=73.6211%)
[2025-12-11T20:37:00.188463] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-11T20:37:00.188507] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-11T20:37:00.189706] [INFO ] [main      ] Progress: 73/412 forecasts completed (17.7%). GPIX finished in 0.6s. ETA: 1m 1s. Rate: 336.15 forecasts/min
[2025-12-11T20:37:00.199734] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.200644] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-11T20:37:00.200713] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=47.8687%)
[2025-12-11T20:37:00.200702] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-11T20:37:00.200757] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-11T20:37:00.200790] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-11T20:37:00.200874] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-11T20:37:00.200919] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-11T20:37:00.201622] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:00.201685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:00.202400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:00.202628] [INFO ] [main      ] Progress: 74/412 forecasts completed (18.0%). CARS finished in 0.7s. ETA: 59.6s. Rate: 340.41 forecasts/min
[2025-12-11T20:37:00.203514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:00.205923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:00.207709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:00.208235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:00.209354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:00.211722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.212936] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.213814] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-11T20:37:00.213866] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-11T20:37:00.213896] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-11T20:37:00.214684] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:00.214747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:00.219510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:00.221950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:00.224660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:00.226324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:00.226788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:00.227782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:00.229394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:00.230456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:00.231132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.260791] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.357103] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-11
[2025-12-11T20:37:00.424209] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-11T20:37:00.424303] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=3.92% (Conf=57.4444%)
[2025-12-11T20:37:00.424833] [INFO ] [main      ] Progress: 75/412 forecasts completed (18.2%). MA finished in 0.7s. ETA: 59.6s. Rate: 339.24 forecasts/min
[2025-12-11T20:37:00.425010] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-11T20:37:00.425061] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-11T20:37:00.439058] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.440479] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-11T20:37:00.440543] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-11T20:37:00.440600] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-11T20:37:00.441644] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:00.528734] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.553455] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-11
[2025-12-11T20:37:00.566785] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-11
[2025-12-11T20:37:00.584713] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-11T20:37:00.584782] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-11T20:37:00.585229] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-11T20:37:00.585279] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-11T20:37:00.585703] [INFO ] [main      ] Progress: 76/412 forecasts completed (18.4%). PHK finished in 0.6s. ETA: 59.4s. Rate: 339.64 forecasts/min
[2025-12-11T20:37:00.596801] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.598010] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-11T20:37:00.598062] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-11T20:37:00.598092] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-11T20:37:00.598936] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:00.598996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:00.603782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:00.605563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:00.606048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:00.606426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:00.607169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:00.608953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:00.610937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:00.612460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.722388] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.734480] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:00.787742] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-11T20:37:00.787809] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=49.0143%)
[2025-12-11T20:37:00.788184] [INFO ] [main      ] Fetching symbol history for PFF...
[2025-12-11T20:37:00.788253] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2025-12-11T20:37:00.789719] [INFO ] [main      ] Progress: 77/412 forecasts completed (18.7%). BHC finished in 0.6s. ETA: 59.3s. Rate: 338.96 forecasts/min
[2025-12-11T20:37:00.799827] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.801741] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2025-12-11T20:37:00.801795] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2025-12-11T20:37:00.801827] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2025-12-11T20:37:00.802399] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-11
[2025-12-11T20:37:00.802676] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:00.802745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:00.805133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:00.806808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:00.807753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:00.842756] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-11T20:37:00.842825] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=56.3482%)
[2025-12-11T20:37:00.843213] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-11T20:37:00.843264] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-11T20:37:00.844680] [INFO ] [main      ] Progress: 78/412 forecasts completed (18.9%). WHD finished in 0.6s. ETA: 58.6s. Rate: 341.98 forecasts/min
[2025-12-11T20:37:00.856855] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:00.857658] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-11T20:37:00.857708] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-11T20:37:00.857741] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-11T20:37:00.858553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:00.858632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:00.866932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:00.868621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:00.869627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.875636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:00.876144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:00.876543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:00.962020] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-11
[2025-12-11T20:37:01.054386] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:01.137613] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-11T20:37:01.137703] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=39.6219%)
[2025-12-11T20:37:01.137963] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-11T20:37:01.138017] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-11T20:37:01.141689] [INFO ] [main      ] Progress: 79/412 forecasts completed (19.2%). FUND finished in 0.7s. ETA: 58.9s. Rate: 339.01 forecasts/min
[2025-12-11T20:37:01.165988] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:01.167302] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-11T20:37:01.167359] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-11T20:37:01.167393] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-11T20:37:01.168401] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:01.168465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:01.178245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:01.188808] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:01.225062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:01.303702] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-11T20:37:01.303775] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=48.0086%)
[2025-12-11T20:37:01.312833] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-11T20:37:01.312904] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-11T20:37:01.313706] [INFO ] [main      ] Progress: 80/412 forecasts completed (19.4%). BSX finished in 0.7s. ETA: 58.7s. Rate: 339.13 forecasts/min
[2025-12-11T20:37:01.334630] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:01.335808] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-11T20:37:01.335864] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-11T20:37:01.335897] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-11T20:37:01.336757] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:01.336818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:01.341825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:01.343713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:01.344191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:01.344661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:01.345049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:01.490910] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-11
[2025-12-11T20:37:01.508290] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-11
[2025-12-11T20:37:01.577519] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-11
[2025-12-11T20:37:01.691942] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-11
[2025-12-11T20:37:01.692515] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:01.693630] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:01.749314] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-11T20:37:01.749391] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=46.9091%)
[2025-12-11T20:37:01.749563] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-11T20:37:01.749813] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-11T20:37:01.750757] [INFO ] [main      ] Progress: 81/412 forecasts completed (19.7%). LMBS finished in 0.9s. ETA: 59.6s. Rate: 333.08 forecasts/min
[2025-12-11T20:37:01.758629] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2025-12-11T20:37:01.758703] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=62.5189%)
[2025-12-11T20:37:01.758882] [INFO ] [main      ] Fetching symbol history for TTEC...
[2025-12-11T20:37:01.758927] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2025-12-11T20:37:01.759686] [INFO ] [main      ] Progress: 82/412 forecasts completed (19.9%). PFF finished in 1.0s. ETA: 58.8s. Rate: 336.99 forecasts/min
[2025-12-11T20:37:01.762897] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:01.764139] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-11T20:37:01.764192] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-11T20:37:01.764223] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-11T20:37:01.765111] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:01.765173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:01.765226] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:01.770549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:01.771458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:01.773965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:01.782992] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:01.784644] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2025-12-11T20:37:01.784698] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2025-12-11T20:37:01.784740] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2025-12-11T20:37:01.785541] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:01.785623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:01.787310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:01.789859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:01.790249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:01.791880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:01.795854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:01.796474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:01.798317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:01.803222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:01.807296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:01.842141] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-11T20:37:01.842227] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=53.3323%)
[2025-12-11T20:37:01.842442] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-11T20:37:01.842491] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-11T20:37:01.842936] [INFO ] [main      ] Progress: 83/412 forecasts completed (20.1%). NXE finished in 0.7s. ETA: 58.2s. Rate: 339.16 forecasts/min
[2025-12-11T20:37:01.856949] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:01.858159] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-11T20:37:01.858220] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-11T20:37:01.858254] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-11T20:37:01.859251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:01.859315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:01.860165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:01.862758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:01.863014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:01.863525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:01.864797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:01.866057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:01.866853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:01.868550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:01.957823] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:02.023667] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-11T20:37:02.023738] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=44.465%)
[2025-12-11T20:37:02.024111] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-11T20:37:02.024161] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-11T20:37:02.024663] [INFO ] [main      ] Progress: 84/412 forecasts completed (20.4%). DVAX finished in 0.7s. ETA: 58.0s. Rate: 339.05 forecasts/min
[2025-12-11T20:37:02.035460] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:02.036457] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-11T20:37:02.036508] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-11T20:37:02.036550] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-11T20:37:02.037350] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:02.037410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:02.042214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:02.043985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:02.044506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:02.044909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:02.180671] [DEBUG] [MAG       ] TTEC: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.200878] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.232525] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.348085] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:02.366929] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:02.388288] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.413394] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:02.415033] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2025-12-11T20:37:02.415105] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=6.23% (Conf=54.9101%)
[2025-12-11T20:37:02.415507] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-11T20:37:02.415557] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-11T20:37:02.415537] [INFO ] [main      ] Progress: 85/412 forecasts completed (20.6%). TTEC finished in 0.7s. ETA: 58.7s. Rate: 334.30 forecasts/min
[2025-12-11T20:37:02.426595] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:02.427510] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-11T20:37:02.427561] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-11T20:37:02.427612] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-11T20:37:02.428560] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:02.428645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:02.433854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:02.435438] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-11T20:37:02.435509] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=-3.38% (Conf=51.9456%)
[2025-12-11T20:37:02.435690] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-11T20:37:02.435735] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-11T20:37:02.435681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:02.436418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:02.436418] [INFO ] [main      ] Progress: 86/412 forecasts completed (20.9%). CODA finished in 0.7s. ETA: 57.9s. Rate: 337.77 forecasts/min
[2025-12-11T20:37:02.436947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:02.438360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:02.439189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:02.448151] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:02.449037] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-11T20:37:02.449092] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-11T20:37:02.449123] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-11T20:37:02.449940] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:02.449997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:02.507505] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-11T20:37:02.507622] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=57.2769%)
[2025-12-11T20:37:02.507833] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-11T20:37:02.507898] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-11T20:37:02.508875] [INFO ] [main      ] Progress: 87/412 forecasts completed (21.1%). NATL finished in 0.7s. ETA: 57.3s. Rate: 340.08 forecasts/min
[2025-12-11T20:37:02.522039] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:02.523641] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-11T20:37:02.523699] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-11T20:37:02.523732] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-11T20:37:02.524767] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:02.524832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:02.530183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:02.532205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:02.532745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:02.533203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:02.535950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:02.538045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:02.539295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:02.550140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:02.560887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:02.561995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:02.568024] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:02.589655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:02.592665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:02.636662] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-11T20:37:02.636739] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=62.9904%)
[2025-12-11T20:37:02.636902] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-11T20:37:02.636945] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-11T20:37:02.637949] [INFO ] [main      ] Progress: 88/412 forecasts completed (21.4%). VTEX finished in 0.6s. ETA: 57.0s. Rate: 341.12 forecasts/min
[2025-12-11T20:37:02.648724] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:02.649657] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-11T20:37:02.649708] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-11T20:37:02.649738] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-11T20:37:02.650530] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:02.650930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:02.655798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:02.657050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:02.658131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:02.900720] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.901928] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-11
[2025-12-11T20:37:02.933304] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.040654] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.065484] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.080413] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.103772] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.139973] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-11T20:37:03.140043] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=58.6856%)
[2025-12-11T20:37:03.140392] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-11T20:37:03.140442] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-11T20:37:03.140423] [INFO ] [main      ] Progress: 89/412 forecasts completed (21.6%). HPE finished in 0.7s. ETA: 58.0s. Rate: 334.15 forecasts/min
[2025-12-11T20:37:03.151796] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.152851] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-11T20:37:03.152902] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-11T20:37:03.152933] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-11T20:37:03.153743] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:03.153801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:03.154529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:03.155420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:03.156173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:03.205167] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-11T20:37:03.205259] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=39.2888%)
[2025-12-11T20:37:03.205476] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-11T20:37:03.205524] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-11T20:37:03.205917] [INFO ] [main      ] Progress: 90/412 forecasts completed (21.8%). MSGS finished in 0.7s. ETA: 57.4s. Rate: 336.53 forecasts/min
[2025-12-11T20:37:03.208565] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.219766] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.222019] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-11T20:37:03.222081] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-11T20:37:03.222114] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-11T20:37:03.223088] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:03.223151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:03.252768] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-11T20:37:03.252840] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=58.5888%)
[2025-12-11T20:37:03.253205] [INFO ] [main      ] Progress: 91/412 forecasts completed (22.1%). HIFS finished in 0.8s. ETA: 56.8s. Rate: 339.27 forecasts/min
[2025-12-11T20:37:03.253335] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-11T20:37:03.253380] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-11T20:37:03.265196] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.265712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:03.266382] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-11T20:37:03.266436] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-11T20:37:03.266477] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-11T20:37:03.267306] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:03.267366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:03.269140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:03.269689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:03.270095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:03.271069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:03.309360] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-11T20:37:03.309441] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=46.2187%)
[2025-12-11T20:37:03.309926] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-11T20:37:03.309980] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-11T20:37:03.310651] [INFO ] [main      ] Progress: 92/412 forecasts completed (22.3%). BJ finished in 0.7s. ETA: 56.2s. Rate: 341.78 forecasts/min
[2025-12-11T20:37:03.318779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:03.320110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:03.320614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:03.321447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:03.321760] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.323051] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-11T20:37:03.323106] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-11T20:37:03.323138] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-11T20:37:03.323973] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:03.324032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:03.329220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:03.414062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:03.497190] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.670631] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.680967] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.687364] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.773236] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-11
[2025-12-11T20:37:03.779175] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-11T20:37:03.779243] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=1.90% (Conf=61.0506%)
[2025-12-11T20:37:03.779645] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-11T20:37:03.779705] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-11T20:37:03.779677] [INFO ] [main      ] Progress: 93/412 forecasts completed (22.6%). BLBD finished in 0.6s. ETA: 57.0s. Rate: 335.74 forecasts/min
[2025-12-11T20:37:03.791404] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.792585] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-11T20:37:03.792638] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-11T20:37:03.792669] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-11T20:37:03.793467] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:03.793526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:03.798473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:03.800232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:03.845522] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.849648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:03.850474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:03.851786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:03.869210] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.934304] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-11T20:37:03.934395] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=54.6938%)
[2025-12-11T20:37:03.934638] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-11T20:37:03.934688] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-11T20:37:03.934921] [INFO ] [main      ] Progress: 94/412 forecasts completed (22.8%). BDN finished in 0.7s. ETA: 56.8s. Rate: 336.21 forecasts/min
[2025-12-11T20:37:03.947129] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:03.949143] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.949405] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-11T20:37:03.949471] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=49.9198%)
[2025-12-11T20:37:03.949819] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-11T20:37:03.949870] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-11T20:37:03.950872] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-11T20:37:03.950931] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-11T20:37:03.950963] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-11T20:37:03.951071] [INFO ] [main      ] Progress: 95/412 forecasts completed (23.1%). ESTA finished in 0.7s. ETA: 56.0s. Rate: 339.46 forecasts/min
[2025-12-11T20:37:03.952109] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-11T20:37:03.952210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:03.957528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:03.959663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:03.960254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:03.960732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:03.961149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:03.961862] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:03.961961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:03.962854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:03.963566] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-11T20:37:03.963639] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-11T20:37:03.963670] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-11T20:37:03.964479] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:03.964539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:03.965469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:03.966245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:03.966788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:03.967176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:03.971372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:03.973439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.020069] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-11T20:37:04.020140] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=3.59% (Conf=47.8169%)
[2025-12-11T20:37:04.020362] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-11T20:37:04.020414] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-11T20:37:04.021675] [INFO ] [main      ] Progress: 96/412 forecasts completed (23.3%). GTES finished in 0.7s. ETA: 55.5s. Rate: 341.60 forecasts/min
[2025-12-11T20:37:04.032004] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:04.032968] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-11T20:37:04.033025] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-11T20:37:04.033058] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-11T20:37:04.033927] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:04.033990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:04.034759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:04.075744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:04.076805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.086543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:04.088875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:04.133334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:04.134965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:04.177978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:04.179462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:04.180969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:04.196998] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-11
[2025-12-11T20:37:04.264771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:04.265923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:04.268022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:04.271059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:04.272225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:04.274294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:04.275074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:04.279732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:04.280922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:04.282383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:04.283936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:04.287058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:04.287776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:04.288679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:04.290791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:04.291957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:04.292711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:04.293721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:04.294476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:04.297684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:04.299508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:04.302121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:04.304456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:04.308541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:04.329130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:04.330161] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-11
[2025-12-11T20:37:04.331130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:04.333169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:04.334118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:04.336242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:04.338327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:04.339332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:04.341038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:04.343286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:04.345152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:04.352028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.369065] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:04.421457] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-11
[2025-12-11T20:37:04.504774] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:04.560060] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-11T20:37:04.560129] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-9.62% (Conf=47.1878%)
[2025-12-11T20:37:04.560315] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-11T20:37:04.560360] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-11T20:37:04.561251] [INFO ] [main      ] Progress: 97/412 forecasts completed (23.5%). APLD finished in 0.8s. ETA: 56.5s. Rate: 334.45 forecasts/min
[2025-12-11T20:37:04.572335] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:04.573405] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-11T20:37:04.573477] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-11T20:37:04.573518] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-11T20:37:04.574495] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:04.574591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:04.576218] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-11T20:37:04.576289] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=47.8543%)
[2025-12-11T20:37:04.576746] [INFO ] [main      ] Progress: 98/412 forecasts completed (23.8%). FIGS finished in 0.6s. ETA: 55.8s. Rate: 337.60 forecasts/min
[2025-12-11T20:37:04.576895] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-11T20:37:04.576939] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-11T20:37:04.589690] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:04.590918] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-11T20:37:04.590979] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-11T20:37:04.591012] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-11T20:37:04.591909] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:04.591980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:04.592651] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:04.596899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:04.598710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:04.599184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:04.599977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:04.600661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:04.602181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.616432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.649497] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-11T20:37:04.649567] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=49.4114%)
[2025-12-11T20:37:04.649922] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-11T20:37:04.649972] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-11T20:37:04.650950] [INFO ] [main      ] Progress: 99/412 forecasts completed (24.0%). KPRX finished in 0.6s. ETA: 55.3s. Rate: 339.60 forecasts/min
[2025-12-11T20:37:04.662877] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:04.663619] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-11T20:37:04.663672] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-11T20:37:04.663702] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-11T20:37:04.664493] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:04.664550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:04.666601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:04.722502] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-11
[2025-12-11T20:37:04.909745] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:04.939235] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-11
[2025-12-11T20:37:04.955929] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.028017] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.112008] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.124853] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.184593] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-11T20:37:05.184686] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-11T20:37:05.185198] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-11T20:37:05.185253] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-11T20:37:05.185690] [INFO ] [main      ] Progress: 100/412 forecasts completed (24.3%). TBIL finished in 1.2s. ETA: 56.2s. Rate: 332.85 forecasts/min
[2025-12-11T20:37:05.194444] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-11T20:37:05.194519] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-12.47% (Conf=55.7376%)
[2025-12-11T20:37:05.194738] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-11T20:37:05.194786] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-11T20:37:05.197665] [INFO ] [main      ] Progress: 101/412 forecasts completed (24.5%). WKSP finished in 0.6s. ETA: 55.5s. Rate: 335.96 forecasts/min
[2025-12-11T20:37:05.204809] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.206116] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.206314] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-11T20:37:05.206375] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-11T20:37:05.206409] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-11T20:37:05.207808] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:05.207909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:05.208688] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.209651] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-11T20:37:05.209703] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-11T20:37:05.209736] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-11T20:37:05.210633] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:05.210692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:05.213269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:05.215512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:05.216094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:05.216549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:05.216921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.219146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:05.220853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:05.221633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:05.222410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.265007] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-11T20:37:05.265076] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=10.11% (Conf=52.7203%)
[2025-12-11T20:37:05.265236] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-11T20:37:05.265279] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-11T20:37:05.266061] [INFO ] [main      ] Progress: 102/412 forecasts completed (24.8%). LII finished in 0.7s. ETA: 55.0s. Rate: 338.00 forecasts/min
[2025-12-11T20:37:05.276614] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.277547] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-11T20:37:05.277614] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-11T20:37:05.277647] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-11T20:37:05.278222] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-11T20:37:05.278285] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=55.6418%)
[2025-12-11T20:37:05.278466] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-11T20:37:05.278464] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:05.278509] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-11T20:37:05.278522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:05.279029] [INFO ] [main      ] Progress: 103/412 forecasts completed (25.0%). AES finished in 0.6s. ETA: 54.4s. Rate: 341.07 forecasts/min
[2025-12-11T20:37:05.283325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:05.285155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:05.285682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:05.286412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:05.289333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:05.289817] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.290029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.290946] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-11T20:37:05.291010] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-11T20:37:05.291042] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-11T20:37:05.291838] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:05.291909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:05.293663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:05.294178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:05.295096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:05.297480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:05.374441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.569279] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.584562] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.655227] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.739165] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-11
[2025-12-11T20:37:05.743653] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.769697] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.798167] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-11T20:37:05.798242] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=50.2221%)
[2025-12-11T20:37:05.798983] [INFO ] [main      ] Fetching symbol history for ACRS...
[2025-12-11T20:37:05.799036] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2025-12-11T20:37:05.801457] [INFO ] [main      ] Progress: 104/412 forecasts completed (25.2%). ACTG finished in 0.6s. ETA: 55.2s. Rate: 334.73 forecasts/min
[2025-12-11T20:37:05.813939] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.815357] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2025-12-11T20:37:05.815428] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2025-12-11T20:37:05.815466] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2025-12-11T20:37:05.816636] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:05.816715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:05.822450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:05.824474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:05.825046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:05.825455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:05.828233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:05.832652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.839727] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.858432] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-11T20:37:05.858521] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=42.4983%)
[2025-12-11T20:37:05.859077] [INFO ] [main      ] Progress: 105/412 forecasts completed (25.5%). LINC finished in 0.7s. ETA: 54.7s. Rate: 336.91 forecasts/min
[2025-12-11T20:37:05.859326] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-11T20:37:05.859389] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-11T20:37:05.873727] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.875116] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-11T20:37:05.875172] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-11T20:37:05.875205] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-11T20:37:05.876139] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:05.876202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:05.908005] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-11T20:37:05.908082] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=68.7642%)
[2025-12-11T20:37:05.908536] [INFO ] [main      ] Progress: 106/412 forecasts completed (25.7%). CELZ finished in 0.6s. ETA: 54.1s. Rate: 339.22 forecasts/min
[2025-12-11T20:37:05.908677] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-11T20:37:05.908722] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-11T20:37:05.920822] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:05.921055] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:05.921741] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-11T20:37:05.921793] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-11T20:37:05.921824] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-11T20:37:05.922635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:05.922696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:05.924390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:05.924933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:05.925326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:05.926360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:05.927755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:05.993833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:05.996343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:05.997593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.000628] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-11T20:37:06.000707] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=53.3077%)
[2025-12-11T20:37:06.001152] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-11T20:37:06.001204] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-11T20:37:06.001649] [INFO ] [main      ] Progress: 107/412 forecasts completed (26.0%). WCLD finished in 0.7s. ETA: 53.7s. Rate: 340.73 forecasts/min
[2025-12-11T20:37:06.012618] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:06.013733] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-11T20:37:06.013785] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-11T20:37:06.013817] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-11T20:37:06.014624] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:06.014685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:06.016357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:06.016881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:06.017286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:06.021539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:06.023380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:06.099292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:06.100625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:06.101338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.204362] [DEBUG] [MAG       ] ACRS: Last date is validated at 2025-12-11
[2025-12-11T20:37:06.261146] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-11
[2025-12-11T20:37:06.358805] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-11
[2025-12-11T20:37:06.384142] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:06.430728] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:06.442136] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-11
[2025-12-11T20:37:06.447050] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2025-12-11T20:37:06.447119] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=13.42% (Conf=48.6532%)
[2025-12-11T20:37:06.447496] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-11T20:37:06.447547] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-11T20:37:06.447659] [INFO ] [main      ] Progress: 108/412 forecasts completed (26.2%). ACRS finished in 0.6s. ETA: 54.3s. Rate: 335.96 forecasts/min
[2025-12-11T20:37:06.459342] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:06.460366] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-11T20:37:06.460430] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-11T20:37:06.460463] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-11T20:37:06.461315] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:06.461389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:06.466622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:06.517901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:06.518969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:06.521035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:06.523367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.540008] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:06.556859] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-11T20:37:06.556931] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=59.5514%)
[2025-12-11T20:37:06.557096] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-11T20:37:06.557140] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-11T20:37:06.557902] [INFO ] [main      ] Progress: 109/412 forecasts completed (26.5%). ALGN finished in 0.6s. ETA: 53.9s. Rate: 337.14 forecasts/min
[2025-12-11T20:37:06.569046] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:06.570224] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-11T20:37:06.570275] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-11T20:37:06.570306] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-11T20:37:06.571148] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:06.571207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:06.572148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:06.572953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:06.575015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:06.575736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.610246] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:06.628124] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-11T20:37:06.628241] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=4.02% (Conf=63.2943%)
[2025-12-11T20:37:06.628764] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-11T20:37:06.628819] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-11T20:37:06.629676] [INFO ] [main      ] Progress: 110/412 forecasts completed (26.7%). FCBC finished in 0.8s. ETA: 53.5s. Rate: 338.98 forecasts/min
[2025-12-11T20:37:06.643060] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:06.645385] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-11T20:37:06.645448] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-11T20:37:06.645481] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-11T20:37:06.646436] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:06.646505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:06.651754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:06.653739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:06.654283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:06.654741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:06.686923] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-11T20:37:06.687003] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=2.46% (Conf=49.0309%)
[2025-12-11T20:37:06.687388] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-11T20:37:06.687439] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-11T20:37:06.688618] [INFO ] [main      ] Progress: 111/412 forecasts completed (26.9%). CAAP finished in 0.7s. ETA: 53.0s. Rate: 341.03 forecasts/min
[2025-12-11T20:37:06.695075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:06.699188] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:06.700167] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-11T20:37:06.700219] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-11T20:37:06.700249] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-11T20:37:06.701160] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:06.701221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:06.702959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:06.703471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:06.742882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.746513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:06.747841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:06.748639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:06.754652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:06.863695] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-11
[2025-12-11T20:37:06.907224] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.044153] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.072555] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.079387] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.100017] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.110294] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-11T20:37:07.110368] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=60.5064%)
[2025-12-11T20:37:07.110734] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-11T20:37:07.110785] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-11T20:37:07.110777] [INFO ] [main      ] Progress: 112/412 forecasts completed (27.2%). CDXS finished in 0.7s. ETA: 53.4s. Rate: 336.82 forecasts/min
[2025-12-11T20:37:07.122192] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.123278] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-11T20:37:07.123329] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-11T20:37:07.123361] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-11T20:37:07.124174] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:07.124236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:07.125125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:07.126145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:07.136746] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-11T20:37:07.136814] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=48.7647%)
[2025-12-11T20:37:07.137161] [INFO ] [main      ] Progress: 113/412 forecasts completed (27.4%). OBDC finished in 0.6s. ETA: 52.9s. Rate: 339.38 forecasts/min
[2025-12-11T20:37:07.137276] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-11T20:37:07.137319] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-11T20:37:07.153817] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.154644] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-11T20:37:07.154693] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-11T20:37:07.154723] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-11T20:37:07.155514] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:07.155588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:07.160347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:07.162050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:07.163822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:07.164944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:07.166730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.177490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:07.181942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:07.183316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.249283] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.283675] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.337928] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-11T20:37:07.338013] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=61.792%)
[2025-12-11T20:37:07.338479] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-11T20:37:07.338531] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-11T20:37:07.338667] [INFO ] [main      ] Progress: 114/412 forecasts completed (27.7%). MKC finished in 0.7s. ETA: 52.7s. Rate: 338.97 forecasts/min
[2025-12-11T20:37:07.349872] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.350935] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-11T20:37:07.350987] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-11T20:37:07.351019] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-11T20:37:07.351854] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-11T20:37:07.351919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:07.356844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:07.358669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:07.359156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:07.359545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:07.361104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:07.361873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:07.363090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:07.363732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:07.365213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:07.367311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:07.368460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.369845] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-11T20:37:07.369941] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=51.6858%)
[2025-12-11T20:37:07.370529] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-11T20:37:07.370608] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-11T20:37:07.371662] [INFO ] [main      ] Progress: 115/412 forecasts completed (27.9%). ROE finished in 0.7s. ETA: 52.2s. Rate: 341.38 forecasts/min
[2025-12-11T20:37:07.385432] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.387030] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-11T20:37:07.387097] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-11T20:37:07.387130] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-11T20:37:07.388205] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:07.388275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:07.393796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:07.395902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:07.396472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:07.396965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:07.397394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:07.398658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:07.400792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:07.402459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.504499] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.521395] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.670319] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.690907] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.714250] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.809370] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-11T20:37:07.809462] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-4.48% (Conf=47.8253%)
[2025-12-11T20:37:07.809658] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-11T20:37:07.809706] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-11T20:37:07.810043] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-11T20:37:07.810122] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=44.9206%)
[2025-12-11T20:37:07.810274] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-11T20:37:07.810317] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-11T20:37:07.810981] [INFO ] [main      ] Progress: 116/412 forecasts completed (28.2%). AAP finished in 0.7s. ETA: 52.7s. Rate: 337.03 forecasts/min
[2025-12-11T20:37:07.811073] [INFO ] [main      ] Progress: 117/412 forecasts completed (28.4%). AM finished in 0.7s. ETA: 52.1s. Rate: 339.93 forecasts/min
[2025-12-11T20:37:07.811108] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-11
[2025-12-11T20:37:07.824274] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.825443] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-11T20:37:07.825496] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-11T20:37:07.825527] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-11T20:37:07.826328] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:07.826399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:07.827475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:07.828260] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:07.829468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:07.829525] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-11T20:37:07.829614] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-11T20:37:07.829674] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-11T20:37:07.829961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:07.830866] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:07.830957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:07.831030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:07.832239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:07.832646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:07.833690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:07.834339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.835360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:07.836409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:07.890156] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:07.987232] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:08.003855] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-11T20:37:08.003929] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=63.0494%)
[2025-12-11T20:37:08.004134] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-11T20:37:08.004183] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-11T20:37:08.005691] [INFO ] [main      ] Progress: 118/412 forecasts completed (28.6%). STBA finished in 0.7s. ETA: 51.9s. Rate: 339.63 forecasts/min
[2025-12-11T20:37:08.017626] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.018664] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-11T20:37:08.018716] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-11T20:37:08.018748] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-11T20:37:08.019598] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:08.019662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:08.024522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:08.026407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:08.026948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:08.027398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:08.027812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:08.028648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:08.029682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:08.030372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:08.031599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:08.033712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:08.048171] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-11T20:37:08.048247] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-11T20:37:08.048615] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-11T20:37:08.048667] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-11T20:37:08.048630] [INFO ] [main      ] Progress: 119/412 forecasts completed (28.9%). BSJS finished in 0.7s. ETA: 51.4s. Rate: 341.81 forecasts/min
[2025-12-11T20:37:08.060323] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.061353] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-11T20:37:08.061408] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-11T20:37:08.061439] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-11T20:37:08.062252] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:08.062311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:08.064695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:08.065870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:08.068552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:08.181614] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-11
[2025-12-11T20:37:08.316378] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-11
[2025-12-11T20:37:08.359597] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:08.381229] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-11
[2025-12-11T20:37:08.409211] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-11
[2025-12-11T20:37:08.459423] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-11T20:37:08.459499] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=50.0096%)
[2025-12-11T20:37:08.459681] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-11T20:37:08.459726] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-11T20:37:08.460935] [INFO ] [main      ] Progress: 120/412 forecasts completed (29.1%). FELE finished in 0.6s. ETA: 51.8s. Rate: 338.01 forecasts/min
[2025-12-11T20:37:08.471554] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.472773] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-11T20:37:08.472844] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-11T20:37:08.472876] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-11T20:37:08.473730] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:08.473791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:08.479020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:08.480867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:08.481342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:08.482261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:08.519779] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:08.553853] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:08.586671] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:08.593402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:08.594873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:08.614492] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-11T20:37:08.614595] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=49.3652%)
[2025-12-11T20:37:08.615090] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-11T20:37:08.615145] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-11T20:37:08.615683] [INFO ] [main      ] Progress: 121/412 forecasts completed (29.4%). YUMC finished in 0.8s. ETA: 51.6s. Rate: 338.37 forecasts/min
[2025-12-11T20:37:08.629999] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.631403] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-11T20:37:08.631485] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-11T20:37:08.631519] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-11T20:37:08.635249] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:08.663151] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-11T20:37:08.663228] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=3.26% (Conf=46.1566%)
[2025-12-11T20:37:08.663739] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-11T20:37:08.663792] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-11T20:37:08.664649] [INFO ] [main      ] Progress: 122/412 forecasts completed (29.6%). REVG finished in 0.7s. ETA: 51.1s. Rate: 340.39 forecasts/min
[2025-12-11T20:37:08.675665] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.676826] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-11T20:37:08.676878] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-11T20:37:08.676909] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-11T20:37:08.677754] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:08.677816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:08.680683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:08.745302] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-11T20:37:08.745393] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=54.6362%)
[2025-12-11T20:37:08.745764] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-11T20:37:08.745816] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-11T20:37:08.746667] [INFO ] [main      ] Progress: 123/412 forecasts completed (29.9%). IESC finished in 0.7s. ETA: 50.7s. Rate: 341.87 forecasts/min
[2025-12-11T20:37:08.758077] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:08.759254] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-11T20:37:08.759305] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-11T20:37:08.759335] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-11T20:37:08.760151] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:08.760212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:08.765053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:08.766871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:08.767349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:08.797238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:08.799504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:08.818212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:08.881964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:08.883974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:08.884458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:08.885626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:08.887930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:08.894593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:08.895675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:08.897329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:08.898426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:08.899112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:08.942294] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.004188] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.107874] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.168334] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-11T20:37:09.168406] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=-4.61% (Conf=56.6456%)
[2025-12-11T20:37:09.168802] [INFO ] [main      ] Progress: 124/412 forecasts completed (30.1%). PLTK finished in 0.7s. ETA: 51.1s. Rate: 338.04 forecasts/min
[2025-12-11T20:37:09.168930] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-11T20:37:09.168973] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-11T20:37:09.180827] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:09.181980] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-11T20:37:09.182038] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-11T20:37:09.182069] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-11T20:37:09.182088] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.182884] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:09.182948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:09.187716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:09.189611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:09.190085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:09.190466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:09.191227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:09.229367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:09.231356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:09.235529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:09.236591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:09.242737] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.249189] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.321866] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-11T20:37:09.321984] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=50.4091%)
[2025-12-11T20:37:09.322201] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-11T20:37:09.322250] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-11T20:37:09.322875] [INFO ] [main      ] Progress: 125/412 forecasts completed (30.3%). AAPL finished in 0.7s. ETA: 50.9s. Rate: 338.40 forecasts/min
[2025-12-11T20:37:09.336938] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:09.338197] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-11T20:37:09.338251] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-11T20:37:09.338282] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-11T20:37:09.339208] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:09.339270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:09.344449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:09.346339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:09.346896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:09.347668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:09.350050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:09.351029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:09.412703] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.427412] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.493804] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-11T20:37:09.493882] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=58.914%)
[2025-12-11T20:37:09.494243] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-11T20:37:09.494293] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-11T20:37:09.494841] [INFO ] [main      ] Progress: 126/412 forecasts completed (30.6%). EVN finished in 0.8s. ETA: 50.7s. Rate: 338.48 forecasts/min
[2025-12-11T20:37:09.507429] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:09.508406] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-11T20:37:09.508466] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-11T20:37:09.508500] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-11T20:37:09.509360] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:09.509421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:09.512987] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-11T20:37:09.513062] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=50.9731%)
[2025-12-11T20:37:09.513227] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-11T20:37:09.513271] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-11T20:37:09.514625] [INFO ] [main      ] Progress: 127/412 forecasts completed (30.8%). RHI finished in 0.8s. ETA: 50.2s. Rate: 340.86 forecasts/min
[2025-12-11T20:37:09.515362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:09.516479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:09.525091] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:09.526018] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-11T20:37:09.526068] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-11T20:37:09.526099] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-11T20:37:09.526915] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:09.526978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:09.574557] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.575540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:09.576693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:09.577373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:09.580962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:09.581602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:09.582271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:09.582945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:09.585544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:09.589430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:09.590551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:09.734378] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.744714] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.870053] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-11
[2025-12-11T20:37:09.873546] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-11T20:37:09.873634] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=60.1177%)
[2025-12-11T20:37:09.873993] [INFO ] [main      ] Progress: 128/412 forecasts completed (31.1%). STLD finished in 0.7s. ETA: 50.4s. Rate: 338.11 forecasts/min
[2025-12-11T20:37:09.874127] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-11T20:37:09.874169] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-11T20:37:09.886697] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:09.887794] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-11T20:37:09.887861] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-11T20:37:09.887901] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-11T20:37:09.888916] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:09.888977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:09.890989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:09.891638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:09.892103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:09.917389] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:09.929495] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-11
[2025-12-11T20:37:10.005481] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-11T20:37:10.005568] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=4.11% (Conf=58.0919%)
[2025-12-11T20:37:10.006092] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-11T20:37:10.006149] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-11T20:37:10.007673] [INFO ] [main      ] Progress: 129/412 forecasts completed (31.3%). CMP finished in 0.7s. ETA: 50.1s. Rate: 338.76 forecasts/min
[2025-12-11T20:37:10.021649] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.023162] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-11T20:37:10.023218] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-11T20:37:10.023250] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-11T20:37:10.024281] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:10.024344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.026480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:10.029663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:10.031483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.039254] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.067981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:10.069192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:10.069830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.098561] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-11T20:37:10.098646] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=7.59% (Conf=54.1431%)
[2025-12-11T20:37:10.099006] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-11T20:37:10.099056] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-11T20:37:10.100048] [INFO ] [main      ] Progress: 130/412 forecasts completed (31.6%). HAIN finished in 0.6s. ETA: 49.8s. Rate: 340.01 forecasts/min
[2025-12-11T20:37:10.111867] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.112876] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-11T20:37:10.112929] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-11T20:37:10.112959] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-11T20:37:10.113770] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:10.113830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.118645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:10.119377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:10.121101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:10.121560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:10.122680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:10.123180] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.124734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:10.127428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.204320] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-11T20:37:10.204407] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=5.20% (Conf=54.2765%)
[2025-12-11T20:37:10.204831] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-11T20:37:10.204884] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-11T20:37:10.205685] [INFO ] [main      ] Progress: 131/412 forecasts completed (31.8%). SHLS finished in 0.7s. ETA: 49.4s. Rate: 341.06 forecasts/min
[2025-12-11T20:37:10.218065] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.219231] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-11T20:37:10.219283] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-11T20:37:10.219315] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-11T20:37:10.220177] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:10.220238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.225158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:10.227002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:10.227519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:10.227965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:10.267183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:10.268111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.387535] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-11
[2025-12-11T20:37:10.408730] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-11
[2025-12-11T20:37:10.465273] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-11
[2025-12-11T20:37:10.566488] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.578149] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.618305] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-11
[2025-12-11T20:37:10.632800] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.647756] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-11T20:37:10.647832] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=4.40% (Conf=67.6387%)
[2025-12-11T20:37:10.648036] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-11T20:37:10.648081] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-11T20:37:10.649255] [INFO ] [main      ] Progress: 132/412 forecasts completed (32.0%). ALZN finished in 0.8s. ETA: 49.8s. Rate: 337.17 forecasts/min
[2025-12-11T20:37:10.660745] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.661873] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-11T20:37:10.661925] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-11T20:37:10.661956] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-11T20:37:10.662802] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:10.662859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.667644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:10.669452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:10.669963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:10.670346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.687448] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-11T20:37:10.687545] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=57.9484%)
[2025-12-11T20:37:10.688121] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-11T20:37:10.688180] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-11T20:37:10.688685] [INFO ] [main      ] Progress: 133/412 forecasts completed (32.3%). MATX finished in 0.7s. ETA: 49.4s. Rate: 339.16 forecasts/min
[2025-12-11T20:37:10.703523] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.704722] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-11T20:37:10.704792] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-11T20:37:10.704826] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-11T20:37:10.705786] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:10.705853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.710943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:10.710933] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-11T20:37:10.711013] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=54.9689%)
[2025-12-11T20:37:10.711430] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-11T20:37:10.711482] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-11T20:37:10.711802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:10.712627] [INFO ] [main      ] Progress: 134/412 forecasts completed (32.5%). VSTS finished in 0.6s. ETA: 48.9s. Rate: 341.36 forecasts/min
[2025-12-11T20:37:10.713032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:10.713704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.723952] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.725088] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-11T20:37:10.725145] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-11T20:37:10.725177] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-11T20:37:10.726113] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:10.726175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:10.731323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:10.732704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:10.788956] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:10.867266] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-11T20:37:10.867332] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=57.6911%)
[2025-12-11T20:37:10.867734] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-11T20:37:10.867784] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-11T20:37:10.868667] [INFO ] [main      ] Progress: 135/412 forecasts completed (32.8%). OHI finished in 0.7s. ETA: 48.6s. Rate: 341.64 forecasts/min
[2025-12-11T20:37:10.879753] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:10.880779] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-11T20:37:10.880837] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-11T20:37:10.880869] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-11T20:37:10.881704] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:10.881814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:10.883584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:10.884114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:10.997661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:11.000933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:11.003139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.014681] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.075104] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.079271] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.186349] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.250031] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-11T20:37:11.250102] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-6.70% (Conf=45.6358%)
[2025-12-11T20:37:11.250270] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-11T20:37:11.250312] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-11T20:37:11.251015] [INFO ] [main      ] Progress: 136/412 forecasts completed (33.0%). IMMX finished in 0.6s. ETA: 48.9s. Rate: 338.71 forecasts/min
[2025-12-11T20:37:11.252034] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.253810] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.262453] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.263465] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-11T20:37:11.263520] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-11T20:37:11.263551] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-11T20:37:11.264358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:11.264418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:11.269319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:11.270208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:11.312828] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-11T20:37:11.312896] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=46.1699%)
[2025-12-11T20:37:11.313257] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-11T20:37:11.313306] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-11T20:37:11.313661] [INFO ] [main      ] Progress: 137/412 forecasts completed (33.3%). PDI finished in 0.6s. ETA: 48.5s. Rate: 340.32 forecasts/min
[2025-12-11T20:37:11.313537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:11.315855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:11.316651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:11.325355] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.326324] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-11T20:37:11.326374] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-11T20:37:11.326406] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-11T20:37:11.327222] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:11.327280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:11.328990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:11.329495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:11.329905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:11.330859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:11.335348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.337356] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-11T20:37:11.337462] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=47.277%)
[2025-12-11T20:37:11.337694] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-11T20:37:11.337745] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-11T20:37:11.338875] [INFO ] [main      ] Progress: 138/412 forecasts completed (33.5%). PD finished in 0.6s. ETA: 48.0s. Rate: 342.44 forecasts/min
[2025-12-11T20:37:11.351757] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.353599] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-11T20:37:11.353655] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-11T20:37:11.353687] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-11T20:37:11.354567] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:11.354645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:11.359561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:11.360289] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.360622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:11.362294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.405168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:11.406318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.534797] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.604148] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-11T20:37:11.604230] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=61.8303%)
[2025-12-11T20:37:11.604616] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-11T20:37:11.604673] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-11T20:37:11.604665] [INFO ] [main      ] Progress: 139/412 forecasts completed (33.7%). BCAL finished in 0.7s. ETA: 48.0s. Rate: 341.17 forecasts/min
[2025-12-11T20:37:11.616453] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.617468] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-11T20:37:11.617532] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-11T20:37:11.617611] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-11T20:37:11.618469] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:11.618527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:11.623531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:11.625482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:11.626024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.676401] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.706455] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.743089] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.857293] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.881366] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.909699] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:11.949688] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-11T20:37:11.949778] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=38.3415%)
[2025-12-11T20:37:11.950290] [INFO ] [main      ] Fetching symbol history for MTRX...
[2025-12-11T20:37:11.950344] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2025-12-11T20:37:11.950339] [INFO ] [main      ] Progress: 140/412 forecasts completed (34.0%). UDMY finished in 0.6s. ETA: 48.2s. Rate: 338.84 forecasts/min
[2025-12-11T20:37:11.964255] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.965523] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2025-12-11T20:37:11.965596] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2025-12-11T20:37:11.965641] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2025-12-11T20:37:11.966544] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:11.966630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:11.970110] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-11
[2025-12-11T20:37:11.971986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:11.973869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:11.974429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:11.974850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:11.976174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:11.985151] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-11T20:37:11.985219] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=4.13% (Conf=78.6552%)
[2025-12-11T20:37:11.985381] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-11T20:37:11.985425] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-11T20:37:11.986080] [INFO ] [main      ] Progress: 141/412 forecasts completed (34.2%). CTAS finished in 0.7s. ETA: 47.7s. Rate: 340.77 forecasts/min
[2025-12-11T20:37:11.997289] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:11.998235] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-11T20:37:11.998307] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-11T20:37:11.998338] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-11T20:37:11.999170] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:11.999232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:12.000001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:12.063266] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-11T20:37:12.063337] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=52.783%)
[2025-12-11T20:37:12.064117] [INFO ] [main      ] Progress: 142/412 forecasts completed (34.5%). MANH finished in 0.7s. ETA: 47.4s. Rate: 342.11 forecasts/min
[2025-12-11T20:37:12.064255] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-11T20:37:12.064299] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-11T20:37:12.075791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:12.076138] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.077238] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-11T20:37:12.077289] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-11T20:37:12.077320] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-11T20:37:12.077989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:12.078182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:12.078242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:12.079389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.080017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:12.080539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:12.081005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:12.081397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:12.084147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.140279] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:12.205377] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-11T20:37:12.205452] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=55.911%)
[2025-12-11T20:37:12.205641] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-11T20:37:12.205687] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-11T20:37:12.206660] [INFO ] [main      ] Progress: 143/412 forecasts completed (34.7%). ETO finished in 0.6s. ETA: 47.1s. Rate: 342.56 forecasts/min
[2025-12-11T20:37:12.218451] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.219402] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-11T20:37:12.219457] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-11T20:37:12.219488] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-11T20:37:12.220284] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:12.220341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:12.222328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:12.223986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.325414] [DEBUG] [MAG       ] MTRX: Last date is validated at 2025-12-11
[2025-12-11T20:37:12.411183] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-11
[2025-12-11T20:37:12.432328] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-11
[2025-12-11T20:37:12.501841] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:12.561909] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-11
[2025-12-11T20:37:12.578061] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2025-12-11T20:37:12.578151] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=-2.54% (Conf=55.5046%)
[2025-12-11T20:37:12.578732] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-11T20:37:12.578688] [INFO ] [main      ] Progress: 144/412 forecasts completed (35.0%). MTRX finished in 0.6s. ETA: 47.3s. Rate: 339.90 forecasts/min
[2025-12-11T20:37:12.578789] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-11T20:37:12.579933] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:12.593281] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.595699] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-11T20:37:12.595757] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-11T20:37:12.595788] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-11T20:37:12.596733] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:12.596794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:12.599450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:12.600607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.608986] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:12.680513] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-11T20:37:12.680607] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=46.496%)
[2025-12-11T20:37:12.680772] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-11T20:37:12.680816] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-11T20:37:12.682612] [INFO ] [main      ] Progress: 145/412 forecasts completed (35.2%). AMN finished in 0.7s. ETA: 47.0s. Rate: 340.87 forecasts/min
[2025-12-11T20:37:12.683061] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-11T20:37:12.683115] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=3.16% (Conf=50.2712%)
[2025-12-11T20:37:12.683285] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-11T20:37:12.683327] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-11T20:37:12.684459] [INFO ] [main      ] Progress: 146/412 forecasts completed (35.4%). SSRM finished in 0.6s. ETA: 46.5s. Rate: 343.20 forecasts/min
[2025-12-11T20:37:12.693461] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.694509] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-11T20:37:12.694562] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-11T20:37:12.694615] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-11T20:37:12.695418] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:12.695477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:12.695707] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.696403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:12.696650] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-11T20:37:12.696701] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-11T20:37:12.696732] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-11T20:37:12.697508] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:12.697569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:12.697603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:12.699076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.699276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:12.699815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:12.700229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:12.702565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:12.730414] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:12.741045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.815628] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-11T20:37:12.815713] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=46.2185%)
[2025-12-11T20:37:12.815911] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-11T20:37:12.815966] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-11T20:37:12.817662] [INFO ] [main      ] Progress: 147/412 forecasts completed (35.7%). CIB finished in 0.6s. ETA: 46.3s. Rate: 343.75 forecasts/min
[2025-12-11T20:37:12.832361] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:12.833547] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-11T20:37:12.833649] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-11T20:37:12.833698] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-11T20:37:12.834940] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:12.835033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:12.842360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:12.844931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:12.845534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:12.846651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:12.847800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:12.849489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:12.953785] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.033884] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.084822] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.128650] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.195054] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-11T20:37:13.195138] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=48.8976%)
[2025-12-11T20:37:13.195655] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-11T20:37:13.195711] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-11T20:37:13.195712] [INFO ] [main      ] Progress: 148/412 forecasts completed (35.9%). RDY finished in 0.6s. ETA: 46.4s. Rate: 341.07 forecasts/min
[2025-12-11T20:37:13.198354] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.203813] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.210384] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:13.211849] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-11T20:37:13.211909] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-11T20:37:13.211942] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-11T20:37:13.212979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:13.213041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:13.214103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:13.216814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:13.255452] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.258924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:13.261484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:13.330235] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-11T20:37:13.330313] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=49.4506%)
[2025-12-11T20:37:13.330745] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-11T20:37:13.330797] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-11T20:37:13.331617] [INFO ] [main      ] Progress: 149/412 forecasts completed (36.2%). INVH finished in 0.6s. ETA: 46.2s. Rate: 341.59 forecasts/min
[2025-12-11T20:37:13.342829] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:13.343701] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-11T20:37:13.343752] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-11T20:37:13.343783] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-11T20:37:13.344594] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:13.344655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:13.349508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:13.351306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:13.351801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:13.352186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:13.367684] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.387695] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-11T20:37:13.387769] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=76.025%)
[2025-12-11T20:37:13.387948] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-11T20:37:13.388000] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-11T20:37:13.388897] [INFO ] [main      ] Progress: 150/412 forecasts completed (36.4%). NDAQ finished in 0.7s. ETA: 45.8s. Rate: 343.13 forecasts/min
[2025-12-11T20:37:13.402150] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:13.403264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:13.403733] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-11T20:37:13.403786] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-11T20:37:13.403817] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-11T20:37:13.404228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:13.404670] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-11T20:37:13.404768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:13.409605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:13.411488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:13.412019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:13.412450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:13.412878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:13.413637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:13.414431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:13.416947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:13.430018] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-11T20:37:13.430094] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=50.5708%)
[2025-12-11T20:37:13.430443] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-11T20:37:13.430493] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-11T20:37:13.430649] [INFO ] [main      ] Progress: 151/412 forecasts completed (36.7%). CFFN finished in 0.6s. ETA: 45.4s. Rate: 344.87 forecasts/min
[2025-12-11T20:37:13.442285] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:13.443398] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-11T20:37:13.443448] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-11T20:37:13.443479] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-11T20:37:13.444297] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:13.444357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:13.446771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:13.449486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:13.450874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:13.452263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:13.479014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:13.528943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:13.530870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:13.569262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:13.570362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:13.610873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:13.611808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:13.613027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:13.638923] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.687307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:13.688116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:13.689993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:13.692699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:13.693775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:13.695753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:13.696471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:13.700769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:13.701915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:13.703211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:13.704737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:13.707558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:13.708238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:13.708986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:13.710956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:13.715392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:13.716100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:13.716803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:13.717481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:13.720292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:13.721935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:13.724391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:13.726559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:13.730431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:13.747504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:13.748691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:13.750310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:13.751043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:13.752649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:13.754212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:13.755135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:13.756313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:13.757519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:13.759736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:13.761270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:13.764069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:13.765852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:13.771514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:13.792865] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.810118] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.815297] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-11
[2025-12-11T20:37:13.958669] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-11T20:37:13.958758] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=56.9366%)
[2025-12-11T20:37:13.959278] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-11T20:37:13.959330] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-11T20:37:13.959687] [INFO ] [main      ] Progress: 152/412 forecasts completed (36.9%). SOXX finished in 0.8s. ETA: 45.8s. Rate: 340.30 forecasts/min
[2025-12-11T20:37:13.974397] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:13.975226] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:13.976543] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-11T20:37:13.976627] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-11T20:37:13.976662] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-11T20:37:13.977561] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:13.977647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:13.982705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:13.983769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:13.986256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:13.991542] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:14.057434] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-11T20:37:14.057510] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=3.01% (Conf=56.8453%)
[2025-12-11T20:37:14.057711] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-11T20:37:14.057758] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-11T20:37:14.059702] [INFO ] [main      ] Progress: 153/412 forecasts completed (37.1%). HMC finished in 0.6s. ETA: 45.5s. Rate: 341.26 forecasts/min
[2025-12-11T20:37:14.062683] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-11T20:37:14.062743] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=48.3251%)
[2025-12-11T20:37:14.062919] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-11T20:37:14.062966] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-11T20:37:14.064121] [INFO ] [main      ] Progress: 154/412 forecasts completed (37.4%). TSLX finished in 0.7s. ETA: 45.1s. Rate: 343.44 forecasts/min
[2025-12-11T20:37:14.070050] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.071063] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-11T20:37:14.071117] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-11T20:37:14.071150] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-11T20:37:14.071998] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:14.072074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:14.076448] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.077058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:14.077431] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-11T20:37:14.077484] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-11T20:37:14.077515] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-11T20:37:14.078345] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:14.078405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:14.078879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:14.079524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:14.080138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:14.080667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:14.081108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:14.081708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:14.083419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.086781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.104734] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-11
[2025-12-11T20:37:14.271151] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:14.333469] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-11
[2025-12-11T20:37:14.421021] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-11
[2025-12-11T20:37:14.433642] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-11
[2025-12-11T20:37:14.511555] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:14.530993] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-11T20:37:14.531071] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-11T20:37:14.531233] [INFO ] [main      ] Fetching symbol history for MILN...
[2025-12-11T20:37:14.531275] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2025-12-11T20:37:14.533663] [INFO ] [main      ] Progress: 155/412 forecasts completed (37.6%). BSCQ finished in 1.1s. ETA: 45.4s. Rate: 339.74 forecasts/min
[2025-12-11T20:37:14.542546] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.543759] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2025-12-11T20:37:14.543809] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2025-12-11T20:37:14.543841] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2025-12-11T20:37:14.544640] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:14.544701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:14.545417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:14.547059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:14.547596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:14.548697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:14.550363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:14.551390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:14.552066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.573076] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-11T20:37:14.573171] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=51.456%)
[2025-12-11T20:37:14.573711] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-11T20:37:14.573768] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-11T20:37:14.574663] [INFO ] [main      ] Progress: 156/412 forecasts completed (37.9%). CHSCL finished in 0.6s. ETA: 45.0s. Rate: 341.42 forecasts/min
[2025-12-11T20:37:14.588833] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.590170] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:14.590757] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-11T20:37:14.590818] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-11T20:37:14.590863] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-11T20:37:14.591782] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:14.591851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:14.593667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:14.594248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:14.594680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:14.597176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.610564] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:14.647683] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-11T20:37:14.647758] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-5.18% (Conf=51.4396%)
[2025-12-11T20:37:14.648250] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-11T20:37:14.648303] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-11T20:37:14.648272] [INFO ] [main      ] Progress: 157/412 forecasts completed (38.1%). TCPC finished in 0.6s. ETA: 44.6s. Rate: 342.69 forecasts/min
[2025-12-11T20:37:14.660840] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.661769] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-11T20:37:14.661822] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-11T20:37:14.661853] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-11T20:37:14.662696] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:14.662759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:14.667749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:14.669183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:14.671981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:14.682345] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-11T20:37:14.682422] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=49.2488%)
[2025-12-11T20:37:14.682834] [INFO ] [main      ] Progress: 158/412 forecasts completed (38.3%). QQQJ finished in 0.6s. ETA: 44.2s. Rate: 344.44 forecasts/min
[2025-12-11T20:37:14.683026] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-11T20:37:14.683073] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-11T20:37:14.687647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:14.689305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.694885] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:14.695746] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-11T20:37:14.695803] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-11T20:37:14.695836] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-11T20:37:14.696672] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:14.696733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:14.701690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:14.702610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:14.704818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:14.709139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:14.892878] [DEBUG] [MAG       ] MILN: Last date is validated at 2025-12-11
[2025-12-11T20:37:14.953965] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.028802] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.060494] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.116160] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.130757] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.137890] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2025-12-11T20:37:15.137965] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=56.9192%)
[2025-12-11T20:37:15.138441] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-11T20:37:15.138493] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-11T20:37:15.138660] [INFO ] [main      ] Progress: 159/412 forecasts completed (38.6%). MILN finished in 0.6s. ETA: 44.5s. Rate: 340.97 forecasts/min
[2025-12-11T20:37:15.149830] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.151079] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-11T20:37:15.151136] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-11T20:37:15.151168] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-11T20:37:15.152076] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:15.152138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:15.157132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:15.197255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:15.198131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:15.209095] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.256545] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-11T20:37:15.256664] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=55.9392%)
[2025-12-11T20:37:15.256904] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-11T20:37:15.256958] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-11T20:37:15.258677] [INFO ] [main      ] Progress: 160/412 forecasts completed (38.8%). EXPD finished in 0.7s. ETA: 44.3s. Rate: 341.65 forecasts/min
[2025-12-11T20:37:15.271192] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.272422] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-11T20:37:15.272486] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-11T20:37:15.272520] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-11T20:37:15.273490] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:15.286392] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.325667] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-11T20:37:15.325749] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-12.92% (Conf=57.0941%)
[2025-12-11T20:37:15.325914] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-11T20:37:15.325959] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-11T20:37:15.326800] [INFO ] [main      ] Progress: 161/412 forecasts completed (39.1%). TERN finished in 0.7s. ETA: 43.9s. Rate: 342.95 forecasts/min
[2025-12-11T20:37:15.337607] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.338603] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-11T20:37:15.338655] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-11T20:37:15.338686] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-11T20:37:15.339469] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-11T20:37:15.339591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:15.344335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:15.346122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:15.346615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:15.347052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:15.347438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:15.348210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:15.349015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:15.349978] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-11T20:37:15.350042] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=6.81% (Conf=63.4976%)
[2025-12-11T20:37:15.350349] [INFO ] [main      ] Progress: 162/412 forecasts completed (39.3%). CMTL finished in 0.7s. ETA: 43.5s. Rate: 344.80 forecasts/min
[2025-12-11T20:37:15.350465] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-11T20:37:15.350507] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-11T20:37:15.351358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:15.362293] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.363443] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-11T20:37:15.363493] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-11T20:37:15.363524] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-11T20:37:15.364339] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:15.364399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:15.366113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:15.366642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:15.367091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:15.367477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:15.368283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:15.460955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:15.462958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:15.502172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:15.503453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:15.535737] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.548337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:15.549263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:15.550593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:15.625190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:15.625998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:15.626784] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.627878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:15.630637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:15.631712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:15.633679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:15.634397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:15.638638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:15.639807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:15.641117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:15.642661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:15.645470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:15.646137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:15.646841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:15.648843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:15.650271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:15.650978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:15.651679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:15.652354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:15.655055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:15.656651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:15.659046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:15.661245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:15.665020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:15.682831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:15.683968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:15.685625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:15.686334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:15.688028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:15.689668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:15.690569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:15.691761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:15.692973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:15.695048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:15.696538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:15.705741] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.706752] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-11
[2025-12-11T20:37:15.764420] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-11T20:37:15.764495] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=3.13% (Conf=48.6752%)
[2025-12-11T20:37:15.764881] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-11T20:37:15.764934] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-11T20:37:15.766653] [INFO ] [main      ] Progress: 163/412 forecasts completed (39.6%). AEI finished in 0.6s. ETA: 43.7s. Rate: 341.87 forecasts/min
[2025-12-11T20:37:15.776565] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.777603] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-11T20:37:15.777655] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-11T20:37:15.777688] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-11T20:37:15.778513] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:15.778590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:15.782932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:15.785024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:15.803369] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.875683] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:15.925363] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-11T20:37:15.925454] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=51.9851%)
[2025-12-11T20:37:15.925931] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-11T20:37:15.925984] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-11T20:37:15.925984] [INFO ] [main      ] Progress: 164/412 forecasts completed (39.8%). EXP finished in 0.7s. ETA: 43.5s. Rate: 342.07 forecasts/min
[2025-12-11T20:37:15.940618] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.941687] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-11T20:37:15.941742] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-11T20:37:15.941773] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-11T20:37:15.942706] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:15.942768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:15.944527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:15.945112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:15.945552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:15.946413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:15.947281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:15.948980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:15.961352] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-11T20:37:15.961419] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=64.9339%)
[2025-12-11T20:37:15.961830] [INFO ] [main      ] Progress: 165/412 forecasts completed (40.0%). CM finished in 0.6s. ETA: 43.1s. Rate: 343.72 forecasts/min
[2025-12-11T20:37:15.962021] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-11T20:37:15.962066] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-11T20:37:15.973467] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:15.974522] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-11T20:37:15.974594] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-11T20:37:15.974627] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-11T20:37:15.975425] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:15.975484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:15.977180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:15.977717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:15.978125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:16.027310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:16.028725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:16.034891] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.126910] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.205134] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:16.302695] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:16.369925] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.399122] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-11T20:37:16.399202] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-6.70% (Conf=46.2523%)
[2025-12-11T20:37:16.399588] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-11T20:37:16.399641] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-11T20:37:16.400648] [INFO ] [main      ] Progress: 166/412 forecasts completed (40.3%). WLDS finished in 0.6s. ETA: 43.3s. Rate: 340.62 forecasts/min
[2025-12-11T20:37:16.408525] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.411935] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:16.414939] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-11T20:37:16.414998] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-11T20:37:16.415031] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-11T20:37:16.415933] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:16.415996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:16.422500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:16.424385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:16.424904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:16.442737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:16.466234] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-11T20:37:16.466303] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-11T20:37:16.466475] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-11T20:37:16.466518] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-11T20:37:16.466876] [INFO ] [main      ] Progress: 167/412 forecasts completed (40.5%). FTSM finished in 1.1s. ETA: 43.0s. Rate: 341.90 forecasts/min
[2025-12-11T20:37:16.480039] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:16.480915] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-11T20:37:16.480970] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-11T20:37:16.481001] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-11T20:37:16.481823] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:16.481881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:16.483567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:16.484117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:16.484512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:16.485280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:16.538043] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:16.538891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:16.589303] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:16.659769] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-11T20:37:16.659841] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=50.4086%)
[2025-12-11T20:37:16.660215] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-11T20:37:16.660269] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-11T20:37:16.660668] [INFO ] [main      ] Progress: 168/412 forecasts completed (40.8%). LH finished in 0.7s. ETA: 42.8s. Rate: 341.68 forecasts/min
[2025-12-11T20:37:16.674883] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-11T20:37:16.674954] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-6.51% (Conf=58.2599%)
[2025-12-11T20:37:16.675382] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-11T20:37:16.675442] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-11T20:37:16.675657] [INFO ] [main      ] Progress: 169/412 forecasts completed (41.0%). INSG finished in 0.7s. ETA: 42.4s. Rate: 343.54 forecasts/min
[2025-12-11T20:37:16.675723] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:16.677232] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-11T20:37:16.677290] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-11T20:37:16.677321] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-11T20:37:16.678357] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:16.678430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:16.681041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:16.682189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:16.682844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:16.684022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:16.685880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:16.686408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:16.687464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:16.687432] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:16.688639] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-11T20:37:16.688701] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-11T20:37:16.688738] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-11T20:37:16.689159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:16.689626] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:16.689689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:16.690231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:16.690968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:16.694666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:16.799978] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.802552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:16.803443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:16.935727] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-11
[2025-12-11T20:37:16.964494] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.021676] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-11T20:37:17.021747] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-11T20:37:17.022123] [INFO ] [main      ] Progress: 170/412 forecasts completed (41.3%). EVF finished in 0.6s. ETA: 42.5s. Rate: 341.57 forecasts/min
[2025-12-11T20:37:17.022251] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-11T20:37:17.022295] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-11T20:37:17.035051] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.035837] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-11T20:37:17.035893] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-11T20:37:17.035924] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-11T20:37:17.036760] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:17.036830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:17.041418] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.041663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:17.043433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:17.043942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:17.044385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:17.044800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:17.104241] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.135543] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.156117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:17.170784] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-11T20:37:17.170861] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=56.3239%)
[2025-12-11T20:37:17.171223] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-11T20:37:17.171273] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-11T20:37:17.171659] [INFO ] [main      ] Progress: 171/412 forecasts completed (41.5%). KEP finished in 0.7s. ETA: 42.3s. Rate: 341.86 forecasts/min
[2025-12-11T20:37:17.182806] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.183801] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-11T20:37:17.183852] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-11T20:37:17.183883] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-11T20:37:17.184704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:17.184762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:17.189520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:17.191374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:17.191880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:17.192635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:17.219596] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.302509] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.328018] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-11T20:37:17.328110] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=47.517%)
[2025-12-11T20:37:17.328698] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-11T20:37:17.328757] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-11T20:37:17.329667] [INFO ] [main      ] Progress: 172/412 forecasts completed (41.7%). MCHI finished in 0.7s. ETA: 42.1s. Rate: 342.06 forecasts/min
[2025-12-11T20:37:17.344089] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.345168] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-11T20:37:17.345222] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-11T20:37:17.345253] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-11T20:37:17.346180] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:17.346240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:17.387202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:17.400642] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-11T20:37:17.400717] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=52.5462%)
[2025-12-11T20:37:17.401113] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-11T20:37:17.401163] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-11T20:37:17.402448] [INFO ] [main      ] Progress: 173/412 forecasts completed (42.0%). VC finished in 0.7s. ETA: 41.8s. Rate: 343.22 forecasts/min
[2025-12-11T20:37:17.414154] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.415071] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-11T20:37:17.415121] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-11T20:37:17.415151] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-11T20:37:17.415974] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:17.538375] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.592660] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.703081] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.753943] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.760493] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-11T20:37:17.760588] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=4.79% (Conf=56.3261%)
[2025-12-11T20:37:17.760758] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-11T20:37:17.760802] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-11T20:37:17.761156] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-11
[2025-12-11T20:37:17.761671] [INFO ] [main      ] Progress: 174/412 forecasts completed (42.2%). PLUG finished in 0.6s. ETA: 41.9s. Rate: 341.15 forecasts/min
[2025-12-11T20:37:17.764844] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.772249] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.773246] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-11T20:37:17.773305] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-11T20:37:17.773337] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-11T20:37:17.774182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:17.774240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:17.775773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:17.777808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:17.780647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:17.845609] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-11T20:37:17.845684] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=44.8836%)
[2025-12-11T20:37:17.846045] [INFO ] [main      ] Progress: 175/412 forecasts completed (42.5%). PRGO finished in 0.8s. ETA: 41.6s. Rate: 342.17 forecasts/min
[2025-12-11T20:37:17.846178] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-11T20:37:17.846222] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-11T20:37:17.858009] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:17.859567] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-11T20:37:17.859635] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-11T20:37:17.859676] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-11T20:37:17.860508] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:17.860588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:17.862357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:17.862922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:17.863318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:17.865280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:17.867331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:17.869018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:17.943357] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:17.944348] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.019884] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-11T20:37:18.019963] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=54.1706%)
[2025-12-11T20:37:18.020520] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-11T20:37:18.020606] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-11T20:37:18.020669] [INFO ] [main      ] Progress: 176/412 forecasts completed (42.7%). GPIQ finished in 0.6s. ETA: 41.4s. Rate: 342.18 forecasts/min
[2025-12-11T20:37:18.022539] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-11T20:37:18.022683] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=60.4656%)
[2025-12-11T20:37:18.023200] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-11T20:37:18.023254] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-11T20:37:18.023628] [INFO ] [main      ] Progress: 177/412 forecasts completed (43.0%). PGJ finished in 0.7s. ETA: 41.0s. Rate: 344.09 forecasts/min
[2025-12-11T20:37:18.034355] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.035618] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-11T20:37:18.035682] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-11T20:37:18.035717] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-11T20:37:18.036807] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:18.036884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:18.038757] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.039833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:18.040011] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-11T20:37:18.040463] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-11T20:37:18.040500] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-11T20:37:18.040527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:18.040959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:18.041478] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:18.041551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:18.043901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:18.045994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:18.046896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:18.047829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:18.049854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:18.050587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:18.051926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:18.115086] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.225209] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.281695] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.351957] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-11T20:37:18.352026] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=2.59% (Conf=49.4291%)
[2025-12-11T20:37:18.352198] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-11T20:37:18.352241] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-11T20:37:18.354671] [INFO ] [main      ] Progress: 178/412 forecasts completed (43.2%). INGN finished in 0.6s. ETA: 41.0s. Rate: 342.36 forecasts/min
[2025-12-11T20:37:18.363685] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.364908] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-11T20:37:18.364961] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-11T20:37:18.364991] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-11T20:37:18.366184] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:18.366246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:18.371118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:18.372376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:18.373910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:18.376196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:18.390327] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.401221] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.413258] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.483003] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-11T20:37:18.483079] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=53.5896%)
[2025-12-11T20:37:18.483245] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-11T20:37:18.483288] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-11T20:37:18.484083] [INFO ] [main      ] Progress: 179/412 forecasts completed (43.4%). TWFG finished in 0.6s. ETA: 40.8s. Rate: 342.86 forecasts/min
[2025-12-11T20:37:18.495191] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.496182] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-11T20:37:18.496232] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-11T20:37:18.496263] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-11T20:37:18.497066] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:18.564267] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.586503] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.655892] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-11T20:37:18.655966] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=55.4778%)
[2025-12-11T20:37:18.656139] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-11T20:37:18.656184] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-11T20:37:18.656663] [INFO ] [main      ] Progress: 180/412 forecasts completed (43.7%). KFY finished in 0.6s. ETA: 40.6s. Rate: 342.89 forecasts/min
[2025-12-11T20:37:18.668391] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.669619] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-11T20:37:18.669673] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-11T20:37:18.669712] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-11T20:37:18.670548] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:18.670627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:18.675658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:18.677566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:18.678306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:18.679726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:18.729277] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.744240] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-11T20:37:18.744310] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=50.1135%)
[2025-12-11T20:37:18.744684] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-11T20:37:18.744736] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-11T20:37:18.745650] [INFO ] [main      ] Progress: 181/412 forecasts completed (43.9%). MCK finished in 0.7s. ETA: 40.3s. Rate: 343.82 forecasts/min
[2025-12-11T20:37:18.757033] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.757923] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-11T20:37:18.757975] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-11T20:37:18.758008] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-11T20:37:18.758833] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:18.758892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:18.849412] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-11
[2025-12-11T20:37:18.877151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:18.879278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:18.880066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:18.897909] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:18.963900] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-11T20:37:18.963968] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=65.0245%)
[2025-12-11T20:37:18.964134] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-11T20:37:18.964177] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-11T20:37:18.966646] [INFO ] [main      ] Progress: 182/412 forecasts completed (44.2%). CTBB finished in 0.6s. ETA: 40.2s. Rate: 343.32 forecasts/min
[2025-12-11T20:37:18.975627] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:18.976643] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-11T20:37:18.976697] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-11T20:37:18.976726] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-11T20:37:18.977566] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:18.977660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:18.980382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:18.982012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:18.984343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:18.985507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.016291] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.017459] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.093602] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-11T20:37:19.093671] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=48.4718%)
[2025-12-11T20:37:19.094200] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-11T20:37:19.094251] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-11T20:37:19.095062] [INFO ] [main      ] Progress: 183/412 forecasts completed (44.4%). BLCN finished in 0.6s. ETA: 40.0s. Rate: 343.82 forecasts/min
[2025-12-11T20:37:19.105631] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.106692] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-11T20:37:19.106745] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-11T20:37:19.106776] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-11T20:37:19.107563] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:19.107645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:19.112384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:19.185423] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.224569] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.227435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:19.234306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.259785] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-11T20:37:19.259855] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-3.51% (Conf=50.639%)
[2025-12-11T20:37:19.260312] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-11T20:37:19.260365] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-11T20:37:19.260660] [INFO ] [main      ] Progress: 184/412 forecasts completed (44.7%). BHFAO finished in 0.6s. ETA: 39.8s. Rate: 343.91 forecasts/min
[2025-12-11T20:37:19.271639] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.272518] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-11T20:37:19.272597] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-11T20:37:19.272633] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-11T20:37:19.273438] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:19.273496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:19.275261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:19.275788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:19.277023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:19.280106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.347588] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.393809] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.466286] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-11T20:37:19.466351] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=7.46% (Conf=61.4139%)
[2025-12-11T20:37:19.466810] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-11T20:37:19.466863] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-11T20:37:19.467660] [INFO ] [main      ] Progress: 185/412 forecasts completed (44.9%). TSL finished in 0.7s. ETA: 39.6s. Rate: 343.57 forecasts/min
[2025-12-11T20:37:19.478390] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.479433] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-11T20:37:19.479484] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-11T20:37:19.479542] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-11T20:37:19.480396] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:19.480457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:19.483269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:19.486018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:19.487123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:19.488709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:19.491664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.518502] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.572503] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.582256] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-11T20:37:19.582325] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=60.7163%)
[2025-12-11T20:37:19.582491] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-11T20:37:19.582536] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-11T20:37:19.583646] [INFO ] [main      ] Progress: 186/412 forecasts completed (45.1%). RMM finished in 0.6s. ETA: 39.4s. Rate: 344.19 forecasts/min
[2025-12-11T20:37:19.594758] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.595551] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-11T20:37:19.595617] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-11T20:37:19.595648] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-11T20:37:19.596410] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:19.596469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:19.598201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:19.598768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:19.599242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:19.599666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:19.600915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:19.603564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.621294] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.741206] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.789075] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:19.801256] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-11T20:37:19.801336] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=63.3303%)
[2025-12-11T20:37:19.801728] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-11T20:37:19.801779] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-11T20:37:19.802570] [INFO ] [main      ] Progress: 187/412 forecasts completed (45.4%). SVC finished in 0.7s. ETA: 39.3s. Rate: 343.72 forecasts/min
[2025-12-11T20:37:19.813557] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.818076] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-11T20:37:19.818132] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-11T20:37:19.818164] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-11T20:37:19.819077] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:19.819136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:19.820783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:19.821800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:19.833536] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-11
[2025-12-11T20:37:19.853196] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-11T20:37:19.853266] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=62.8078%)
[2025-12-11T20:37:19.853652] [INFO ] [main      ] Progress: 188/412 forecasts completed (45.6%). BHFAL finished in 0.6s. ETA: 39.0s. Rate: 345.02 forecasts/min
[2025-12-11T20:37:19.853778] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-11T20:37:19.853821] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-11T20:37:19.865329] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:19.866273] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-11T20:37:19.866323] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-11T20:37:19.866354] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-11T20:37:19.867164] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:19.867222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:19.872484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:19.873025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.873184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:19.873868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:19.877690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:19.944854] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.007529] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.118229] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.130378] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-11T20:37:20.130447] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=36.281%)
[2025-12-11T20:37:20.130919] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-11T20:37:20.130972] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-11T20:37:20.131657] [INFO ] [main      ] Progress: 189/412 forecasts completed (45.9%). AOD finished in 0.7s. ETA: 38.9s. Rate: 343.93 forecasts/min
[2025-12-11T20:37:20.145565] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.146746] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-11T20:37:20.146799] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-11T20:37:20.146830] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-11T20:37:20.147666] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:20.147728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:20.150518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:20.152350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:20.203423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:20.205688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:20.206981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.215122] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.217249] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.219926] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-11T20:37:20.220004] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=53.4824%)
[2025-12-11T20:37:20.220173] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-11T20:37:20.220218] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-11T20:37:20.221662] [INFO ] [main      ] Progress: 190/412 forecasts completed (46.1%). MRK finished in 0.6s. ETA: 38.6s. Rate: 344.81 forecasts/min
[2025-12-11T20:37:20.232791] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.233566] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-11T20:37:20.233637] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-11T20:37:20.233670] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-11T20:37:20.234479] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:20.234537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:20.235302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:20.235972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:20.236727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.382985] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.386356] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.446492] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-11T20:37:20.446562] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=6.42% (Conf=52.6574%)
[2025-12-11T20:37:20.446753] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-11T20:37:20.446799] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-11T20:37:20.447941] [INFO ] [main      ] Progress: 191/412 forecasts completed (46.4%). TROX finished in 0.6s. ETA: 38.5s. Rate: 344.27 forecasts/min
[2025-12-11T20:37:20.458444] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.458619] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-11T20:37:20.458689] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-3.22% (Conf=51.1404%)
[2025-12-11T20:37:20.459098] [INFO ] [main      ] Progress: 192/412 forecasts completed (46.6%). HL finished in 0.6s. ETA: 38.2s. Rate: 345.95 forecasts/min
[2025-12-11T20:37:20.459231] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-11T20:37:20.459273] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-11T20:37:20.459282] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-11T20:37:20.459345] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-11T20:37:20.459400] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-11T20:37:20.460272] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:20.460336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:20.466154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:20.467183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:20.468959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:20.470150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:20.470528] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.471511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:20.471593] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-11T20:37:20.471648] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-11T20:37:20.471690] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-11T20:37:20.472603] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:20.472663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:20.477444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.477686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.548736] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.582671] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.722537] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.765753] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.815137] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.827827] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-11
[2025-12-11T20:37:20.838085] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-11T20:37:20.838156] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=55.2883%)
[2025-12-11T20:37:20.838645] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-11T20:37:20.838699] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-11T20:37:20.838660] [INFO ] [main      ] Progress: 193/412 forecasts completed (46.8%). PLD finished in 0.7s. ETA: 38.2s. Rate: 343.83 forecasts/min
[2025-12-11T20:37:20.850435] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.851421] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-11T20:37:20.851477] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-11T20:37:20.851517] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-11T20:37:20.852431] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:20.852493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:20.857347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:20.859266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:20.859824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:20.860225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:20.860300] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-11T20:37:20.860369] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=18.04% (Conf=62.5283%)
[2025-12-11T20:37:20.860593] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-11T20:37:20.860641] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-11T20:37:20.860875] [INFO ] [main      ] Progress: 194/412 forecasts completed (47.1%). AEVA finished in 0.6s. ETA: 37.9s. Rate: 345.39 forecasts/min
[2025-12-11T20:37:20.861427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.873024] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:20.874098] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-11T20:37:20.874159] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-11T20:37:20.874197] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-11T20:37:20.875168] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:20.875244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:20.877118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:20.877690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:20.878176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:20.878985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:20.981263] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:20.995233] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.054375] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-11T20:37:21.054443] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=50.8446%)
[2025-12-11T20:37:21.054872] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-11T20:37:21.054923] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-11T20:37:21.055690] [INFO ] [main      ] Progress: 195/412 forecasts completed (47.3%). VTYX finished in 0.6s. ETA: 37.7s. Rate: 345.17 forecasts/min
[2025-12-11T20:37:21.056685] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-11T20:37:21.056766] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=48.6559%)
[2025-12-11T20:37:21.056956] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-11T20:37:21.057005] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-11T20:37:21.057114] [INFO ] [main      ] Progress: 196/412 forecasts completed (47.6%). SREA finished in 0.6s. ETA: 37.4s. Rate: 346.93 forecasts/min
[2025-12-11T20:37:21.066975] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.067801] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-11T20:37:21.067875] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-11T20:37:21.067909] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-11T20:37:21.068737] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:21.068737] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.068800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:21.069653] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-11T20:37:21.069704] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-11T20:37:21.069736] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-11T20:37:21.070475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:21.070496] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:21.070556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:21.071018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:21.071406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:21.071897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:21.072980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:21.074934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.075299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:21.077056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:21.077531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:21.077982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.205409] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.246881] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.373472] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.409312] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.420207] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.430487] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.436002] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-11T20:37:21.436412] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-3.92% (Conf=45.3159%)
[2025-12-11T20:37:21.436589] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-11T20:37:21.436644] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-11T20:37:21.438936] [INFO ] [main      ] Progress: 197/412 forecasts completed (47.8%). OPAL finished in 0.6s. ETA: 37.4s. Rate: 344.82 forecasts/min
[2025-12-11T20:37:21.448808] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.449606] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-11T20:37:21.449661] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-11T20:37:21.449691] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-11T20:37:21.450491] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:21.450548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:21.453016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.498170] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-11T20:37:21.498248] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=54.3835%)
[2025-12-11T20:37:21.498454] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-11T20:37:21.498512] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-11T20:37:21.499617] [INFO ] [main      ] Progress: 198/412 forecasts completed (48.1%). HYMC finished in 0.6s. ETA: 37.1s. Rate: 345.95 forecasts/min
[2025-12-11T20:37:21.513471] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.517908] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-11T20:37:21.517979] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-11T20:37:21.518019] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-11T20:37:21.519166] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:21.519239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:21.520303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:21.522327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:21.525221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:21.527310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:21.528104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.576467] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.589689] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.641376] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-11T20:37:21.641443] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=55.1053%)
[2025-12-11T20:37:21.641641] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-11T20:37:21.641688] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-11T20:37:21.642394] [INFO ] [main      ] Progress: 199/412 forecasts completed (48.3%). ARCC finished in 0.6s. ETA: 36.9s. Rate: 346.26 forecasts/min
[2025-12-11T20:37:21.653448] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.654241] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-11T20:37:21.654291] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-11T20:37:21.654324] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-11T20:37:21.655158] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:21.655229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:21.656953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:21.657469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:21.657916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:21.658692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:21.660980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:21.662587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.701201] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-11T20:37:21.701271] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=56.8534%)
[2025-12-11T20:37:21.701679] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-11T20:37:21.701732] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-11T20:37:21.702645] [INFO ] [main      ] Progress: 200/412 forecasts completed (48.5%). PTGX finished in 0.6s. ETA: 36.6s. Rate: 347.39 forecasts/min
[2025-12-11T20:37:21.713561] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:21.714651] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-11T20:37:21.714705] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-11T20:37:21.714737] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-11T20:37:21.715547] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:21.715633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:21.720643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:21.722439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:21.722972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:21.723375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:21.724146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:21.795650] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.901283] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-11
[2025-12-11T20:37:21.966876] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:21.998990] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.072359] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.078230] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-11T20:37:22.078302] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-4.05% (Conf=52.7731%)
[2025-12-11T20:37:22.078670] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-11T20:37:22.078724] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-11T20:37:22.079647] [INFO ] [main      ] Progress: 201/412 forecasts completed (48.8%). SYNA finished in 0.6s. ETA: 36.7s. Rate: 345.36 forecasts/min
[2025-12-11T20:37:22.083701] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.090934] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.091835] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-11T20:37:22.091896] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-11T20:37:22.091928] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-11T20:37:22.092753] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-11T20:37:22.092824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:22.097786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:22.099613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:22.100121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:22.100534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:22.101315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:22.101983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:22.103139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:22.103610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:22.104656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:22.106289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:22.107369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:22.108135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:22.109253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:22.111240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:22.160606] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-11T20:37:22.160676] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=3.31% (Conf=47.6917%)
[2025-12-11T20:37:22.160842] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-11T20:37:22.160886] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-11T20:37:22.162652] [INFO ] [main      ] Progress: 202/412 forecasts completed (49.0%). PEB finished in 0.7s. ETA: 36.4s. Rate: 346.26 forecasts/min
[2025-12-11T20:37:22.166756] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.174908] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.175677] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-11T20:37:22.175745] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-11T20:37:22.175793] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-11T20:37:22.176660] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:22.176717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:22.182101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:22.244638] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.331551] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-11T20:37:22.331636] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=11.10% (Conf=38.1053%)
[2025-12-11T20:37:22.332004] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-11T20:37:22.332055] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-11T20:37:22.332663] [INFO ] [main      ] Progress: 203/412 forecasts completed (49.3%). AEHL finished in 0.6s. ETA: 36.2s. Rate: 346.29 forecasts/min
[2025-12-11T20:37:22.335966] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-11T20:37:22.336031] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=51.7231%)
[2025-12-11T20:37:22.336215] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-11T20:37:22.336260] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-11T20:37:22.337843] [INFO ] [main      ] Progress: 204/412 forecasts completed (49.5%). VRTX finished in 0.7s. ETA: 35.9s. Rate: 347.94 forecasts/min
[2025-12-11T20:37:22.344729] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.345764] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-11T20:37:22.345817] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-11T20:37:22.345847] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-11T20:37:22.346648] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:22.346711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:22.348271] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.348427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:22.349048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:22.349185] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-11T20:37:22.349237] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-11T20:37:22.349267] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-11T20:37:22.349439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:22.350067] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:22.350126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:22.350403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:22.350868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:22.353073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:22.354100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:22.358338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:22.359746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:22.362451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:22.388779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:22.455008] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.557894] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.626787] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.709365] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-11T20:37:22.709433] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=3.39% (Conf=60.3632%)
[2025-12-11T20:37:22.709791] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-11T20:37:22.709844] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-11T20:37:22.710660] [INFO ] [main      ] Progress: 205/412 forecasts completed (49.8%). LEVI finished in 0.6s. ETA: 35.9s. Rate: 345.98 forecasts/min
[2025-12-11T20:37:22.720920] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.721776] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-11T20:37:22.721826] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-11T20:37:22.721856] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-11T20:37:22.722131] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.722648] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:22.722707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:22.727492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:22.730154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:22.734698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:22.734775] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-11
[2025-12-11T20:37:22.740002] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.895179] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.917021] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:22.924942] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-11T20:37:22.925009] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-2.24% (Conf=57.9848%)
[2025-12-11T20:37:22.925399] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-11T20:37:22.925451] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-11T20:37:22.925621] [INFO ] [main      ] Progress: 206/412 forecasts completed (50.0%). BLK finished in 0.8s. ETA: 35.8s. Rate: 345.58 forecasts/min
[2025-12-11T20:37:22.936950] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.938008] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-11T20:37:22.938061] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-11T20:37:22.938092] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-11T20:37:22.938911] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:22.938973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:22.943983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:22.975938] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-11T20:37:22.976009] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=64.3834%)
[2025-12-11T20:37:22.976407] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-11T20:37:22.976460] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-11T20:37:22.976425] [INFO ] [main      ] Progress: 207/412 forecasts completed (50.2%). WTBA finished in 0.6s. ETA: 35.5s. Rate: 346.77 forecasts/min
[2025-12-11T20:37:22.988767] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:22.989669] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-11T20:37:22.989721] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-11T20:37:22.989752] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-11T20:37:22.990568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:22.990663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:22.992409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:22.992956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:22.995393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:22.997028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.001825] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-11T20:37:23.001887] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=3.76% (Conf=55.1157%)
[2025-12-11T20:37:23.002251] [INFO ] [main      ] Progress: 208/412 forecasts completed (50.5%). MBIN finished in 0.7s. ETA: 35.2s. Rate: 348.19 forecasts/min
[2025-12-11T20:37:23.002376] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-11T20:37:23.002418] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-11T20:37:23.013661] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.014512] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-11T20:37:23.014562] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-11T20:37:23.014616] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-11T20:37:23.015398] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:23.015459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:23.020232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:23.021909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:23.055247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:23.056618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.060242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:23.061521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:23.064173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:23.066117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:23.067474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.078090] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-11
[2025-12-11T20:37:23.246492] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:23.310016] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-11T20:37:23.310086] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=5.69% (Conf=49.2825%)
[2025-12-11T20:37:23.310520] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-11T20:37:23.310588] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-11T20:37:23.310653] [INFO ] [main      ] Progress: 209/412 forecasts completed (50.7%). NXGL finished in 0.6s. ETA: 35.1s. Rate: 346.88 forecasts/min
[2025-12-11T20:37:23.322225] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.323318] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-11T20:37:23.323369] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-11T20:37:23.323399] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-11T20:37:23.324205] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:23.324265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:23.329175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:23.330050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:23.331278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:23.333358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:23.335206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.335497] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-11
[2025-12-11T20:37:23.391392] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-11
[2025-12-11T20:37:23.401350] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-11
[2025-12-11T20:37:23.501567] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:23.558151] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:23.567510] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:23.637242] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-11T20:37:23.637317] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=55.7169%)
[2025-12-11T20:37:23.637476] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-11T20:37:23.637520] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-11T20:37:23.639820] [INFO ] [main      ] Progress: 210/412 forecasts completed (51.0%). ARCO finished in 0.6s. ETA: 35.1s. Rate: 345.39 forecasts/min
[2025-12-11T20:37:23.649208] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.650361] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-11T20:37:23.650412] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-11T20:37:23.650452] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-11T20:37:23.651269] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:23.651338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:23.653045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:23.653550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:23.653957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:23.654616] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-11T20:37:23.654672] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=55.3015%)
[2025-12-11T20:37:23.655022] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-11T20:37:23.655072] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-11T20:37:23.655629] [INFO ] [main      ] Progress: 211/412 forecasts completed (51.2%). PTF finished in 0.7s. ETA: 34.8s. Rate: 346.89 forecasts/min
[2025-12-11T20:37:23.656102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:23.656841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.663660] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-11T20:37:23.663737] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-5.05% (Conf=50.7586%)
[2025-12-11T20:37:23.664129] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-11T20:37:23.664181] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-11T20:37:23.664662] [INFO ] [main      ] Progress: 212/412 forecasts completed (51.5%). SITM finished in 0.7s. ETA: 34.4s. Rate: 348.45 forecasts/min
[2025-12-11T20:37:23.668983] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.669662] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-11T20:37:23.669713] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-11T20:37:23.669744] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-11T20:37:23.670520] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:23.670599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:23.672289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:23.672847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:23.673243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:23.675484] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.675638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:23.676530] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-11T20:37:23.676604] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-11T20:37:23.676638] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-11T20:37:23.676668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.677465] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:23.677524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:23.679264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:23.679349] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-11
[2025-12-11T20:37:23.679842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:23.680758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.848745] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:23.924053] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-11T20:37:23.924128] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-2.79% (Conf=54.0059%)
[2025-12-11T20:37:23.924591] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-11T20:37:23.924643] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-11T20:37:23.924657] [INFO ] [main      ] Progress: 213/412 forecasts completed (51.7%). ONDS finished in 0.6s. ETA: 34.3s. Rate: 347.61 forecasts/min
[2025-12-11T20:37:23.936438] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:23.937378] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-11T20:37:23.937429] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-11T20:37:23.937828] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-11T20:37:23.938717] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:23.938775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:23.939534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:23.940688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:23.942496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:23.944268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:23.998784] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.013468] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.015593] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.169639] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.180943] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.195508] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.234032] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-11T20:37:24.234105] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=41.4122%)
[2025-12-11T20:37:24.234493] [INFO ] [main      ] Progress: 214/412 forecasts completed (51.9%). ABOS finished in 0.6s. ETA: 34.3s. Rate: 346.33 forecasts/min
[2025-12-11T20:37:24.234645] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-11T20:37:24.234691] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-11T20:37:24.246856] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.247204] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-11T20:37:24.247277] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=53.7471%)
[2025-12-11T20:37:24.247440] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-11T20:37:24.247483] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-11T20:37:24.247733] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-11T20:37:24.247788] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-11T20:37:24.247819] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-11T20:37:24.248647] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:24.248707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:24.249659] [INFO ] [main      ] Progress: 215/412 forecasts completed (52.2%). ABL finished in 0.6s. ETA: 34.0s. Rate: 347.80 forecasts/min
[2025-12-11T20:37:24.253756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:24.255503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:24.256036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:24.259262] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.260182] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-11T20:37:24.260232] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-11T20:37:24.260263] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-11T20:37:24.261064] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:24.261125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:24.262354] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-11T20:37:24.262419] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=46.355%)
[2025-12-11T20:37:24.262802] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-11T20:37:24.262854] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-11T20:37:24.263627] [INFO ] [main      ] Progress: 216/412 forecasts completed (52.4%). HTD finished in 0.6s. ETA: 33.7s. Rate: 349.29 forecasts/min
[2025-12-11T20:37:24.265940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:24.266894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:24.268612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:24.274681] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.275484] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-11T20:37:24.275535] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-11T20:37:24.275565] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-11T20:37:24.276363] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:24.276422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:24.278164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:24.278699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:24.279093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:24.280995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:24.282018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.285958] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.295717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:24.297209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.344851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:24.347756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:24.348847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.458231] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.584073] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-11T20:37:24.584139] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=59.4912%)
[2025-12-11T20:37:24.584593] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-11T20:37:24.584647] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-11T20:37:24.584668] [INFO ] [main      ] Progress: 217/412 forecasts completed (52.7%). DKS finished in 0.7s. ETA: 33.6s. Rate: 347.90 forecasts/min
[2025-12-11T20:37:24.595977] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.596844] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-11T20:37:24.596905] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-11T20:37:24.596942] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-11T20:37:24.597742] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:24.597801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:24.619646] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.636801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:24.638110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:24.639967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:24.642590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.653397] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.685689] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.797933] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.830978] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.853450] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:24.894830] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-11T20:37:24.894913] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=67.3245%)
[2025-12-11T20:37:24.895318] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-11T20:37:24.895371] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-11T20:37:24.895368] [INFO ] [main      ] Progress: 218/412 forecasts completed (52.9%). FOA finished in 0.6s. ETA: 33.6s. Rate: 346.62 forecasts/min
[2025-12-11T20:37:24.907957] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.909244] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-11T20:37:24.909299] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-11T20:37:24.909331] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-11T20:37:24.910525] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-11T20:37:24.910608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:24.912354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:24.912913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:24.913312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:24.915035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:24.921137] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-11T20:37:24.921210] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=55.3167%)
[2025-12-11T20:37:24.921929] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-11T20:37:24.921980] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-11T20:37:24.923372] [INFO ] [main      ] Progress: 219/412 forecasts completed (53.2%). AUDC finished in 0.7s. ETA: 33.3s. Rate: 347.95 forecasts/min
[2025-12-11T20:37:24.923691] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-11T20:37:24.923747] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=54.1952%)
[2025-12-11T20:37:24.924095] [INFO ] [main      ] Progress: 220/412 forecasts completed (53.4%). CNO finished in 0.7s. ETA: 33.0s. Rate: 349.54 forecasts/min
[2025-12-11T20:37:24.924198] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-11T20:37:24.924241] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-11T20:37:24.934125] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.934936] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-11T20:37:24.934988] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-11T20:37:24.935018] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-11T20:37:24.935848] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:24.935908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:24.936417] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:24.937118] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-11T20:37:24.937177] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-11T20:37:24.937208] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-11T20:37:24.938036] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:24.938095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:24.941277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:24.942843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:24.943168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:24.943689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:24.944081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.944618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:24.945095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:24.945475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:24.956843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:24.958117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:24.959339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:24.961329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:24.979307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:24.980867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:24.981784] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-11
[2025-12-11T20:37:24.982383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:25.152454] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:25.272201] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-11T20:37:25.272270] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=62.3143%)
[2025-12-11T20:37:25.272760] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-11T20:37:25.272812] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-11T20:37:25.273654] [INFO ] [main      ] Progress: 221/412 forecasts completed (53.6%). MRVL finished in 0.7s. ETA: 32.9s. Rate: 347.90 forecasts/min
[2025-12-11T20:37:25.277840] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-11
[2025-12-11T20:37:25.284292] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:25.285320] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-11T20:37:25.285371] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-11T20:37:25.285402] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-11T20:37:25.286225] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:25.286286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:25.288023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:25.288532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:25.288946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:25.289900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:25.291402] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-11
[2025-12-11T20:37:25.292562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:25.332245] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-11
[2025-12-11T20:37:25.442670] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:25.475690] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:25.497970] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:25.538417] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-11T20:37:25.538495] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=61.1927%)
[2025-12-11T20:37:25.538967] [INFO ] [main      ] Progress: 222/412 forecasts completed (53.9%). ARI finished in 0.6s. ETA: 32.8s. Rate: 347.06 forecasts/min
[2025-12-11T20:37:25.539127] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-11T20:37:25.539187] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-11T20:37:25.554436] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:25.555537] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-11T20:37:25.555622] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-11T20:37:25.555666] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-11T20:37:25.556705] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:25.556780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:25.558079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:25.572240] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-11T20:37:25.572307] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=6.14% (Conf=56.7246%)
[2025-12-11T20:37:25.572780] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-11T20:37:25.572832] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-11T20:37:25.573676] [INFO ] [main      ] Progress: 223/412 forecasts completed (54.1%). SMTC finished in 0.6s. ETA: 32.6s. Rate: 348.31 forecasts/min
[2025-12-11T20:37:25.585716] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:25.586665] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-11T20:37:25.586717] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-11T20:37:25.586749] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-11T20:37:25.587912] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:25.587973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:25.592793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:25.594556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:25.595058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:25.595443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:25.596304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:25.597252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:25.597876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:25.616496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:25.618026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:25.620096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:25.622876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:25.636095] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-11
[2025-12-11T20:37:25.646243] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-11T20:37:25.646310] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-11T20:37:25.646675] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-11T20:37:25.646726] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-11T20:37:25.647651] [INFO ] [main      ] Progress: 224/412 forecasts completed (54.4%). EOD finished in 0.8s. ETA: 32.3s. Rate: 349.20 forecasts/min
[2025-12-11T20:37:25.658560] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:25.659816] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-11T20:37:25.659879] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-11T20:37:25.659917] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-11T20:37:25.660722] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:25.660779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:25.699182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:25.700640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:25.702005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:25.806445] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:25.923943] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-11T20:37:25.924010] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=48.8129%)
[2025-12-11T20:37:25.924358] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-11T20:37:25.924408] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-11T20:37:25.924652] [INFO ] [main      ] Progress: 225/412 forecasts completed (54.6%). STE finished in 0.7s. ETA: 32.2s. Rate: 348.25 forecasts/min
[2025-12-11T20:37:25.937668] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-11
[2025-12-11T20:37:25.938984] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:25.940197] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-11T20:37:25.940247] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-11T20:37:25.940278] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-11T20:37:25.941077] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:25.941135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:25.945923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:25.963047] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.035551] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.057085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:26.059044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:26.109726] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.132982] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.202784] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.215178] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-11T20:37:26.215243] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=64.0327%)
[2025-12-11T20:37:26.215403] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-11T20:37:26.215446] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-11T20:37:26.216127] [INFO ] [main      ] Progress: 226/412 forecasts completed (54.9%). PRFZ finished in 0.7s. ETA: 32.1s. Rate: 347.19 forecasts/min
[2025-12-11T20:37:26.227141] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.228175] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-11T20:37:26.228227] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-11T20:37:26.228259] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-11T20:37:26.229105] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:26.229177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:26.233993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.235775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:26.236250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:26.238260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:26.238984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:26.240500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:26.263812] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-11T20:37:26.263887] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-5.35% (Conf=63.5582%)
[2025-12-11T20:37:26.264073] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-11T20:37:26.264120] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-11T20:37:26.265651] [INFO ] [main      ] Progress: 227/412 forecasts completed (55.1%). ULTA finished in 0.7s. ETA: 31.9s. Rate: 348.28 forecasts/min
[2025-12-11T20:37:26.277672] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.278768] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-11T20:37:26.278823] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-11T20:37:26.278863] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-11T20:37:26.279702] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:26.279764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.281531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:26.282083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:26.282475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:26.283414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:26.295362] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-11T20:37:26.295429] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=48.5815%)
[2025-12-11T20:37:26.295820] [INFO ] [main      ] Progress: 228/412 forecasts completed (55.3%). PKX finished in 0.6s. ETA: 31.6s. Rate: 349.55 forecasts/min
[2025-12-11T20:37:26.295949] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-11T20:37:26.295992] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-11T20:37:26.308287] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.309298] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-11T20:37:26.309348] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-11T20:37:26.309377] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-11T20:37:26.310178] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:26.310237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:26.315054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.316861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:26.317335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:26.317738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:26.400755] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.400751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:26.403636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:26.573015] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.593826] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.652092] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.655558] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-11T20:37:26.655669] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=53.2489%)
[2025-12-11T20:37:26.656150] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-11T20:37:26.656208] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-11T20:37:26.656655] [INFO ] [main      ] Progress: 229/412 forecasts completed (55.6%). DRIO finished in 0.7s. ETA: 31.6s. Rate: 347.87 forecasts/min
[2025-12-11T20:37:26.668754] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.670618] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-11T20:37:26.670675] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-11T20:37:26.670709] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-11T20:37:26.671524] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:26.671604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:26.676820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.682266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:26.682806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:26.683196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:26.683997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:26.764071] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.769001] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-11
[2025-12-11T20:37:26.822374] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.855494] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-11T20:37:26.855560] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=5.96% (Conf=43.9866%)
[2025-12-11T20:37:26.855737] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-11T20:37:26.855780] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-11T20:37:26.857066] [INFO ] [main      ] Progress: 230/412 forecasts completed (55.8%). MAXI finished in 0.6s. ETA: 31.4s. Rate: 347.63 forecasts/min
[2025-12-11T20:37:26.867406] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.868282] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-11T20:37:26.868332] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-11T20:37:26.868363] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-11T20:37:26.869158] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:26.869219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.870903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:26.871400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:26.891228] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-11T20:37:26.891292] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=59.6899%)
[2025-12-11T20:37:26.891652] [INFO ] [main      ] Progress: 231/412 forecasts completed (56.1%). GTY finished in 0.6s. ETA: 31.1s. Rate: 348.84 forecasts/min
[2025-12-11T20:37:26.891776] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-11T20:37:26.891818] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-11T20:37:26.903019] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:26.904027] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-11T20:37:26.904086] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-11T20:37:26.904116] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-11T20:37:26.904920] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:26.904979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:26.906650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:26.907157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:26.907620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:26.936754] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:26.947777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:26.949963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:26.955090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.002597] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-11T20:37:27.002666] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=53.0749%)
[2025-12-11T20:37:27.002821] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-11T20:37:27.002864] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-11T20:37:27.003848] [INFO ] [main      ] Progress: 232/412 forecasts completed (56.3%). HBNC finished in 0.7s. ETA: 30.9s. Rate: 349.36 forecasts/min
[2025-12-11T20:37:27.014401] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.015505] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-11T20:37:27.015558] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-11T20:37:27.015612] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-11T20:37:27.016411] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:27.016477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:27.016678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.017229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:27.023478] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-11
[2025-12-11T20:37:27.132138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:27.134063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:27.135306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:27.136511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:27.138367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:27.138878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:27.140060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:27.142492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:27.144723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.196337] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:27.255141] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-11T20:37:27.255208] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=54.9399%)
[2025-12-11T20:37:27.255561] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-11T20:37:27.255651] [INFO ] [main      ] Progress: 233/412 forecasts completed (56.6%). VCSH finished in 0.6s. ETA: 30.8s. Rate: 348.66 forecasts/min
[2025-12-11T20:37:27.255628] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-11T20:37:27.270481] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.271426] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-11T20:37:27.271477] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-11T20:37:27.271510] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-11T20:37:27.272413] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:27.272485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:27.278012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:27.280268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:27.280818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:27.281253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:27.282161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.325055] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-11
[2025-12-11T20:37:27.354688] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-11
[2025-12-11T20:37:27.504298] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:27.505138] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-11
[2025-12-11T20:37:27.530145] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:27.602871] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-11T20:37:27.602942] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=44.1431%)
[2025-12-11T20:37:27.603097] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-11T20:37:27.603140] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-11T20:37:27.604002] [INFO ] [main      ] Progress: 234/412 forecasts completed (56.8%). PUBM finished in 0.7s. ETA: 30.8s. Rate: 347.14 forecasts/min
[2025-12-11T20:37:27.614309] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.615440] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-11T20:37:27.615490] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-11T20:37:27.615521] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-11T20:37:27.616326] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:27.616382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:27.621225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:27.622855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.651016] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-11
[2025-12-11T20:37:27.665874] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-11T20:37:27.665956] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=-5.66% (Conf=54.6681%)
[2025-12-11T20:37:27.666333] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-11T20:37:27.666385] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-11T20:37:27.666654] [INFO ] [main      ] Progress: 235/412 forecasts completed (57.0%). SEZL finished in 0.8s. ETA: 30.5s. Rate: 348.09 forecasts/min
[2025-12-11T20:37:27.674566] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:27.679666] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.681038] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-11T20:37:27.681094] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-11T20:37:27.681136] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-11T20:37:27.682048] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:27.682148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:27.687502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:27.689428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:27.693224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:27.693716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:27.694132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:27.696018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:27.698165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:27.698922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:27.700209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.751521] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-11T20:37:27.751608] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.0922%)
[2025-12-11T20:37:27.751793] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-11T20:37:27.751838] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-11T20:37:27.753636] [INFO ] [main      ] Progress: 236/412 forecasts completed (57.3%). HOMB finished in 0.7s. ETA: 30.3s. Rate: 348.82 forecasts/min
[2025-12-11T20:37:27.763181] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.764248] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-11T20:37:27.764305] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-11T20:37:27.764336] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-11T20:37:27.765146] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:27.765206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:27.770047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:27.771035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:27.773683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:27.775635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:27.776709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.818039] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:27.909325] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-11T20:37:27.909394] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-4.43% (Conf=43.6884%)
[2025-12-11T20:37:27.909606] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-11T20:37:27.909654] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-11T20:37:27.910640] [INFO ] [main      ] Progress: 237/412 forecasts completed (57.5%). NAAS finished in 0.7s. ETA: 30.1s. Rate: 348.95 forecasts/min
[2025-12-11T20:37:27.921245] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:27.922427] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-11T20:37:27.922478] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-11T20:37:27.922509] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-11T20:37:27.923302] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:27.923362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:27.925149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:27.925679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:27.929890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:27.955891] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.064122] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.121338] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:28.135110] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.181687] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-11T20:37:28.181753] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=60.9547%)
[2025-12-11T20:37:28.182095] [INFO ] [main      ] Progress: 238/412 forecasts completed (57.8%). KRNY finished in 0.6s. ETA: 30.0s. Rate: 348.10 forecasts/min
[2025-12-11T20:37:28.182216] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-11T20:37:28.182598] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-11T20:37:28.193462] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:28.194666] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-11T20:37:28.194716] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-11T20:37:28.194747] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-11T20:37:28.195510] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:28.195567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:28.202630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:28.203332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:28.235353] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:28.271036] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.322232] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:28.398112] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-11T20:37:28.398186] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=52.4144%)
[2025-12-11T20:37:28.398357] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-11T20:37:28.398403] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-11T20:37:28.398868] [INFO ] [main      ] Progress: 239/412 forecasts completed (58.0%). MCI finished in 0.6s. ETA: 29.9s. Rate: 347.73 forecasts/min
[2025-12-11T20:37:28.410547] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:28.411778] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-11T20:37:28.411831] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-11T20:37:28.411863] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-11T20:37:28.412694] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:28.413091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:28.418002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:28.419810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:28.420326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:28.420742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:28.423074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:28.439180] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:28.474912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:28.475784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:28.476879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:28.504364] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-11T20:37:28.504439] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=65.7706%)
[2025-12-11T20:37:28.504619] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-11T20:37:28.504664] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-11T20:37:28.504779] [INFO ] [main      ] Progress: 240/412 forecasts completed (58.3%). GTX finished in 0.6s. ETA: 29.6s. Rate: 348.29 forecasts/min
[2025-12-11T20:37:28.516215] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:28.517335] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-11T20:37:28.517385] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-11T20:37:28.517415] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-11T20:37:28.518234] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:28.518294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:28.519989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:28.520494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:28.520909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:28.536920] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-11T20:37:28.537006] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=53.7006%)
[2025-12-11T20:37:28.537213] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-11T20:37:28.537270] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-11T20:37:28.537790] [INFO ] [main      ] Progress: 241/412 forecasts completed (58.5%). GE finished in 0.9s. ETA: 29.4s. Rate: 349.46 forecasts/min
[2025-12-11T20:37:28.539107] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.552567] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:28.553414] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-11T20:37:28.553469] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-11T20:37:28.553502] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-11T20:37:28.554620] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:28.554697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:28.560593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:28.561651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:28.562887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:28.564313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:28.572526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:28.573698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:28.574370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:28.704491] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:28.776206] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-11T20:37:28.776273] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=6.96% (Conf=65.8947%)
[2025-12-11T20:37:28.776627] [INFO ] [main      ] Progress: 242/412 forecasts completed (58.7%). WBX finished in 0.6s. ETA: 29.2s. Rate: 348.90 forecasts/min
[2025-12-11T20:37:28.776753] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-11T20:37:28.776795] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-11T20:37:28.789352] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:28.790239] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-11T20:37:28.790304] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-11T20:37:28.790336] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-11T20:37:28.791138] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:28.791198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:28.795985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:28.797755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:28.798251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:28.798653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:28.801004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:28.804799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:28.813729] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.910472] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.913476] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-11
[2025-12-11T20:37:28.981893] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.052095] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-11T20:37:29.052163] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=51.1181%)
[2025-12-11T20:37:29.052329] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-11T20:37:29.052372] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-11T20:37:29.052864] [INFO ] [main      ] Progress: 243/412 forecasts completed (59.0%). QYLG finished in 0.7s. ETA: 29.1s. Rate: 348.03 forecasts/min
[2025-12-11T20:37:29.064088] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.065219] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-11T20:37:29.065275] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-11T20:37:29.065307] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-11T20:37:29.066148] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:29.066208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:29.071125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:29.072988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:29.073482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:29.073885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:29.074753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:29.082530] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.083017] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.113136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.140358] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-11
[2025-12-11T20:37:29.146773] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-11T20:37:29.146842] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=50.1663%)
[2025-12-11T20:37:29.147026] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-11T20:37:29.147075] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-11T20:37:29.147948] [INFO ] [main      ] Progress: 244/412 forecasts completed (59.2%). NABL finished in 0.6s. ETA: 28.9s. Rate: 348.67 forecasts/min
[2025-12-11T20:37:29.158714] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.159728] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-11T20:37:29.159778] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-11T20:37:29.159818] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-11T20:37:29.160620] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:29.160680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:29.165449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:29.167210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:29.167702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:29.168119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:29.170514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:29.173181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.276017] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-11T20:37:29.276084] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-21.32% (Conf=29.7596%)
[2025-12-11T20:37:29.276246] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-11T20:37:29.276289] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-11T20:37:29.277663] [INFO ] [main      ] Progress: 245/412 forecasts completed (59.5%). CNSP finished in 0.7s. ETA: 28.7s. Rate: 349.02 forecasts/min
[2025-12-11T20:37:29.288415] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.289323] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-11T20:37:29.289374] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-11T20:37:29.289405] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-11T20:37:29.290204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:29.290264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:29.295079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:29.295899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:29.297042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:29.300939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:29.302005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.306093] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.456375] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-11
[2025-12-11T20:37:29.499374] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-11T20:37:29.499438] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-16.99% (Conf=58.5843%)
[2025-12-11T20:37:29.499788] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-11T20:37:29.499839] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-11T20:37:29.500668] [INFO ] [main      ] Progress: 246/412 forecasts completed (59.7%). TSDD finished in 0.7s. ETA: 28.6s. Rate: 348.60 forecasts/min
[2025-12-11T20:37:29.510721] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.511774] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-11T20:37:29.511825] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-11T20:37:29.511855] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-11T20:37:29.512658] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:29.512720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:29.512892] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-11
[2025-12-11T20:37:29.515140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:29.590311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:29.591694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:29.592360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:29.595075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.627750] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.651826] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-11
[2025-12-11T20:37:29.680630] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.741174] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-11T20:37:29.741250] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=43.5309%)
[2025-12-11T20:37:29.741665] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-11T20:37:29.741718] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-11T20:37:29.742184] [INFO ] [main      ] Progress: 247/412 forecasts completed (60.0%). KMX finished in 0.7s. ETA: 28.4s. Rate: 348.03 forecasts/min
[2025-12-11T20:37:29.745196] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-11T20:37:29.745254] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=12.62% (Conf=56.5313%)
[2025-12-11T20:37:29.745415] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-11T20:37:29.745458] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-11T20:37:29.746500] [INFO ] [main      ] Progress: 248/412 forecasts completed (60.2%). SIEB finished in 0.6s. ETA: 28.2s. Rate: 349.40 forecasts/min
[2025-12-11T20:37:29.753517] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.754692] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-11T20:37:29.754748] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-11T20:37:29.754779] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-11T20:37:29.755695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:29.755757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:29.757619] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.758492] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-11T20:37:29.758542] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-11T20:37:29.758590] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-11T20:37:29.759360] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:29.759421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:29.760773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:29.762704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:29.763203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:29.764225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:29.803031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:29.803171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:29.804276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:29.804507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.804931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:29.807077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:29.807813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:29.809444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:29.843124] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:29.932364] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-11
[2025-12-11T20:37:29.936862] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-11T20:37:29.936940] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=56.6925%)
[2025-12-11T20:37:29.937286] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-11T20:37:29.937334] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-11T20:37:29.937655] [INFO ] [main      ] Progress: 249/412 forecasts completed (60.4%). BOH finished in 0.7s. ETA: 28.0s. Rate: 349.25 forecasts/min
[2025-12-11T20:37:29.949700] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:29.950859] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-11T20:37:29.950915] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-11T20:37:29.950946] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-11T20:37:29.951797] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:29.951873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:29.953625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:29.954155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:29.954551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:30.098415] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.144243] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.149667] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.171910] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-11T20:37:30.171981] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-16.52% (Conf=59.5977%)
[2025-12-11T20:37:30.172142] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-11T20:37:30.172185] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-11T20:37:30.173658] [INFO ] [main      ] Progress: 250/412 forecasts completed (60.7%). VEEE finished in 0.7s. ETA: 27.9s. Rate: 348.72 forecasts/min
[2025-12-11T20:37:30.184484] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:30.185493] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-11T20:37:30.185543] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-11T20:37:30.185591] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-11T20:37:30.186371] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:30.186431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:30.191228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:30.193642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:30.293051] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.302190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:30.310461] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.315900] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.316552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:30.317996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:30.390555] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-11T20:37:30.390641] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=54.489%)
[2025-12-11T20:37:30.390803] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-11T20:37:30.390853] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-11T20:37:30.391920] [INFO ] [main      ] Progress: 251/412 forecasts completed (60.9%). STK finished in 0.6s. ETA: 27.7s. Rate: 348.35 forecasts/min
[2025-12-11T20:37:30.400532] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-11T20:37:30.400613] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-4.72% (Conf=55.1025%)
[2025-12-11T20:37:30.400966] [INFO ] [main      ] Progress: 252/412 forecasts completed (61.2%). INTC finished in 0.7s. ETA: 27.5s. Rate: 349.67 forecasts/min
[2025-12-11T20:37:30.401096] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-11T20:37:30.401139] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-11T20:37:30.402192] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:30.403240] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-11T20:37:30.403292] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-11T20:37:30.403323] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-11T20:37:30.404120] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:30.404178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:30.405878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:30.406383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:30.406852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:30.407541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:30.412611] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:30.413454] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-11T20:37:30.413503] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-11T20:37:30.413534] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-11T20:37:30.414325] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:30.414384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:30.419253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:30.458480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:30.460491] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.538122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:30.566109] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-11T20:37:30.566177] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=67.6611%)
[2025-12-11T20:37:30.566341] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-11T20:37:30.566384] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-11T20:37:30.566886] [INFO ] [main      ] Progress: 253/412 forecasts completed (61.4%). ACM finished in 0.6s. ETA: 27.3s. Rate: 349.71 forecasts/min
[2025-12-11T20:37:30.578469] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:30.579381] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-11T20:37:30.579430] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-11T20:37:30.579463] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-11T20:37:30.580263] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:30.580322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:30.581196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:30.583653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:30.584663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:30.585672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:30.654599] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.745853] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.822453] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.878516] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.915300] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:30.955466] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-11
[2025-12-11T20:37:30.975446] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-11T20:37:30.975514] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=39.1481%)
[2025-12-11T20:37:30.975876] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-11T20:37:30.975938] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-11T20:37:30.976687] [INFO ] [main      ] Progress: 254/412 forecasts completed (61.7%). XPON finished in 0.6s. ETA: 27.3s. Rate: 347.81 forecasts/min
[2025-12-11T20:37:30.986752] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:30.987607] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-11T20:37:30.987657] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-11T20:37:30.987688] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-11T20:37:30.988536] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:30.988612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:30.990259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:30.993097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:31.007680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.045861] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-11T20:37:31.045929] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=1.48% (Conf=60.2298%)
[2025-12-11T20:37:31.046095] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-11T20:37:31.046140] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-11T20:37:31.047115] [INFO ] [main      ] Progress: 255/412 forecasts completed (61.9%). TXRH finished in 0.9s. ETA: 27.0s. Rate: 348.62 forecasts/min
[2025-12-11T20:37:31.059033] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.059706] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-11T20:37:31.059757] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-11T20:37:31.059787] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-11T20:37:31.060553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:31.060632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:31.061488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:31.062243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:31.062296] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.062941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:31.064517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.131006] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.138143] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-11T20:37:31.138218] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=46.6457%)
[2025-12-11T20:37:31.138391] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-11T20:37:31.138436] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-11T20:37:31.139648] [INFO ] [main      ] Progress: 256/412 forecasts completed (62.1%). EYE finished in 0.7s. ETA: 26.8s. Rate: 349.25 forecasts/min
[2025-12-11T20:37:31.150724] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.151599] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-11T20:37:31.151656] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-11T20:37:31.151688] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-11T20:37:31.152502] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:31.152565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:31.153533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.199183] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-11T20:37:31.199252] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=58.8929%)
[2025-12-11T20:37:31.199413] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-11T20:37:31.199457] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-11T20:37:31.200624] [INFO ] [main      ] Progress: 257/412 forecasts completed (62.4%). JVA finished in 0.6s. ETA: 26.6s. Rate: 350.13 forecasts/min
[2025-12-11T20:37:31.211426] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.217620] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-11T20:37:31.217674] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-11T20:37:31.217705] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-11T20:37:31.218524] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:31.218604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:31.220290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:31.220816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:31.221255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:31.221660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:31.270010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:31.271221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:31.272817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.348700] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-11
[2025-12-11T20:37:31.400551] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-11
[2025-12-11T20:37:31.502308] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-11
[2025-12-11T20:37:31.518738] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.566440] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.603799] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-11T20:37:31.603878] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=37.35% (Conf=56.5187%)
[2025-12-11T20:37:31.604620] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-11T20:37:31.604671] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-11T20:37:31.604643] [INFO ] [main      ] Progress: 258/412 forecasts completed (62.6%). LCFY finished in 0.6s. ETA: 26.5s. Rate: 348.30 forecasts/min
[2025-12-11T20:37:31.612564] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-11
[2025-12-11T20:37:31.616702] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.617624] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-11T20:37:31.617687] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-11T20:37:31.617719] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-11T20:37:31.618592] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:31.618653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:31.623497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:31.673104] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.684101] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-11T20:37:31.684165] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=49.6509%)
[2025-12-11T20:37:31.684469] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-11T20:37:31.684538] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-11T20:37:31.685411] [INFO ] [main      ] Progress: 259/412 forecasts completed (62.9%). VAC finished in 0.6s. ETA: 26.3s. Rate: 349.01 forecasts/min
[2025-12-11T20:37:31.696200] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.696957] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-11T20:37:31.697008] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-11T20:37:31.697044] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-11T20:37:31.697836] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:31.697919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:31.698594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.732604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:31.734551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:31.735343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.792542] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-11T20:37:31.792628] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=61.7785%)
[2025-12-11T20:37:31.792977] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-11T20:37:31.793028] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-11T20:37:31.793663] [INFO ] [main      ] Progress: 260/412 forecasts completed (63.1%). GD finished in 0.7s. ETA: 26.1s. Rate: 349.51 forecasts/min
[2025-12-11T20:37:31.794502] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:31.804853] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.805872] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-11T20:37:31.805929] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-11T20:37:31.805962] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-11T20:37:31.806803] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:31.806868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:31.808143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:31.808915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:31.873175] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-11T20:37:31.873261] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=60.7176%)
[2025-12-11T20:37:31.873673] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-11T20:37:31.873729] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-11T20:37:31.874653] [INFO ] [main      ] Progress: 261/412 forecasts completed (63.3%). BHFAM finished in 0.7s. ETA: 25.9s. Rate: 350.22 forecasts/min
[2025-12-11T20:37:31.885695] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:31.886654] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-11T20:37:31.886711] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-11T20:37:31.886744] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-11T20:37:31.887565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:31.887650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:31.892675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:31.932478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:31.933483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:31.934758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.034226] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.078985] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.161218] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.200293] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.247523] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.270295] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-11T20:37:32.270362] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=3.82% (Conf=52.3226%)
[2025-12-11T20:37:32.270764] [INFO ] [main      ] Progress: 262/412 forecasts completed (63.6%). TRMD finished in 0.6s. ETA: 25.8s. Rate: 348.47 forecasts/min
[2025-12-11T20:37:32.270887] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-11T20:37:32.270929] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-11T20:37:32.272777] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.282299] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.283201] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-11T20:37:32.283250] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-11T20:37:32.283281] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-11T20:37:32.284075] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:32.284133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:32.284863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:32.289053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:32.291425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.312776] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-11T20:37:32.312844] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=55.025%)
[2025-12-11T20:37:32.313006] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-11T20:37:32.313050] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-11T20:37:32.313863] [INFO ] [main      ] Progress: 263/412 forecasts completed (63.8%). THQ finished in 0.7s. ETA: 25.6s. Rate: 349.47 forecasts/min
[2025-12-11T20:37:32.325046] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.325812] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-11T20:37:32.325873] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-11T20:37:32.325904] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-11T20:37:32.326686] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:32.326755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:32.330555] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.331616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:32.333392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:32.333897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:32.335528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.421434] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-11T20:37:32.421507] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=55.1071%)
[2025-12-11T20:37:32.421966] [INFO ] [main      ] Fetching symbol history for BSMP...
[2025-12-11T20:37:32.422019] [DEBUG] [REMOTE    ] BSMP: Fetching historical data.
[2025-12-11T20:37:32.422644] [INFO ] [main      ] Progress: 264/412 forecasts completed (64.1%). PFGC finished in 0.6s. ETA: 25.4s. Rate: 349.96 forecasts/min
[2025-12-11T20:37:32.433377] [DEBUG] [REMOTE    ] BSMP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.434480] [DEBUG] [LOCAL     ] Loaded configuration for BSMP: 53 features, N/A% accuracy
[2025-12-11T20:37:32.434533] [INFO ] [LOCAL     ] BSMP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-11T20:37:32.434566] [DEBUG] [MAG       ] Building data for symbol: BSMP with lookback: 0
[2025-12-11T20:37:32.435401] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-11T20:37:32.435501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:32.439241] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.440591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:32.442491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:32.443006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:32.443478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:32.443908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:32.444717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:32.445557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:32.448128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:32.516175] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-11T20:37:32.516249] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=45.3705%)
[2025-12-11T20:37:32.516408] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-11T20:37:32.516451] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-11T20:37:32.517646] [INFO ] [main      ] Progress: 265/412 forecasts completed (64.3%). ALHC finished in 0.6s. ETA: 25.2s. Rate: 350.54 forecasts/min
[2025-12-11T20:37:32.528266] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.529231] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-11T20:37:32.529280] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-11T20:37:32.529311] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-11T20:37:32.530259] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:32.530317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:32.531057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:32.531820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.569155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:32.571257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:32.611945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:32.613798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:32.631939] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.657354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:32.658477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:32.659799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:32.674472] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.743112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:32.744060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:32.745997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:32.748982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:32.750155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:32.752657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:32.753441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:32.758100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:32.759355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:32.760754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:32.762373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:32.765376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:32.766090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:32.766836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:32.768968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:32.770125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:32.770859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:32.771563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-11T20:37:32.772287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:32.775155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:32.776839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:32.779445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:32.781830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:32.785929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:32.800736] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.804821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:32.806046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:32.807792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:32.808612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:32.810301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:32.811958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:32.812925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:32.814197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:32.815440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:32.817782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:32.819528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:32.822704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:32.824549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:32.830816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.841133] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:32.877053] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-11T20:37:32.877120] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=59.9373%)
[2025-12-11T20:37:32.877498] [INFO ] [main      ] Progress: 266/412 forecasts completed (64.6%). TRMK finished in 0.6s. ETA: 25.1s. Rate: 349.10 forecasts/min
[2025-12-11T20:37:32.877636] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-11T20:37:32.877680] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-11T20:37:32.880839] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-11
[2025-12-11T20:37:32.889329] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.890451] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-11T20:37:32.890501] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-11T20:37:32.890532] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-11T20:37:32.891327] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:32.891387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:32.896237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:32.898044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:32.898530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:32.898936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:32.899659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:32.901903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:32.903895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:32.983049] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-11T20:37:32.983118] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=51.4083%)
[2025-12-11T20:37:32.983479] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-11T20:37:32.983531] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-11T20:37:32.983655] [INFO ] [main      ] Progress: 267/412 forecasts completed (64.8%). SQQQ finished in 0.7s. ETA: 24.9s. Rate: 349.60 forecasts/min
[2025-12-11T20:37:32.995642] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:32.996508] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-11T20:37:32.996560] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-11T20:37:32.996612] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-11T20:37:32.997422] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:32.997481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:32.998287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:33.058352] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:33.131787] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-11T20:37:33.131862] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=7.81% (Conf=57.4076%)
[2025-12-11T20:37:33.132023] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-11T20:37:33.132067] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-11T20:37:33.133656] [INFO ] [main      ] Progress: 268/412 forecasts completed (65.0%). METCB finished in 0.6s. ETA: 24.7s. Rate: 349.76 forecasts/min
[2025-12-11T20:37:33.144623] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:33.145680] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-11T20:37:33.145734] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-11T20:37:33.145765] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-11T20:37:33.146564] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:33.146648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:33.147553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:33.174556] [DEBUG] [MAG       ] BSMP: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.238613] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.337563] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.344508] [DEBUG] [MAG       ] BSMP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:33.405987] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:33.470094] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-11T20:37:33.470182] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=43.5708%)
[2025-12-11T20:37:33.470537] [INFO ] [main      ] Progress: 269/412 forecasts completed (65.3%). QD finished in 0.6s. ETA: 24.6s. Rate: 348.51 forecasts/min
[2025-12-11T20:37:33.470681] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-11T20:37:33.470726] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-11T20:37:33.486172] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:33.487255] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-11T20:37:33.487305] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-11T20:37:33.487335] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-11T20:37:33.488201] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:33.488257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:33.489128] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.493393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:33.513980] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:33.583897] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-11T20:37:33.583966] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=46.1732%)
[2025-12-11T20:37:33.584154] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-11T20:37:33.584199] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-11T20:37:33.584885] [INFO ] [main      ] Progress: 270/412 forecasts completed (65.5%). CDC finished in 0.6s. ETA: 24.4s. Rate: 348.95 forecasts/min
[2025-12-11T20:37:33.596152] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:33.597378] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-11T20:37:33.597429] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-11T20:37:33.597460] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-11T20:37:33.598294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:33.598352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:33.600061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:33.600597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:33.600994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:33.603666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:33.611294] [INFO ] [LOCAL     ] BSMP: Saved forecast.
[2025-12-11T20:37:33.611369] [INFO ] [main      ] BSMP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-11T20:37:33.611823] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-11T20:37:33.611879] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-11T20:37:33.612619] [INFO ] [main      ] Progress: 271/412 forecasts completed (65.8%). BSMP finished in 1.2s. ETA: 24.2s. Rate: 350.03 forecasts/min
[2025-12-11T20:37:33.623337] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:33.625144] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-11T20:37:33.625201] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-11T20:37:33.625232] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-11T20:37:33.626150] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:33.626212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:33.628073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:33.628627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:33.629038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:33.630491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:33.632653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:33.634832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:33.657821] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:33.741066] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-11T20:37:33.741145] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=44.6077%)
[2025-12-11T20:37:33.741316] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-11T20:37:33.741359] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-11T20:37:33.742655] [INFO ] [main      ] Progress: 272/412 forecasts completed (66.0%). GFI finished in 0.6s. ETA: 24.0s. Rate: 350.34 forecasts/min
[2025-12-11T20:37:33.753616] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:33.754569] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-11T20:37:33.754642] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-11T20:37:33.754675] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-11T20:37:33.755467] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:33.828869] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.943174] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.977314] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-11
[2025-12-11T20:37:33.994261] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.047257] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-11T20:37:34.047324] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=47.227%)
[2025-12-11T20:37:34.047683] [INFO ] [main      ] Progress: 273/412 forecasts completed (66.3%). MNY finished in 0.6s. ETA: 23.9s. Rate: 349.34 forecasts/min
[2025-12-11T20:37:34.047830] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-11T20:37:34.047901] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-11T20:37:34.058785] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.060433] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-11T20:37:34.060494] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-11T20:37:34.060526] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-11T20:37:34.061331] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-11T20:37:34.061395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:34.066223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:34.068068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:34.068591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:34.068991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:34.086625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:34.087663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:34.088485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:34.090166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:34.091206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:34.091900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:34.093381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:34.094633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:34.096709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.114882] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.115548] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-11
[2025-12-11T20:37:34.148267] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.205541] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-11T20:37:34.205630] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=60.9251%)
[2025-12-11T20:37:34.205998] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-11T20:37:34.206050] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-11T20:37:34.206655] [INFO ] [main      ] Progress: 274/412 forecasts completed (66.5%). XENE finished in 0.6s. ETA: 23.7s. Rate: 349.44 forecasts/min
[2025-12-11T20:37:34.209433] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-11T20:37:34.209513] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=64.7029%)
[2025-12-11T20:37:34.209731] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-11T20:37:34.209787] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-11T20:37:34.211616] [INFO ] [main      ] Progress: 275/412 forecasts completed (66.7%). UNMA finished in 0.6s. ETA: 23.4s. Rate: 350.68 forecasts/min
[2025-12-11T20:37:34.218706] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.219979] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-11T20:37:34.220039] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-11T20:37:34.220076] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-11T20:37:34.220880] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:34.220940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:34.222196] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.223132] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-11T20:37:34.223185] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-11T20:37:34.223217] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-11T20:37:34.224027] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:34.224137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:34.229264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.259022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:34.284468] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.334168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:34.336355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:34.342956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.362741] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-11T20:37:34.362819] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=54.4664%)
[2025-12-11T20:37:34.362985] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-11T20:37:34.363030] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-11T20:37:34.364658] [INFO ] [main      ] Progress: 276/412 forecasts completed (67.0%). GIS finished in 0.6s. ETA: 23.3s. Rate: 350.81 forecasts/min
[2025-12-11T20:37:34.376198] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.377122] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-11T20:37:34.377177] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-11T20:37:34.377209] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-11T20:37:34.378038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:34.381056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:34.382853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:34.383407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:34.383826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:34.384873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.432613] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-11
[2025-12-11T20:37:34.578366] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-11
[2025-12-11T20:37:34.601083] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.685897] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-11
[2025-12-11T20:37:34.737763] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-11
[2025-12-11T20:37:34.741711] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-11T20:37:34.741778] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-12-11T20:37:34.742120] [INFO ] [main      ] Progress: 277/412 forecasts completed (67.2%). SWZ finished in 0.7s. ETA: 23.2s. Rate: 349.29 forecasts/min
[2025-12-11T20:37:34.742241] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-11T20:37:34.742283] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-11T20:37:34.750541] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.754304] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.755319] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-11T20:37:34.755370] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-11T20:37:34.755401] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-11T20:37:34.756225] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:34.756283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:34.757155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:34.809189] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-11T20:37:34.809257] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=54.7863%)
[2025-12-11T20:37:34.809418] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-12-11T20:37:34.809462] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-12-11T20:37:34.809862] [INFO ] [main      ] Progress: 278/412 forecasts completed (67.5%). PSTL finished in 0.6s. ETA: 23.0s. Rate: 350.05 forecasts/min
[2025-12-11T20:37:34.821169] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.821910] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-12-11T20:37:34.821962] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-12-11T20:37:34.821995] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-12-11T20:37:34.822824] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:34.822883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:34.827951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:34.833351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:34.833879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:34.834279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.854635] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.867006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:34.867812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:34.868936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:34.909286] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:34.929136] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-11T20:37:34.929217] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=56.6191%)
[2025-12-11T20:37:34.929642] [INFO ] [main      ] Progress: 279/412 forecasts completed (67.7%). DBRG finished in 0.7s. ETA: 22.8s. Rate: 350.43 forecasts/min
[2025-12-11T20:37:34.929595] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-11T20:37:34.929982] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-11T20:37:34.941629] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:34.942461] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-11T20:37:34.942525] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-11T20:37:34.942558] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-11T20:37:34.943374] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:34.943436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:34.948340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:34.950244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:34.950790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:34.951237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:34.951652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:34.952421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:34.953153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.013716] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-11T20:37:35.013787] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=57.5771%)
[2025-12-11T20:37:35.013966] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-11T20:37:35.014011] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-11T20:37:35.015645] [INFO ] [main      ] Progress: 280/412 forecasts completed (68.0%). IBB finished in 0.7s. ETA: 22.6s. Rate: 351.05 forecasts/min
[2025-12-11T20:37:35.027612] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:35.028538] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-11T20:37:35.028610] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-11T20:37:35.028644] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-11T20:37:35.029409] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:35.029470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:35.031152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:35.031675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:35.032119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:35.032515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:35.141288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:35.142511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:35.144098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.181163] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.209013] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.297777] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.354597] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:35.382751] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:35.450282] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-11T20:37:35.450354] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=59.2048%)
[2025-12-11T20:37:35.450730] [INFO ] [main      ] Progress: 281/412 forecasts completed (68.2%). DEI finished in 0.7s. ETA: 22.5s. Rate: 349.13 forecasts/min
[2025-12-11T20:37:35.450855] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-11T20:37:35.450898] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-11T20:37:35.453347] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-12-11T20:37:35.453415] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=5.06% (Conf=54.5505%)
[2025-12-11T20:37:35.453604] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-11T20:37:35.453654] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-11T20:37:35.453777] [INFO ] [main      ] Progress: 282/412 forecasts completed (68.4%). EMN finished in 0.6s. ETA: 22.3s. Rate: 350.35 forecasts/min
[2025-12-11T20:37:35.462984] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:35.464174] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-11T20:37:35.464237] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-11T20:37:35.464270] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-11T20:37:35.465087] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:35.465150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:35.465640] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:35.466447] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-11T20:37:35.466499] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-11T20:37:35.466532] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-11T20:37:35.467349] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:35.467419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:35.468225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:35.468880] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:35.469155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:35.470236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:35.472062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:35.472551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:35.472964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:35.475291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:35.476949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:35.478791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:35.482947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:35.484247] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.484321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.485155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.589679] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-11T20:37:35.589748] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=31.6877%)
[2025-12-11T20:37:35.589910] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-11T20:37:35.589956] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-11T20:37:35.590876] [INFO ] [main      ] Progress: 283/412 forecasts completed (68.7%). MRUS finished in 0.7s. ETA: 22.1s. Rate: 350.60 forecasts/min
[2025-12-11T20:37:35.601990] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:35.602857] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-11T20:37:35.602909] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-11T20:37:35.602941] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-11T20:37:35.603759] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:35.603817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:35.608850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:35.609708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.655015] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:35.762669] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-11T20:37:35.762736] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=50.2566%)
[2025-12-11T20:37:35.763082] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-11T20:37:35.763132] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-11T20:37:35.763668] [INFO ] [main      ] Progress: 284/412 forecasts completed (68.9%). ZBH finished in 0.7s. ETA: 21.9s. Rate: 350.59 forecasts/min
[2025-12-11T20:37:35.774591] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:35.775731] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-11T20:37:35.775784] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-11T20:37:35.775816] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-11T20:37:35.776604] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:35.776684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:35.781506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:35.783291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:35.783779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:35.784243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:35.784659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:35.786990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:35.837555] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.837833] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-11
[2025-12-11T20:37:35.958162] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.007080] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.008681] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.075282] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-11T20:37:36.075351] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=9.28% (Conf=60.5144%)
[2025-12-11T20:37:36.075753] [INFO ] [main      ] Progress: 285/412 forecasts completed (69.2%). CBUS finished in 0.6s. ETA: 21.8s. Rate: 349.58 forecasts/min
[2025-12-11T20:37:36.075879] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-11T20:37:36.075922] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-11T20:37:36.087162] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.088089] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-11T20:37:36.088150] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-11T20:37:36.088184] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-11T20:37:36.089065] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:36.089144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:36.094008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:36.095711] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-11T20:37:36.095787] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=51.2955%)
[2025-12-11T20:37:36.095779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:36.095952] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-11T20:37:36.095996] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-11T20:37:36.096247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:36.096527] [INFO ] [main      ] Progress: 286/412 forecasts completed (69.4%). DNTH finished in 0.6s. ETA: 21.6s. Rate: 350.66 forecasts/min
[2025-12-11T20:37:36.096989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:36.100135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:36.108629] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.109331] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-11T20:37:36.109382] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-11T20:37:36.109415] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-11T20:37:36.110256] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:36.110317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:36.115362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:36.126699] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.128979] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.139770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:36.231019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:36.232139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:36.251986] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-11T20:37:36.252058] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=3.70% (Conf=41.4009%)
[2025-12-11T20:37:36.252253] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-11T20:37:36.252299] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-11T20:37:36.253748] [INFO ] [main      ] Progress: 287/412 forecasts completed (69.7%). MOD finished in 0.7s. ETA: 21.4s. Rate: 350.76 forecasts/min
[2025-12-11T20:37:36.264863] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.265714] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-11T20:37:36.265765] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-11T20:37:36.265796] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-11T20:37:36.266634] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:36.266694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:36.271642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:36.273464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:36.273964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:36.274354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:36.297550] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.314446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:36.315934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:36.388410] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-11T20:37:36.388485] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=51.7627%)
[2025-12-11T20:37:36.388664] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-11T20:37:36.388708] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-11T20:37:36.389947] [INFO ] [main      ] Progress: 288/412 forecasts completed (69.9%). NAMS finished in 0.6s. ETA: 21.2s. Rate: 351.00 forecasts/min
[2025-12-11T20:37:36.400493] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.402088] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-11T20:37:36.402147] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-11T20:37:36.402179] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-11T20:37:36.402979] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:36.403040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:36.407955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:36.447746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:36.448677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:36.449363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:36.451171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:36.453139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:36.453906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:36.477391] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.583993] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.648211] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.686824] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.726214] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-11T20:37:36.726283] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=53.5905%)
[2025-12-11T20:37:36.726665] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-11T20:37:36.726716] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-11T20:37:36.727645] [INFO ] [main      ] Progress: 289/412 forecasts completed (70.1%). TSLS finished in 0.7s. ETA: 21.1s. Rate: 349.82 forecasts/min
[2025-12-11T20:37:36.738217] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.739460] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-11T20:37:36.739524] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-11T20:37:36.739564] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-11T20:37:36.740647] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:36.740722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:36.742992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:36.743560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:36.746289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:36.749100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:36.754860] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.770560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:36.773348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:36.795327] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-11
[2025-12-11T20:37:36.857972] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.896685] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-11T20:37:36.896754] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=-25.56% (Conf=51.6204%)
[2025-12-11T20:37:36.897199] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-11T20:37:36.897252] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-11T20:37:36.897653] [INFO ] [main      ] Progress: 290/412 forecasts completed (70.4%). MSTX finished in 0.8s. ETA: 20.9s. Rate: 349.83 forecasts/min
[2025-12-11T20:37:36.909741] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.911592] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-11T20:37:36.911644] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-11T20:37:36.911676] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-11T20:37:36.912489] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:36.912554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:36.915064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:36.916107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:36.917467] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-11T20:37:36.917535] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=44.1829%)
[2025-12-11T20:37:36.917708] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-11T20:37:36.917753] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-11T20:37:36.919675] [INFO ] [main      ] Progress: 291/412 forecasts completed (70.6%). HYI finished in 0.7s. ETA: 20.7s. Rate: 350.88 forecasts/min
[2025-12-11T20:37:36.928883] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:36.929876] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-11T20:37:36.929941] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-11T20:37:36.929973] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-11T20:37:36.930791] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:36.930851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:36.931727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:36.964641] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:36.995381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:37.000070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:37.001253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:37.003368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.005092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:37.005614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:37.006735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:37.008766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.042822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:37.044936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:37.046153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.051894] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-11T20:37:37.051961] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=38.7013%)
[2025-12-11T20:37:37.052122] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-11T20:37:37.052166] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-11T20:37:37.052888] [INFO ] [main      ] Progress: 292/412 forecasts completed (70.9%). SNN finished in 0.7s. ETA: 20.5s. Rate: 351.15 forecasts/min
[2025-12-11T20:37:37.063677] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.064733] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-11T20:37:37.064786] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-11T20:37:37.064817] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-11T20:37:37.065609] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:37.065670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.067348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:37.067897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:37.068330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:37.068744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:37.070366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:37.072512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:37.074376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.115486] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.284552] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:37.349553] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-11T20:37:37.349637] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-5.13% (Conf=44.3582%)
[2025-12-11T20:37:37.350079] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-11T20:37:37.350138] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-11T20:37:37.350651] [INFO ] [main      ] Progress: 293/412 forecasts completed (71.1%). DHX finished in 0.6s. ETA: 20.4s. Rate: 350.26 forecasts/min
[2025-12-11T20:37:37.357115] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.361227] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.362349] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-11T20:37:37.362399] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-11T20:37:37.362430] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-11T20:37:37.363217] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:37.363276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.364968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:37.365474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:37.365877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:37.367144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.388534] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.416822] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.528312] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:37.561988] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:37.590935] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:37.627081] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-11T20:37:37.627151] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=4.29% (Conf=58.6358%)
[2025-12-11T20:37:37.627555] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-11T20:37:37.627625] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-11T20:37:37.627632] [INFO ] [main      ] Progress: 294/412 forecasts completed (71.4%). AIG finished in 0.7s. ETA: 20.3s. Rate: 349.53 forecasts/min
[2025-12-11T20:37:37.639688] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.640895] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-11T20:37:37.640948] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-11T20:37:37.640981] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-11T20:37:37.641855] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:37.641916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.643744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:37.644306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:37.645054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:37.646147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:37.647620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.674029] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-11T20:37:37.674104] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=7.12% (Conf=55.49%)
[2025-12-11T20:37:37.674529] [INFO ] [main      ] Progress: 295/412 forecasts completed (71.6%). AMPX finished in 0.6s. ETA: 20.0s. Rate: 350.39 forecasts/min
[2025-12-11T20:37:37.674661] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-11T20:37:37.674707] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-11T20:37:37.687210] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.687506] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-11T20:37:37.687599] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=35.7574%)
[2025-12-11T20:37:37.687759] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-11T20:37:37.687832] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-11T20:37:37.688017] [INFO ] [main      ] Progress: 296/412 forecasts completed (71.8%). GAB finished in 0.8s. ETA: 19.8s. Rate: 351.49 forecasts/min
[2025-12-11T20:37:37.689218] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-11T20:37:37.689299] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-11T20:37:37.689347] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-11T20:37:37.690473] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:37.690550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:37.696041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.698101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:37.698717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:37.699229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:37.700210] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.700959] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-11T20:37:37.701011] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-11T20:37:37.701044] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-11T20:37:37.701851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:37.701915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:37.707024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.708933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:37.709452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:37.709868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:37.714607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:37.717117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.720946] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.742895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:37.748241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:37.750297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:37.891839] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:37.974622] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-11T20:37:37.974695] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=59.1306%)
[2025-12-11T20:37:37.975056] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-11T20:37:37.975110] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-11T20:37:37.975668] [INFO ] [main      ] Progress: 297/412 forecasts completed (72.1%). PSCE finished in 0.6s. ETA: 19.7s. Rate: 350.68 forecasts/min
[2025-12-11T20:37:37.987683] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:37.989414] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-11T20:37:37.989469] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-11T20:37:37.989500] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-11T20:37:37.990319] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:37.990383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:37.990363] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-11
[2025-12-11T20:37:37.995315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:37.997156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:37.997663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:38.001533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:38.002510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:38.004941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:38.057472] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.114166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:38.115440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.129620] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.163499] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.224998] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.231896] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-11T20:37:38.231966] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=56.5804%)
[2025-12-11T20:37:38.232130] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-11T20:37:38.233659] [INFO ] [main      ] Progress: 298/412 forecasts completed (72.3%). BSVO finished in 0.6s. ETA: 19.5s. Rate: 350.08 forecasts/min
[2025-12-11T20:37:38.232178] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-11T20:37:38.247328] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.248474] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-11T20:37:38.248525] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-11T20:37:38.248557] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-11T20:37:38.249382] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:38.249444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:38.251217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:38.251771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:38.252175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:38.252978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:38.254906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.286547] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-11T20:37:38.286631] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=67.98%)
[2025-12-11T20:37:38.286793] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-11T20:37:38.286836] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-11T20:37:38.289367] [INFO ] [main      ] Progress: 299/412 forecasts completed (72.6%). TDF finished in 0.6s. ETA: 19.3s. Rate: 350.87 forecasts/min
[2025-12-11T20:37:38.299173] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.300159] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-11T20:37:38.300213] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-11T20:37:38.300246] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-11T20:37:38.301046] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:38.301114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:38.305338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.317530] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.463286] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.465624] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-11T20:37:38.465702] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-3.83% (Conf=46.1498%)
[2025-12-11T20:37:38.465904] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-11T20:37:38.465964] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-11T20:37:38.466850] [INFO ] [main      ] Progress: 300/412 forecasts completed (72.8%). QMCO finished in 0.8s. ETA: 19.2s. Rate: 350.83 forecasts/min
[2025-12-11T20:37:38.479245] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.480375] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-11T20:37:38.480428] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-11T20:37:38.480460] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-11T20:37:38.481271] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:38.481353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:38.486439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:38.488445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:38.489025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:38.489513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:38.489935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:38.492611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:38.494103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:38.497093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:38.498635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.598037] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.632044] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.653543] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.707537] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-11T20:37:38.707631] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=51.1453%)
[2025-12-11T20:37:38.707994] [INFO ] [main      ] Progress: 301/412 forecasts completed (73.1%). PPL finished in 0.7s. ETA: 19.0s. Rate: 350.35 forecasts/min
[2025-12-11T20:37:38.708117] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-11T20:37:38.708159] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-11T20:37:38.719116] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.720023] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-11T20:37:38.720075] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-11T20:37:38.720106] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-11T20:37:38.720911] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:38.720970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:38.722666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:38.723186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:38.723645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:38.724034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:38.774032] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.824077] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:38.836532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:38.838389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.841696] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-11T20:37:38.841764] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=64.4142%)
[2025-12-11T20:37:38.842251] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-11T20:37:38.842303] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-11T20:37:38.842664] [INFO ] [main      ] Progress: 302/412 forecasts completed (73.3%). SRTS finished in 0.6s. ETA: 18.8s. Rate: 350.60 forecasts/min
[2025-12-11T20:37:38.853922] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.854989] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-11T20:37:38.855040] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-11T20:37:38.855071] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-11T20:37:38.855873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:38.855932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:38.857620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:38.858190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:38.858677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:38.874711] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-11
[2025-12-11T20:37:38.897487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:38.909979] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-11T20:37:38.910046] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=55.3425%)
[2025-12-11T20:37:38.910444] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-11T20:37:38.910495] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-11T20:37:38.911669] [INFO ] [main      ] Progress: 303/412 forecasts completed (73.5%). RLI finished in 0.6s. ETA: 18.6s. Rate: 351.29 forecasts/min
[2025-12-11T20:37:38.922337] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:38.923119] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-11T20:37:38.923180] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-11T20:37:38.923219] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-11T20:37:38.924038] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:38.924100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:38.929117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:38.930096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:38.932569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:38.934193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:38.935189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:38.935816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:38.936475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:38.937500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:39.058405] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:39.196120] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-11T20:37:39.196200] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=69.8631%)
[2025-12-11T20:37:39.196563] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-11T20:37:39.196633] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-11T20:37:39.197658] [INFO ] [main      ] Progress: 304/412 forecasts completed (73.8%). UNP finished in 0.7s. ETA: 18.5s. Rate: 350.51 forecasts/min
[2025-12-11T20:37:39.209784] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:39.210757] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-11T20:37:39.210827] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-11T20:37:39.210869] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-11T20:37:39.212011] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:39.212073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:39.214824] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.217208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:39.239117] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.277148] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.301735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:39.303466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:39.396252] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:39.410109] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:39.448537] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:39.490010] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-11T20:37:39.490077] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=61.5832%)
[2025-12-11T20:37:39.490258] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-11T20:37:39.490312] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-11T20:37:39.490912] [INFO ] [main      ] Progress: 305/412 forecasts completed (74.0%). GSK finished in 0.6s. ETA: 18.4s. Rate: 349.70 forecasts/min
[2025-12-11T20:37:39.502196] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:39.503128] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-11T20:37:39.503177] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-11T20:37:39.503208] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-11T20:37:39.504017] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:39.504079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:39.512695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:39.514507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:39.515009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:39.515398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:39.517831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:39.523486] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-11T20:37:39.523556] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-53.39% (Conf=49.213%)
[2025-12-11T20:37:39.523949] [INFO ] [main      ] Progress: 306/412 forecasts completed (74.3%). BIAF finished in 0.8s. ETA: 18.1s. Rate: 350.62 forecasts/min
[2025-12-11T20:37:39.524090] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-11T20:37:39.524151] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-11T20:37:39.537504] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:39.538680] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-11T20:37:39.538761] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-11T20:37:39.538811] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-11T20:37:39.539841] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:39.539906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:39.542973] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-11T20:37:39.543043] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=55.4964%)
[2025-12-11T20:37:39.543213] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-11T20:37:39.543258] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-11T20:37:39.543923] [INFO ] [main      ] Progress: 307/412 forecasts completed (74.5%). SSNC finished in 0.6s. ETA: 17.9s. Rate: 351.63 forecasts/min
[2025-12-11T20:37:39.546643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:39.548819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:39.549420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:39.552554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-11T20:37:39.554623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:39.555083] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:39.555918] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-11T20:37:39.555969] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-11T20:37:39.556000] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-11T20:37:39.556828] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:39.556888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:39.559414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:39.560349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:39.561857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:39.562094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:39.562615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:39.563288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:39.565817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:39.576161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:39.681867] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.852430] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:39.901354] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.917698] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.950551] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-11T20:37:39.950635] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=9.57% (Conf=55.3642%)
[2025-12-11T20:37:39.950972] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-11T20:37:39.951021] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-11T20:37:39.951741] [INFO ] [main      ] Progress: 308/412 forecasts completed (74.8%). HELE finished in 0.8s. ETA: 17.8s. Rate: 350.05 forecasts/min
[2025-12-11T20:37:39.964093] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:39.965087] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-11T20:37:39.965140] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-11T20:37:39.965171] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-11T20:37:39.965855] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-11
[2025-12-11T20:37:39.965991] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:39.966060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:39.970880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:39.973470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:40.082207] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:40.103667] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:40.146473] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-11T20:37:40.146541] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=39.5106%)
[2025-12-11T20:37:40.147008] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-11T20:37:40.147060] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-11T20:37:40.147669] [INFO ] [main      ] Progress: 309/412 forecasts completed (75.0%). BGX finished in 0.7s. ETA: 17.7s. Rate: 349.89 forecasts/min
[2025-12-11T20:37:40.149189] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:40.158790] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:40.159668] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-11T20:37:40.159724] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-11T20:37:40.159755] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-11T20:37:40.160569] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:40.160656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:40.165525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:40.167510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:40.168094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:40.168493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:40.175248] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-11T20:37:40.175317] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=51.7215%)
[2025-12-11T20:37:40.175773] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-11T20:37:40.175827] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-11T20:37:40.176667] [INFO ] [main      ] Progress: 310/412 forecasts completed (75.2%). BLZE finished in 0.6s. ETA: 17.4s. Rate: 350.83 forecasts/min
[2025-12-11T20:37:40.187687] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:40.188751] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-11T20:37:40.188812] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-11T20:37:40.188846] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-11T20:37:40.189893] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:40.189971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:40.191850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:40.192391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:40.193398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:40.195887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:40.229614] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-11T20:37:40.229684] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=51.3219%)
[2025-12-11T20:37:40.233881] [INFO ] [main      ] Progress: 311/412 forecasts completed (75.5%). FTGS finished in 0.7s. ETA: 17.2s. Rate: 351.58 forecasts/min
[2025-12-11T20:37:40.234010] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-11T20:37:40.234070] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-11T20:37:40.246195] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:40.247344] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-11T20:37:40.247397] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-11T20:37:40.247429] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-11T20:37:40.248402] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:40.248485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:40.253564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:40.254461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:40.257234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:40.314997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:40.316112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:40.316782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:40.317463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:40.319735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:40.355715] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-11
[2025-12-11T20:37:40.374154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:40.464650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:40.613454] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:40.706658] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-11
[2025-12-11T20:37:40.725353] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-11T20:37:40.725435] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=47.8289%)
[2025-12-11T20:37:40.725900] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-11T20:37:40.725963] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-11T20:37:40.727652] [INFO ] [main      ] Progress: 312/412 forecasts completed (75.7%). NTB finished in 0.8s. ETA: 17.2s. Rate: 349.46 forecasts/min
[2025-12-11T20:37:40.740906] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-11
[2025-12-11T20:37:40.742538] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:40.743912] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-11T20:37:40.744423] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-11T20:37:40.744477] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-11T20:37:40.745680] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:40.745762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:40.747055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:40.748071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:40.749091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:40.755352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:40.757453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:40.917356] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-11
[2025-12-11T20:37:40.954102] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:40.979192] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.114686] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-11T20:37:41.114811] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=48.3931%)
[2025-12-11T20:37:41.115535] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-11T20:37:41.115627] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-11T20:37:41.115554] [INFO ] [main      ] Progress: 313/412 forecasts completed (76.0%). KTB finished in 0.9s. ETA: 17.1s. Rate: 348.06 forecasts/min
[2025-12-11T20:37:41.132607] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.134652] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-11T20:37:41.134812] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-11T20:37:41.134850] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-11T20:37:41.136194] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:41.136277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:41.138503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:41.139336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:41.139952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:41.141166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:41.142239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:41.142917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:41.144454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:41.147042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:41.148619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:41.149493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:41.161477] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-11T20:37:41.161550] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=45.2981%)
[2025-12-11T20:37:41.161974] [INFO ] [main      ] Progress: 314/412 forecasts completed (76.2%). JLL finished in 0.9s. ETA: 16.9s. Rate: 348.87 forecasts/min
[2025-12-11T20:37:41.162137] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-11T20:37:41.162188] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-11T20:37:41.175695] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.177177] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.178514] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-11T20:37:41.178616] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-11T20:37:41.178671] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-11T20:37:41.179986] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:41.180071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:41.186900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:41.249510] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-11T20:37:41.249606] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=52.909%)
[2025-12-11T20:37:41.249989] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-11T20:37:41.250041] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-11T20:37:41.251677] [INFO ] [main      ] Progress: 315/412 forecasts completed (76.5%). STKL finished in 1.1s. ETA: 16.7s. Rate: 349.40 forecasts/min
[2025-12-11T20:37:41.263554] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.264566] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-11T20:37:41.264658] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-11T20:37:41.264692] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-11T20:37:41.265786] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-11T20:37:41.298822] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-11
[2025-12-11T20:37:41.478437] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.559961] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-11
[2025-12-11T20:37:41.587795] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-11T20:37:41.587896] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=56.1825%)
[2025-12-11T20:37:41.588069] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-11T20:37:41.588112] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-11T20:37:41.589684] [INFO ] [main      ] Progress: 316/412 forecasts completed (76.7%). CHCO finished in 0.9s. ETA: 16.5s. Rate: 348.34 forecasts/min
[2025-12-11T20:37:41.600130] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.601327] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-11T20:37:41.601377] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-11T20:37:41.601407] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-11T20:37:41.602225] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:41.602283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:41.607540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:41.627244] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-11
[2025-12-11T20:37:41.672124] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-11
[2025-12-11T20:37:41.755098] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.800615] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.848665] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-11T20:37:41.848735] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=9.04% (Conf=46.1699%)
[2025-12-11T20:37:41.849147] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-11T20:37:41.849205] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-11T20:37:41.849162] [INFO ] [main      ] Progress: 317/412 forecasts completed (76.9%). NCLH finished in 0.7s. ETA: 16.4s. Rate: 347.78 forecasts/min
[2025-12-11T20:37:41.861942] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.862989] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-11T20:37:41.863046] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-11T20:37:41.863081] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-11T20:37:41.864014] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:41.864082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:41.865860] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:41.869644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:41.871558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:41.871817] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-11T20:37:41.871884] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=49.9389%)
[2025-12-11T20:37:41.872093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:41.872256] [INFO ] [main      ] Progress: 318/412 forecasts completed (77.2%). PSNL finished in 0.7s. ETA: 16.2s. Rate: 348.73 forecasts/min
[2025-12-11T20:37:41.872446] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-11T20:37:41.872494] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-11T20:37:41.872925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:41.884591] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.885425] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-11T20:37:41.885476] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-11T20:37:41.885507] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-11T20:37:41.886297] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:41.886357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:41.891206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:41.892972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:41.893465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:41.893875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:41.944037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:41.945991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:41.948462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:41.949483] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-11T20:37:41.949549] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=2.61% (Conf=46.8737%)
[2025-12-11T20:37:41.949992] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-11T20:37:41.950045] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-11T20:37:41.950195] [INFO ] [main      ] Progress: 319/412 forecasts completed (77.4%). MBWM finished in 0.7s. ETA: 16.0s. Rate: 349.33 forecasts/min
[2025-12-11T20:37:41.950104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:41.951450] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-11
[2025-12-11T20:37:41.961344] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:41.962478] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-11T20:37:41.962529] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-11T20:37:41.962561] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-11T20:37:41.963370] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:41.963432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:41.965149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:41.965674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:41.966063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:41.994253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:41.995983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:41.998539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.119893] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:42.223360] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-11T20:37:42.223431] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=47.06%)
[2025-12-11T20:37:42.223823] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-11T20:37:42.223874] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-11T20:37:42.224661] [INFO ] [main      ] Progress: 320/412 forecasts completed (77.7%). SENEA finished in 0.6s. ETA: 15.8s. Rate: 348.68 forecasts/min
[2025-12-11T20:37:42.236112] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:42.236985] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-11T20:37:42.237039] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-11T20:37:42.237071] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-11T20:37:42.237938] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:42.237999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:42.243093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:42.292933] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.297191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.300751] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.342758] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.466236] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:42.470425] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:42.511748] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:42.549734] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-11T20:37:42.549806] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=47.7839%)
[2025-12-11T20:37:42.549980] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-11T20:37:42.550028] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-11T20:37:42.550877] [INFO ] [main      ] Progress: 321/412 forecasts completed (77.9%). DEA finished in 0.6s. ETA: 15.7s. Rate: 347.71 forecasts/min
[2025-12-11T20:37:42.562646] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:42.563768] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-11T20:37:42.563824] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-11T20:37:42.563868] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-11T20:37:42.564822] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:42.564884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:42.566671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:42.567193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:42.567949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.584085] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-11T20:37:42.584150] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=4.80% (Conf=51.1477%)
[2025-12-11T20:37:42.584315] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-11T20:37:42.584358] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-11T20:37:42.586704] [INFO ] [main      ] Progress: 322/412 forecasts completed (78.2%). SPOK finished in 0.7s. ETA: 15.5s. Rate: 348.57 forecasts/min
[2025-12-11T20:37:42.588976] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-11T20:37:42.589046] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=55.1466%)
[2025-12-11T20:37:42.589377] [INFO ] [main      ] Progress: 323/412 forecasts completed (78.4%). AMBA finished in 0.7s. ETA: 15.3s. Rate: 349.63 forecasts/min
[2025-12-11T20:37:42.589518] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-11T20:37:42.589562] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-11T20:37:42.596508] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:42.597631] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-11T20:37:42.597685] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-11T20:37:42.597725] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-11T20:37:42.598501] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:42.598563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:42.601735] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:42.602669] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-11T20:37:42.602723] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-11T20:37:42.602754] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-11T20:37:42.603340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:42.603599] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:42.603662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:42.605106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:42.605587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:42.605966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:42.608005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:42.608441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:42.608550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:42.609468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:42.610428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:42.610949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:42.611071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:42.611337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:42.612108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:42.612128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:42.612776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:42.612789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.615425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.643323] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.814861] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:42.907195] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-11T20:37:42.907265] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=66.3005%)
[2025-12-11T20:37:42.907661] [INFO ] [main      ] Progress: 324/412 forecasts completed (78.6%). HSBC finished in 0.7s. ETA: 15.1s. Rate: 348.71 forecasts/min
[2025-12-11T20:37:42.907880] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-11T20:37:42.907928] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-11T20:37:42.909969] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.920049] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:42.920971] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-11T20:37:42.921023] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-11T20:37:42.921054] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-11T20:37:42.921891] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:42.921951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:42.927080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:42.928644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:42.931426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:42.937234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:42.948771] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-11
[2025-12-11T20:37:42.959217] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-11
[2025-12-11T20:37:43.083212] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.118489] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.131429] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.152256] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-11T20:37:43.152323] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=54.3409%)
[2025-12-11T20:37:43.152689] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-11T20:37:43.152740] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-11T20:37:43.154649] [INFO ] [main      ] Progress: 325/412 forecasts completed (78.9%). CCNE finished in 0.6s. ETA: 15.0s. Rate: 348.25 forecasts/min
[2025-12-11T20:37:43.164391] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.165435] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-11T20:37:43.165486] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-11T20:37:43.165516] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-11T20:37:43.166308] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:43.166369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.168121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:43.168654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:43.169753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:43.171423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:43.172508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:43.173223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.191798] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-11T20:37:43.191866] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2025-12-11T20:37:43.192225] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-11T20:37:43.192276] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-11T20:37:43.192638] [INFO ] [main      ] Progress: 326/412 forecasts completed (79.1%). PMVP finished in 0.6s. ETA: 14.8s. Rate: 349.08 forecasts/min
[2025-12-11T20:37:43.202314] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-11T20:37:43.202381] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-12.10% (Conf=53.6419%)
[2025-12-11T20:37:43.202538] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-11T20:37:43.202806] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-11T20:37:43.203622] [INFO ] [main      ] Progress: 327/412 forecasts completed (79.4%). YSG finished in 0.6s. ETA: 14.6s. Rate: 350.08 forecasts/min
[2025-12-11T20:37:43.205116] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.205985] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-11T20:37:43.206047] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-11T20:37:43.206080] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-11T20:37:43.206961] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:43.207046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.209119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:43.209708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:43.211900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:43.213051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.215486] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.216524] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-11T20:37:43.216593] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-11T20:37:43.216627] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-11T20:37:43.217433] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:43.217493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:43.222457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.224291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:43.224796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:43.225609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:43.226300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.278168] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-11
[2025-12-11T20:37:43.455910] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.524328] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-11
[2025-12-11T20:37:43.549620] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-11T20:37:43.549698] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=48.4808%)
[2025-12-11T20:37:43.549858] [INFO ] [main      ] Fetching symbol history for ALRS...
[2025-12-11T20:37:43.549902] [DEBUG] [REMOTE    ] ALRS: Fetching historical data.
[2025-12-11T20:37:43.551012] [INFO ] [main      ] Progress: 328/412 forecasts completed (79.6%). MNSO finished in 0.6s. ETA: 14.4s. Rate: 348.99 forecasts/min
[2025-12-11T20:37:43.561309] [DEBUG] [REMOTE    ] ALRS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.562154] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-11
[2025-12-11T20:37:43.562428] [DEBUG] [LOCAL     ] Loaded configuration for ALRS: 8 features, N/A% accuracy
[2025-12-11T20:37:43.562480] [INFO ] [LOCAL     ] ALRS: Loaded 8 optimal features with 54.11% confidence from JSON config
[2025-12-11T20:37:43.562511] [DEBUG] [MAG       ] Building data for symbol: ALRS with lookback: 0
[2025-12-11T20:37:43.563295] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:43.563362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:43.568251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.570131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:43.570640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:43.571089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:43.577821] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-11
[2025-12-11T20:37:43.684820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:43.696684] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.725084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:43.732823] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.746771] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:43.795032] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-11T20:37:43.795105] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=46.68%)
[2025-12-11T20:37:43.795452] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-11T20:37:43.795501] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-11T20:37:43.795669] [INFO ] [main      ] Progress: 329/412 forecasts completed (79.9%). DOCN finished in 0.6s. ETA: 14.3s. Rate: 348.54 forecasts/min
[2025-12-11T20:37:43.803634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:43.805040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.806875] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.807872] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-11T20:37:43.807924] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-11T20:37:43.807955] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-11T20:37:43.808756] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:43.808817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:43.809521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:43.811309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:43.814037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:43.814127] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-11T20:37:43.814194] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=59.3556%)
[2025-12-11T20:37:43.814567] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-11T20:37:43.814960] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-11T20:37:43.815979] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-11T20:37:43.816047] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=6.37% (Conf=58.5395%)
[2025-12-11T20:37:43.816268] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-11T20:37:43.816325] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-11T20:37:43.816807] [INFO ] [main      ] Progress: 330/412 forecasts completed (80.1%). CPNG finished in 0.6s. ETA: 14.1s. Rate: 349.47 forecasts/min
[2025-12-11T20:37:43.817053] [INFO ] [main      ] Progress: 331/412 forecasts completed (80.3%). VUZI finished in 0.6s. ETA: 13.9s. Rate: 350.53 forecasts/min
[2025-12-11T20:37:43.817687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:43.819135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.827919] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.828911] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-11T20:37:43.828969] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-11T20:37:43.829001] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-11T20:37:43.829492] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:43.829789] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:43.829850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.830313] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-11T20:37:43.830371] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-11T20:37:43.830402] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-11T20:37:43.831277] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:43.831343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:43.831633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:43.832145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:43.833205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:43.833236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:43.833809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:43.834278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:43.835242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:43.835991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:43.836955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:43.838429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-11T20:37:43.840108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:43.840851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:43.922975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:43.926336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:43.928784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:44.153215] [DEBUG] [MAG       ] ALRS: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.162432] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.187739] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.286142] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.335132] [DEBUG] [MAG       ] ALRS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:44.335449] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:44.359566] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:44.406907] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-11T20:37:44.406982] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=63.9339%)
[2025-12-11T20:37:44.407149] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-11T20:37:44.407194] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-11T20:37:44.409056] [INFO ] [main      ] Progress: 332/412 forecasts completed (80.6%). GOOS finished in 0.6s. ETA: 13.8s. Rate: 347.95 forecasts/min
[2025-12-11T20:37:44.416908] [INFO ] [LOCAL     ] ALRS: Saved forecast.
[2025-12-11T20:37:44.416975] [INFO ] [main      ] ALRS: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=54.1051%)
[2025-12-11T20:37:44.417476] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-11T20:37:44.417523] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-11T20:37:44.419099] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:44.420111] [INFO ] [main      ] Progress: 333/412 forecasts completed (80.8%). ALRS finished in 0.9s. ETA: 13.6s. Rate: 348.93 forecasts/min
[2025-12-11T20:37:44.420678] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-11T20:37:44.420755] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-11T20:37:44.420790] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-11T20:37:44.421981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:44.422043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:44.427198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:44.429937] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:44.430762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:44.430895] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-11T20:37:44.430964] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-11T20:37:44.430998] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-11T20:37:44.431251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:44.431846] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:44.431923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:44.433723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:44.433743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:44.434264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:44.434780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:44.435182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:44.435854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:44.437016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:44.456284] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-11T20:37:44.456354] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=7.04% (Conf=49.1038%)
[2025-12-11T20:37:44.456517] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-11T20:37:44.456560] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-11T20:37:44.457763] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:44.458607] [INFO ] [main      ] Progress: 334/412 forecasts completed (81.1%). STRS finished in 0.6s. ETA: 13.4s. Rate: 349.75 forecasts/min
[2025-12-11T20:37:44.469015] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:44.469800] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-11T20:37:44.469857] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-11T20:37:44.469890] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-11T20:37:44.470719] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:44.470781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:44.475698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:44.477547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:44.478074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:44.480786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:44.482178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:44.548001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:44.550416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:44.550967] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-11T20:37:44.551048] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=50.2965%)
[2025-12-11T20:37:44.551218] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-11T20:37:44.551264] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-11T20:37:44.551905] [INFO ] [main      ] Progress: 335/412 forecasts completed (81.3%). AMAL finished in 0.7s. ETA: 13.2s. Rate: 350.22 forecasts/min
[2025-12-11T20:37:44.563844] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:44.565546] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-11T20:37:44.565629] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-11T20:37:44.565662] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-11T20:37:44.566542] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:44.566651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:44.568484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:44.569083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:44.569554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:44.570082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:44.613932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:44.615013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:44.781062] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.832321] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.888087] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-11
[2025-12-11T20:37:44.947796] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:44.969744] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-11
[2025-12-11T20:37:45.003830] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.056722] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.129926] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-11T20:37:45.129995] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=50.7224%)
[2025-12-11T20:37:45.130339] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-11T20:37:45.130392] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-11T20:37:45.130373] [INFO ] [main      ] Progress: 336/412 forecasts completed (81.6%). LTC finished in 0.7s. ETA: 13.1s. Rate: 347.76 forecasts/min
[2025-12-11T20:37:45.139102] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.141411] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-11T20:37:45.141476] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-3.56% (Conf=51.6714%)
[2025-12-11T20:37:45.141826] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-11T20:37:45.141877] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-11T20:37:45.142135] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.142830] [INFO ] [main      ] Progress: 337/412 forecasts completed (81.8%). FLWS finished in 0.7s. ETA: 12.9s. Rate: 348.72 forecasts/min
[2025-12-11T20:37:45.143388] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-11T20:37:45.143465] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-11T20:37:45.143498] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-11T20:37:45.144628] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:45.144693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:45.145619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:45.155343] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.156418] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-11T20:37:45.156471] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-11T20:37:45.156505] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-11T20:37:45.157349] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:45.157416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:45.162446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:45.164269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:45.164767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:45.165672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:45.167702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:45.171716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:45.173160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.200410] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-11T20:37:45.200480] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=48.8237%)
[2025-12-11T20:37:45.200659] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-11T20:37:45.200707] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-11T20:37:45.201931] [INFO ] [main      ] Progress: 338/412 forecasts completed (82.0%). OFS finished in 0.6s. ETA: 12.7s. Rate: 349.40 forecasts/min
[2025-12-11T20:37:45.212982] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.214040] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-11T20:37:45.214092] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-11T20:37:45.214123] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-11T20:37:45.214938] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:45.215001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:45.216737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:45.217237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:45.217724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:45.218147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:45.219002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:45.219599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:45.220976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:45.223905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:45.226019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:45.228568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.242091] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-11T20:37:45.242170] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=63.3836%)
[2025-12-11T20:37:45.242355] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-11T20:37:45.242402] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-11T20:37:45.242862] [INFO ] [main      ] Progress: 339/412 forecasts completed (82.3%). DORM finished in 0.8s. ETA: 12.5s. Rate: 350.19 forecasts/min
[2025-12-11T20:37:45.255181] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.256059] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-11T20:37:45.256110] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-11T20:37:45.256141] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-11T20:37:45.256928] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:45.256986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:45.257196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:45.258393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:45.258729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:45.259250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:45.259672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.373764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.513353] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-11
[2025-12-11T20:37:45.571092] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-11
[2025-12-11T20:37:45.594444] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-11
[2025-12-11T20:37:45.677146] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.714946] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-11
[2025-12-11T20:37:45.738054] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.743993] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-11T20:37:45.744060] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=73.6705%)
[2025-12-11T20:37:45.744396] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-11T20:37:45.744447] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-11T20:37:45.744658] [INFO ] [main      ] Progress: 340/412 forecasts completed (82.5%). GAIN finished in 0.6s. ETA: 12.4s. Rate: 348.21 forecasts/min
[2025-12-11T20:37:45.755736] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.756887] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-11T20:37:45.756940] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-11T20:37:45.756971] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-11T20:37:45.757761] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:45.757820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:45.760768] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.762630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:45.763314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:45.764952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.822432] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-11T20:37:45.822501] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=64.5468%)
[2025-12-11T20:37:45.822917] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-11T20:37:45.822973] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-11T20:37:45.822998] [INFO ] [main      ] Progress: 341/412 forecasts completed (82.8%). CSX finished in 0.6s. ETA: 12.2s. Rate: 348.77 forecasts/min
[2025-12-11T20:37:45.835537] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.836726] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-11T20:37:45.836780] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-11T20:37:45.836812] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-11T20:37:45.837626] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:45.837690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:45.838449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:45.840183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:45.840751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:45.841881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:45.843587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:45.844708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:45.845393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.863425] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-11T20:37:45.863489] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=6.69% (Conf=44.5659%)
[2025-12-11T20:37:45.863669] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-11T20:37:45.863732] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-11T20:37:45.864728] [INFO ] [main      ] Progress: 342/412 forecasts completed (83.0%). MLAB finished in 0.7s. ETA: 12.0s. Rate: 349.54 forecasts/min
[2025-12-11T20:37:45.875126] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.876241] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-11T20:37:45.876290] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-11T20:37:45.876322] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-11T20:37:45.877109] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:45.877169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:45.882041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:45.885018] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:45.896778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:45.945094] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-11T20:37:45.945161] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=47.3066%)
[2025-12-11T20:37:45.945488] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-11T20:37:45.945537] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-11T20:37:45.945657] [INFO ] [main      ] Progress: 343/412 forecasts completed (83.3%). PAGS finished in 0.7s. ETA: 11.8s. Rate: 350.08 forecasts/min
[2025-12-11T20:37:45.957313] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:45.958279] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-11T20:37:45.958329] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-11T20:37:45.958362] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-11T20:37:45.959156] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:45.959216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:45.960900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:45.961394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:45.963388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:45.964634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:46.098122] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.191327] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.246888] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.262391] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:46.301689] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.358110] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:46.360521] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-11T20:37:46.360604] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=48.4788%)
[2025-12-11T20:37:46.360765] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-11T20:37:46.360809] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-11T20:37:46.362287] [INFO ] [main      ] Progress: 344/412 forecasts completed (83.5%). IRMD finished in 0.6s. ETA: 11.7s. Rate: 348.63 forecasts/min
[2025-12-11T20:37:46.373129] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:46.377061] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-11T20:37:46.377121] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-11T20:37:46.377154] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-11T20:37:46.377975] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-11T20:37:46.378040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:46.380375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:46.381369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:46.384009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:46.385308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:46.388221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:46.390953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:46.392721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:46.393195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:46.394271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:46.396258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:46.402135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:46.418977] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:46.438227] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-11T20:37:46.438295] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=52.4799%)
[2025-12-11T20:37:46.438810] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-11T20:37:46.438854] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-11T20:37:46.440798] [INFO ] [main      ] Progress: 345/412 forecasts completed (83.7%). FIZZ finished in 0.6s. ETA: 11.5s. Rate: 349.18 forecasts/min
[2025-12-11T20:37:46.451926] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:46.453224] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-11T20:37:46.453274] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-11T20:37:46.453304] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-11T20:37:46.454111] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:46.454170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:46.454900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:46.455764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:46.457621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:46.471491] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:46.534011] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-11T20:37:46.534090] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=63.9205%)
[2025-12-11T20:37:46.534460] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-11T20:37:46.534510] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-11T20:37:46.534616] [INFO ] [main      ] Progress: 346/412 forecasts completed (84.0%). RBLX finished in 0.7s. ETA: 11.3s. Rate: 349.64 forecasts/min
[2025-12-11T20:37:46.540637] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-11T20:37:46.540706] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.2954%)
[2025-12-11T20:37:46.540871] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-11T20:37:46.540916] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-11T20:37:46.542719] [INFO ] [main      ] Progress: 347/412 forecasts completed (84.2%). AMLX finished in 0.6s. ETA: 11.1s. Rate: 350.61 forecasts/min
[2025-12-11T20:37:46.547118] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:46.548288] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-11T20:37:46.548361] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-11T20:37:46.548403] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-11T20:37:46.549313] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:46.549379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:46.550128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:46.552127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:46.553183] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:46.554061] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-11T20:37:46.554112] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-11T20:37:46.554144] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-11T20:37:46.554958] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:46.555034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:46.560125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:46.561903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:46.563972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:46.566730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:46.568231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:46.737166] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.797379] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.900249] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:46.902080] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.902159] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-11
[2025-12-11T20:37:46.968986] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.035438] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-11T20:37:47.035504] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=59.876%)
[2025-12-11T20:37:47.035850] [INFO ] [main      ] Progress: 348/412 forecasts completed (84.5%). TXN finished in 0.7s. ETA: 11.0s. Rate: 348.72 forecasts/min
[2025-12-11T20:37:47.035970] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-11T20:37:47.036013] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-11T20:37:47.042675] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-11T20:37:47.042748] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=36.9669%)
[2025-12-11T20:37:47.043139] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-11T20:37:47.043191] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-11T20:37:47.043167] [INFO ] [main      ] Progress: 349/412 forecasts completed (84.7%). AVDL finished in 0.6s. ETA: 10.8s. Rate: 349.68 forecasts/min
[2025-12-11T20:37:47.047997] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.048900] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-11T20:37:47.048953] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-11T20:37:47.048984] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-11T20:37:47.049759] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:47.049829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:47.050530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:47.052976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:47.054048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.055840] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.056655] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-11T20:37:47.056706] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-11T20:37:47.056739] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-11T20:37:47.057547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:47.057639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.059900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:47.060606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:47.062975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.068975] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.068997] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.128688] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-11T20:37:47.128761] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.9535%)
[2025-12-11T20:37:47.128922] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-11T20:37:47.128966] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-11T20:37:47.129976] [INFO ] [main      ] Progress: 350/412 forecasts completed (85.0%). BGRN finished in 0.6s. ETA: 10.6s. Rate: 350.17 forecasts/min
[2025-12-11T20:37:47.141103] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.142111] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-11T20:37:47.142162] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-11T20:37:47.142193] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-11T20:37:47.142991] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:47.143051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.144748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:47.145241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:47.145650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:47.165330] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-11T20:37:47.165396] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=53.3817%)
[2025-12-11T20:37:47.165760] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-11T20:37:47.165822] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-11T20:37:47.166665] [INFO ] [main      ] Progress: 351/412 forecasts completed (85.2%). BMRN finished in 0.6s. ETA: 10.4s. Rate: 350.96 forecasts/min
[2025-12-11T20:37:47.177452] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.178524] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-11T20:37:47.178593] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-11T20:37:47.178628] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-11T20:37:47.179472] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:47.179537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:47.184593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:47.185440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:47.186570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:47.187552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:47.187935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:47.188845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.188955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.402081] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-11
[2025-12-11T20:37:47.412315] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-11
[2025-12-11T20:37:47.529206] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-11
[2025-12-11T20:37:47.544883] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-11
[2025-12-11T20:37:47.573047] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.585399] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.652884] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-11T20:37:47.652951] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=67.6768%)
[2025-12-11T20:37:47.653136] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-11T20:37:47.653181] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-11T20:37:47.653846] [INFO ] [main      ] Progress: 352/412 forecasts completed (85.4%). SHEN finished in 0.6s. ETA: 10.3s. Rate: 349.12 forecasts/min
[2025-12-11T20:37:47.665362] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.666433] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-11T20:37:47.666486] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-11T20:37:47.666519] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-11T20:37:47.667342] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:47.667407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:47.672215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.673978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:47.674449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:47.674851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.680167] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-11T20:37:47.680237] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=53.2185%)
[2025-12-11T20:37:47.680401] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-11T20:37:47.680448] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-11T20:37:47.680843] [INFO ] [main      ] Progress: 353/412 forecasts completed (85.7%). IPGP finished in 0.6s. ETA: 10.1s. Rate: 349.96 forecasts/min
[2025-12-11T20:37:47.692665] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.694357] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-11T20:37:47.694411] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-11T20:37:47.694442] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-11T20:37:47.695319] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:47.695382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.697104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:47.697651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:47.698058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:47.699023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:47.705413] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.712289] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:47.751189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.840879] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-11T20:37:47.840945] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=46.8081%)
[2025-12-11T20:37:47.841275] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-11T20:37:47.841325] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-11T20:37:47.841325] [INFO ] [main      ] Progress: 354/412 forecasts completed (85.9%). SANM finished in 0.7s. ETA: 9.9s. Rate: 350.02 forecasts/min
[2025-12-11T20:37:47.852354] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.853426] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-11T20:37:47.853476] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-11T20:37:47.853506] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-11T20:37:47.854310] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:47.854373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.856374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:47.856892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:47.857275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:47.870131] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-11T20:37:47.870199] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=58.5776%)
[2025-12-11T20:37:47.870485] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-11T20:37:47.870535] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-11T20:37:47.871239] [INFO ] [main      ] Progress: 355/412 forecasts completed (86.2%). DJCO finished in 0.7s. ETA: 9.7s. Rate: 350.84 forecasts/min
[2025-12-11T20:37:47.882428] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:47.883551] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-11T20:37:47.883621] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-11T20:37:47.883656] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-11T20:37:47.884446] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-11T20:37:47.884511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:47.889636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:47.890479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:47.891345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:47.892445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:47.896835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:47.942684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:47.943739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:47.944429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:47.945771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:47.946283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:47.946810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:47.948013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:47.950098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.021407] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.093682] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.190052] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.264061] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.276451] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.280895] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-11T20:37:48.280962] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=41.621%)
[2025-12-11T20:37:48.281119] [INFO ] [main      ] Fetching symbol history for GRND...
[2025-12-11T20:37:48.281162] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2025-12-11T20:37:48.282658] [INFO ] [main      ] Progress: 356/412 forecasts completed (86.4%). BYD finished in 0.6s. ETA: 9.6s. Rate: 349.46 forecasts/min
[2025-12-11T20:37:48.293645] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:48.294806] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2025-12-11T20:37:48.294868] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-11T20:37:48.294903] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2025-12-11T20:37:48.295798] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:48.295859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:48.300858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:48.301967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.304962] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.332677] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-11T20:37:48.332743] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=6.59% (Conf=60.7351%)
[2025-12-11T20:37:48.333094] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-11T20:37:48.333144] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-11T20:37:48.333370] [INFO ] [main      ] Progress: 357/412 forecasts completed (86.7%). BEN finished in 0.7s. ETA: 9.4s. Rate: 350.15 forecasts/min
[2025-12-11T20:37:48.344932] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:48.345972] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-11T20:37:48.346025] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-11T20:37:48.346055] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-11T20:37:48.346872] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:48.346932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:48.351809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:48.352861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:48.354662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.441587] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.474190] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.544592] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-11T20:37:48.544668] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=48.6796%)
[2025-12-11T20:37:48.545028] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-11T20:37:48.545079] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-11T20:37:48.545076] [INFO ] [main      ] Progress: 358/412 forecasts completed (86.9%). TFIN finished in 0.7s. ETA: 9.3s. Rate: 349.92 forecasts/min
[2025-12-11T20:37:48.556156] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:48.557867] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-11T20:37:48.557918] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-11T20:37:48.557948] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-11T20:37:48.558735] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:48.558794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:48.560465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:48.560985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:48.561366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:48.567001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.585944] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-11T20:37:48.586011] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=70.1268%)
[2025-12-11T20:37:48.586171] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-11T20:37:48.586215] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-11T20:37:48.586896] [INFO ] [main      ] Progress: 359/412 forecasts completed (87.1%). BWIN finished in 0.7s. ETA: 9.1s. Rate: 350.66 forecasts/min
[2025-12-11T20:37:48.599907] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:48.600830] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-11T20:37:48.600889] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-11T20:37:48.600920] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-11T20:37:48.601785] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:48.601845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:48.606763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:48.608709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:48.609228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:48.609692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:48.610651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:48.613187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:48.613897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.636599] [DEBUG] [MAG       ] GRND: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.695321] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.803477] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.879138] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2025-12-11T20:37:48.879204] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=53.7369%)
[2025-12-11T20:37:48.879550] [INFO ] [main      ] Progress: 360/412 forecasts completed (87.4%). GRND finished in 0.6s. ETA: 8.9s. Rate: 349.97 forecasts/min
[2025-12-11T20:37:48.879696] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-11T20:37:48.879739] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-11T20:37:48.882380] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:48.891673] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:48.892837] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-11T20:37:48.892892] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-11T20:37:48.892934] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-11T20:37:48.893776] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:48.893834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:48.897427] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-11
[2025-12-11T20:37:48.898736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:48.900037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:48.902394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:48.989624] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.003997] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-11T20:37:49.004059] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=68.0828%)
[2025-12-11T20:37:49.004216] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-11T20:37:49.004259] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-11T20:37:49.004931] [INFO ] [main      ] Progress: 361/412 forecasts completed (87.6%). DASH finished in 0.7s. ETA: 8.7s. Rate: 350.23 forecasts/min
[2025-12-11T20:37:49.015897] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.017060] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-11T20:37:49.017112] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-11T20:37:49.017144] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-11T20:37:49.017964] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:49.018027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:49.018909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:49.020220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:49.025095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:49.028029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:49.030376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:49.032008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.063853] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.121792] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-11T20:37:49.121869] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-2.02% (Conf=47.3624%)
[2025-12-11T20:37:49.122238] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-11T20:37:49.122288] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-11T20:37:49.122646] [INFO ] [main      ] Progress: 362/412 forecasts completed (87.9%). RES finished in 0.6s. ETA: 8.6s. Rate: 350.53 forecasts/min
[2025-12-11T20:37:49.134173] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.135317] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-11T20:37:49.135371] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-11T20:37:49.135402] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-11T20:37:49.136252] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:49.136312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:49.137216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:49.162510] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.178686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.227604] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-11T20:37:49.227673] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=56.0761%)
[2025-12-11T20:37:49.227841] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-11T20:37:49.227918] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-11T20:37:49.229783] [INFO ] [main      ] Progress: 363/412 forecasts completed (88.1%). TBB finished in 0.6s. ETA: 8.4s. Rate: 350.89 forecasts/min
[2025-12-11T20:37:49.237255] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.240437] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.242303] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-11T20:37:49.242361] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-11T20:37:49.242393] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-11T20:37:49.243257] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:49.243337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:49.248444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:49.250384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:49.250925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:49.251866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:49.252611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.375272] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.402762] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.471763] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-11T20:37:49.471830] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=54.6429%)
[2025-12-11T20:37:49.471994] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-11T20:37:49.472037] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-11T20:37:49.473126] [INFO ] [main      ] Progress: 364/412 forecasts completed (88.3%). SAFE finished in 0.6s. ETA: 8.2s. Rate: 350.49 forecasts/min
[2025-12-11T20:37:49.485498] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.486669] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-11T20:37:49.486721] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-11T20:37:49.486752] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-11T20:37:49.487550] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:49.487629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:49.489314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:49.489855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:49.490244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:49.494403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:49.495550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:49.497527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:49.500263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.517232] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.543903] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.595074] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.608257] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-11T20:37:49.608329] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=5.07% (Conf=55.8061%)
[2025-12-11T20:37:49.608703] [INFO ] [main      ] Progress: 365/412 forecasts completed (88.6%). QVCC finished in 0.6s. ETA: 8.0s. Rate: 350.69 forecasts/min
[2025-12-11T20:37:49.608821] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-11T20:37:49.608864] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-11T20:37:49.620251] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.621231] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-11T20:37:49.621282] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-11T20:37:49.621312] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-11T20:37:49.622101] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:49.622161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:49.626961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:49.628720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:49.629469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:49.630757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-11T20:37:49.633082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-11T20:37:49.634414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.684928] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.763550] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:49.767324] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-11T20:37:49.767399] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=63.9359%)
[2025-12-11T20:37:49.767887] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-11T20:37:49.767940] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-11T20:37:49.768652] [INFO ] [main      ] Progress: 366/412 forecasts completed (88.8%). HSAI finished in 0.6s. ETA: 7.9s. Rate: 350.75 forecasts/min
[2025-12-11T20:37:49.779723] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.780712] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-11T20:37:49.780768] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-11T20:37:49.780800] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-11T20:37:49.781603] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:49.781662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:49.786432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:49.787269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:49.788883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.842866] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-11
[2025-12-11T20:37:49.892295] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-11T20:37:49.892360] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=55.26%)
[2025-12-11T20:37:49.892750] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-11T20:37:49.892812] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-11T20:37:49.893662] [INFO ] [main      ] Progress: 367/412 forecasts completed (89.1%). AYI finished in 0.7s. ETA: 7.7s. Rate: 351.01 forecasts/min
[2025-12-11T20:37:49.904041] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:49.905224] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-11T20:37:49.905289] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-11T20:37:49.905321] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-11T20:37:49.906138] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:49.906200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:49.911262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:49.913201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:49.913716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:49.914110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:49.914888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:49.969830] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.011133] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.091298] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-11T20:37:50.091363] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-9.04% (Conf=56.5528%)
[2025-12-11T20:37:50.091529] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-11T20:37:50.091589] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-11T20:37:50.092485] [INFO ] [main      ] Progress: 368/412 forecasts completed (89.3%). JELD finished in 0.6s. ETA: 7.5s. Rate: 350.85 forecasts/min
[2025-12-11T20:37:50.104089] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.105095] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-11T20:37:50.105146] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-11T20:37:50.105177] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-11T20:37:50.105963] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:50.106025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:50.110846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:50.112602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:50.113070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:50.113454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:50.114191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:50.127020] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.135536] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.152939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:50.154554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:50.157268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:50.158939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:50.228068] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-11T20:37:50.228136] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=56.3953%)
[2025-12-11T20:37:50.228298] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-11T20:37:50.228342] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-11T20:37:50.228851] [INFO ] [main      ] Progress: 369/412 forecasts completed (89.6%). BRZE finished in 0.6s. ETA: 7.3s. Rate: 351.04 forecasts/min
[2025-12-11T20:37:50.240031] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.241158] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-11T20:37:50.241208] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-11T20:37:50.241250] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-11T20:37:50.242045] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:50.242105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:50.243856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:50.244360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:50.246859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:50.252907] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.359873] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.420768] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.494809] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-11T20:37:50.494878] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=5.84% (Conf=56.4812%)
[2025-12-11T20:37:50.495220] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-11T20:37:50.495268] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-11T20:37:50.495467] [INFO ] [main      ] Progress: 370/412 forecasts completed (89.8%). EG finished in 0.7s. ETA: 7.2s. Rate: 350.51 forecasts/min
[2025-12-11T20:37:50.495349] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.507043] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.508858] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-11T20:37:50.508912] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-11T20:37:50.508942] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-11T20:37:50.509798] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:50.509858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:50.514672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:50.515657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:50.516689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-11T20:37:50.517353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:50.518794] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-11T20:37:50.522708] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=33.4887%)
[2025-12-11T20:37:50.522880] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-11T20:37:50.522924] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-11T20:37:50.524318] [INFO ] [main      ] Progress: 371/412 forecasts completed (90.0%). STKH finished in 0.6s. ETA: 7.0s. Rate: 351.30 forecasts/min
[2025-12-11T20:37:50.534733] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.535653] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-11T20:37:50.535707] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-11T20:37:50.535738] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-11T20:37:50.536564] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:50.536645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:50.538341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:50.538872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:50.539304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:50.539711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:50.540480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:50.583235] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.664030] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.761495] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-11T20:37:50.761566] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=4.03% (Conf=54.0423%)
[2025-12-11T20:37:50.761943] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-11T20:37:50.761993] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-11T20:37:50.762664] [INFO ] [main      ] Progress: 372/412 forecasts completed (90.3%). SUPN finished in 0.7s. ETA: 6.8s. Rate: 350.93 forecasts/min
[2025-12-11T20:37:50.774188] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.776186] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-11T20:37:50.776238] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-11T20:37:50.776269] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-11T20:37:50.777058] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:50.777119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:50.781913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:50.783754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:50.784229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:50.810074] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:50.822456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:50.823500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:50.825177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:50.855431] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.865519] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-11T20:37:50.865606] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=37.5869%)
[2025-12-11T20:37:50.866149] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-11T20:37:50.866200] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-11T20:37:50.867875] [INFO ] [main      ] Progress: 373/412 forecasts completed (90.5%). PFD finished in 0.6s. ETA: 6.7s. Rate: 351.29 forecasts/min
[2025-12-11T20:37:50.877217] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-11
[2025-12-11T20:37:50.878361] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:50.879438] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-11T20:37:50.879489] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-11T20:37:50.879520] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-11T20:37:50.880307] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:50.880370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:50.882352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:50.882880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:50.883313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:50.884382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:50.993732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:50.994855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:50.995470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:50.998218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.022523] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.044887] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.108038] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-11T20:37:51.108107] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=52.0271%)
[2025-12-11T20:37:51.108489] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-11T20:37:51.108539] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-11T20:37:51.108648] [INFO ] [main      ] Progress: 374/412 forecasts completed (90.8%). ARVN finished in 0.6s. ETA: 6.5s. Rate: 350.90 forecasts/min
[2025-12-11T20:37:51.118557] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-11T20:37:51.118649] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=56.0055%)
[2025-12-11T20:37:51.118810] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-11T20:37:51.118854] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-11T20:37:51.120611] [INFO ] [main      ] Progress: 375/412 forecasts completed (91.0%). LAES finished in 0.6s. ETA: 6.3s. Rate: 351.78 forecasts/min
[2025-12-11T20:37:51.121217] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.122380] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-11T20:37:51.122432] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-11T20:37:51.122468] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-11T20:37:51.123635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:51.123697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:51.128457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:51.129427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:51.131803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:51.132419] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.133370] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-11T20:37:51.133422] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-11T20:37:51.133404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:51.133455] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-11T20:37:51.134086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.134262] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:51.134324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:51.139357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:51.141245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-11T20:37:51.142429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.165814] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-11
[2025-12-11T20:37:51.330205] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-11
[2025-12-11T20:37:51.334317] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.420402] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-11T20:37:51.420478] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=1.94% (Conf=59.3805%)
[2025-12-11T20:37:51.420842] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-11T20:37:51.420895] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-11T20:37:51.421655] [INFO ] [main      ] Progress: 376/412 forecasts completed (91.3%). HOG finished in 0.7s. ETA: 6.2s. Rate: 351.06 forecasts/min
[2025-12-11T20:37:51.434965] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.436162] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-11T20:37:51.436220] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-11T20:37:51.436265] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-11T20:37:51.437085] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:51.437146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:51.439133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:51.439764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:51.467967] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-11
[2025-12-11T20:37:51.476855] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-11
[2025-12-11T20:37:51.491426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:51.493726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:51.494800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.497207] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.587273] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-11T20:37:51.587338] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=55.9998%)
[2025-12-11T20:37:51.587717] [INFO ] [main      ] Progress: 377/412 forecasts completed (91.5%). ASA finished in 0.7s. ETA: 6.0s. Rate: 351.09 forecasts/min
[2025-12-11T20:37:51.587839] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-11T20:37:51.587902] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-11T20:37:51.599464] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.600568] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-11T20:37:51.600638] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-11T20:37:51.600670] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-11T20:37:51.601439] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:51.601501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:51.602241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.635745] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.648055] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:51.736537] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-11T20:37:51.736620] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=64.9168%)
[2025-12-11T20:37:51.736975] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-11T20:37:51.737025] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-11T20:37:51.737660] [INFO ] [main      ] Progress: 378/412 forecasts completed (91.7%). ED finished in 0.6s. ETA: 5.8s. Rate: 351.20 forecasts/min
[2025-12-11T20:37:51.739902] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-11T20:37:51.739979] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=76.28%)
[2025-12-11T20:37:51.740368] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-11T20:37:51.740417] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-11T20:37:51.740619] [INFO ] [main      ] Progress: 379/412 forecasts completed (92.0%). NVDD finished in 0.6s. ETA: 5.6s. Rate: 352.12 forecasts/min
[2025-12-11T20:37:51.749500] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.750646] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-11T20:37:51.750698] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-11T20:37:51.750739] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-11T20:37:51.751516] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:51.751588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:51.752687] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:51.753280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:51.753610] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-11T20:37:51.753666] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-11T20:37:51.753699] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-11T20:37:51.753843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:51.754226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:51.754481] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-11T20:37:51.754542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:51.754994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.759388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:51.760695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:51.761973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:51.906680] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-11
[2025-12-11T20:37:51.945007] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.093361] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.093608] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.096253] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.110983] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.161556] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-11T20:37:52.161640] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=23.6865%)
[2025-12-11T20:37:52.161802] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-11T20:37:52.161845] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-11T20:37:52.162802] [INFO ] [main      ] Progress: 380/412 forecasts completed (92.2%). VGSH finished in 0.6s. ETA: 5.5s. Rate: 350.75 forecasts/min
[2025-12-11T20:37:52.173419] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.174336] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-11T20:37:52.174408] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-11T20:37:52.174439] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-11T20:37:52.175268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:52.175330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:52.177341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:52.177890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:52.178282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:52.203164] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-11T20:37:52.203230] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=66.095%)
[2025-12-11T20:37:52.203589] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-11T20:37:52.203643] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-11T20:37:52.203649] [INFO ] [main      ] Progress: 381/412 forecasts completed (92.5%). GSHD finished in 0.8s. ETA: 5.3s. Rate: 351.45 forecasts/min
[2025-12-11T20:37:52.215980] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.216903] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-11T20:37:52.216958] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-11T20:37:52.217304] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-11T20:37:52.218142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:52.218205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:52.223242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:52.224120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:52.227005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:52.230971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:52.233782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.265344] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.265875] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.287062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:52.323139] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-11T20:37:52.323210] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=47.1354%)
[2025-12-11T20:37:52.323371] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-11T20:37:52.323414] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-11T20:37:52.324647] [INFO ] [main      ] Progress: 382/412 forecasts completed (92.7%). HPI finished in 0.6s. ETA: 5.1s. Rate: 351.72 forecasts/min
[2025-12-11T20:37:52.325667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.334662] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-11T20:37:52.334728] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=56.69%)
[2025-12-11T20:37:52.334894] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-11T20:37:52.334944] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-11T20:37:52.335182] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.336308] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-11T20:37:52.336362] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-11T20:37:52.336392] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-11T20:37:52.336622] [INFO ] [main      ] Progress: 383/412 forecasts completed (93.0%). AG finished in 0.6s. ETA: 4.9s. Rate: 352.58 forecasts/min
[2025-12-11T20:37:52.337196] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-11T20:37:52.337326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:52.342120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:52.343894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:52.344359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:52.344760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:52.345675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-11T20:37:52.346330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-11T20:37:52.346963] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.347411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:52.348002] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-11T20:37:52.348063] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-11T20:37:52.348108] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-11T20:37:52.348598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:52.348932] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:52.348991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:52.349032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-11T20:37:52.349720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:52.350343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.350990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.578072] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.661714] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.702164] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.710686] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-11
[2025-12-11T20:37:52.746931] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.818961] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-11T20:37:52.819029] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-2.12% (Conf=54.0617%)
[2025-12-11T20:37:52.819356] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-11T20:37:52.819405] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-11T20:37:52.819665] [INFO ] [main      ] Progress: 384/412 forecasts completed (93.2%). PX finished in 0.6s. ETA: 4.8s. Rate: 350.90 forecasts/min
[2025-12-11T20:37:52.830133] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.830615] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.831776] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-11T20:37:52.831828] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-11T20:37:52.831858] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-11T20:37:52.832652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:52.832727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:52.833314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:52.836088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:52.838151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:52.840362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:52.841962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.872766] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.885084] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:52.892726] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-11T20:37:52.892793] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=51.4368%)
[2025-12-11T20:37:52.893168] [INFO ] [main      ] Progress: 385/412 forecasts completed (93.4%). ELME finished in 0.7s. ETA: 4.6s. Rate: 351.42 forecasts/min
[2025-12-11T20:37:52.893293] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-11T20:37:52.893336] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-11T20:37:52.905235] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.906304] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-11T20:37:52.906357] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-11T20:37:52.906388] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-11T20:37:52.907207] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:52.907269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:52.908989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:52.909487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:52.909887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:52.911521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:52.912301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:52.913524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:52.914254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:52.915411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.945547] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-11T20:37:52.945636] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=8.32% (Conf=56.3068%)
[2025-12-11T20:37:52.945981] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-11T20:37:52.946031] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-11T20:37:52.946666] [INFO ] [main      ] Progress: 386/412 forecasts completed (93.7%). ASTL finished in 0.6s. ETA: 4.4s. Rate: 352.05 forecasts/min
[2025-12-11T20:37:52.959796] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:52.960879] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-11T20:37:52.960935] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-11T20:37:52.960968] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-11T20:37:52.961853] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:52.961917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:52.966933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:52.968804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:52.969269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:52.969719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:52.970098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:52.972429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:52.973198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:52.974681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:52.978814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:52.993895] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-11T20:37:52.993962] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=50.152%)
[2025-12-11T20:37:52.994374] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-11T20:37:52.994424] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-11T20:37:52.994631] [INFO ] [main      ] Progress: 387/412 forecasts completed (93.9%). BAP finished in 0.7s. ETA: 4.3s. Rate: 352.70 forecasts/min
[2025-12-11T20:37:53.005726] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:53.006596] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-11T20:37:53.006647] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-11T20:37:53.006678] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-11T20:37:53.007430] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:53.007495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:53.012510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:53.013376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:53.014215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:53.059724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:53.061081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:53.063096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:53.064423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-11T20:37:53.065565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-11T20:37:53.068387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:53.186995] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.251732] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.318694] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.359143] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:53.406155] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.432033] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:53.440889] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-11T20:37:53.440956] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=2.67% (Conf=53.6314%)
[2025-12-11T20:37:53.441307] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-11T20:37:53.441359] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-11T20:37:53.441650] [INFO ] [main      ] Progress: 388/412 forecasts completed (94.2%). CASS finished in 0.6s. ETA: 4.1s. Rate: 351.23 forecasts/min
[2025-12-11T20:37:53.452323] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:53.453172] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-11T20:37:53.453229] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-11T20:37:53.453262] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-11T20:37:53.454080] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:53.454141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:53.459263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:53.460134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:53.462222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:53.464052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:53.535076] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-11T20:37:53.535156] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=56.2885%)
[2025-12-11T20:37:53.535339] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-11T20:37:53.535390] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-11T20:37:53.536104] [INFO ] [main      ] Progress: 389/412 forecasts completed (94.4%). RARE finished in 0.6s. ETA: 3.9s. Rate: 351.63 forecasts/min
[2025-12-11T20:37:53.549384] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:53.550380] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-11T20:37:53.550444] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-11T20:37:53.550478] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-11T20:37:53.551371] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:53.551435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:53.555173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:53.555774] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:53.556062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:53.558774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:53.559633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:53.560289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:53.579425] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:53.659666] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-11T20:37:53.659760] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=53.3053%)
[2025-12-11T20:37:53.659982] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-11T20:37:53.660032] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-11T20:37:53.660864] [INFO ] [main      ] Progress: 390/412 forecasts completed (94.7%). FOXA finished in 0.7s. ETA: 3.8s. Rate: 351.87 forecasts/min
[2025-12-11T20:37:53.676181] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:53.677208] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-11T20:37:53.677272] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-11T20:37:53.677313] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-11T20:37:53.678356] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:53.678435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:53.685130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:53.686236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:53.689441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:53.690542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:53.693304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-11T20:37:53.694319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-11T20:37:53.698247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:53.699160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:53.716063] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-11T20:37:53.716139] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=61.9164%)
[2025-12-11T20:37:53.716310] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-11T20:37:53.716354] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-11T20:37:53.717977] [INFO ] [main      ] Progress: 391/412 forecasts completed (94.9%). GLTO finished in 0.7s. ETA: 3.6s. Rate: 352.47 forecasts/min
[2025-12-11T20:37:53.728650] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:53.729804] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-11T20:37:53.729854] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-11T20:37:53.729886] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-11T20:37:53.730686] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:53.730743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:53.739800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:53.813051] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.938040] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-11
[2025-12-11T20:37:53.982990] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.043557] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-11T20:37:54.043640] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=41.5907%)
[2025-12-11T20:37:54.043941] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-11T20:37:54.043990] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-11T20:37:54.044851] [INFO ] [main      ] Progress: 392/412 forecasts completed (95.1%). HYXF finished in 0.6s. ETA: 3.4s. Rate: 351.65 forecasts/min
[2025-12-11T20:37:54.049847] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.056621] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.057490] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-11T20:37:54.057540] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-11T20:37:54.057592] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-11T20:37:54.058393] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-11T20:37:54.058450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:54.063235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-11T20:37:54.064039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:54.099071] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.106665] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.186363] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-11T20:37:54.186430] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=61.8475%)
[2025-12-11T20:37:54.186798] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-11T20:37:54.186850] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-11T20:37:54.187629] [INFO ] [main      ] Progress: 393/412 forecasts completed (95.4%). ENVX finished in 0.7s. ETA: 3.2s. Rate: 351.79 forecasts/min
[2025-12-11T20:37:54.198301] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.199337] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-11T20:37:54.199389] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-11T20:37:54.199421] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-11T20:37:54.200212] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:54.200272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:54.205141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:54.218630] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.283465] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.288529] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-11T20:37:54.288627] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=56.5912%)
[2025-12-11T20:37:54.288992] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-11T20:37:54.289042] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-11T20:37:54.290662] [INFO ] [main      ] Progress: 394/412 forecasts completed (95.6%). HPF finished in 0.6s. ETA: 3.1s. Rate: 352.15 forecasts/min
[2025-12-11T20:37:54.301799] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.302883] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-11T20:37:54.302937] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-11T20:37:54.302968] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-11T20:37:54.303816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:54.303886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.305558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:54.306083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:54.321138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-11T20:37:54.322125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:54.322812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-11T20:37:54.325682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:54.341726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:54.346234] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-11T20:37:54.346304] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=46.0566%)
[2025-12-11T20:37:54.346811] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-11T20:37:54.346865] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-11T20:37:54.347655] [INFO ] [main      ] Progress: 395/412 forecasts completed (95.9%). AVK finished in 0.6s. ETA: 2.9s. Rate: 352.74 forecasts/min
[2025-12-11T20:37:54.357361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-11T20:37:54.359808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:54.362169] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.363148] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-11T20:37:54.363199] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-11T20:37:54.363231] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-11T20:37:54.364081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:54.364143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.366296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:54.366959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:54.367418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:54.370546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-11T20:37:54.372654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:54.401002] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.568280] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.633916] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-11T20:37:54.633981] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=47.8626%)
[2025-12-11T20:37:54.634333] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-11T20:37:54.634382] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-11T20:37:54.634667] [INFO ] [main      ] Progress: 396/412 forecasts completed (96.1%). ALVO finished in 0.6s. ETA: 2.7s. Rate: 352.13 forecasts/min
[2025-12-11T20:37:54.645950] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.646874] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-11T20:37:54.646927] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-11T20:37:54.646960] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-11T20:37:54.647815] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:54.647911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.649715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:54.650232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:54.650657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:54.651587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:54.652648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:54.656943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-11T20:37:54.658333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-11T20:37:54.660430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:54.694872] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.714251] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.732428] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.868834] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.888715] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.900240] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:54.952961] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-11T20:37:54.953026] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=4.60% (Conf=51.32%)
[2025-12-11T20:37:54.953337] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-11T20:37:54.953386] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-11T20:37:54.954609] [INFO ] [main      ] Progress: 397/412 forecasts completed (96.4%). GEN finished in 0.8s. ETA: 2.6s. Rate: 351.35 forecasts/min
[2025-12-11T20:37:54.963258] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-11T20:37:54.963329] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=50.8925%)
[2025-12-11T20:37:54.963709] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-11T20:37:54.963763] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-11T20:37:54.963820] [INFO ] [main      ] Progress: 398/412 forecasts completed (96.6%). ENB finished in 0.7s. ETA: 2.4s. Rate: 352.19 forecasts/min
[2025-12-11T20:37:54.965418] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.966705] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-11T20:37:54.966841] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-11T20:37:54.966877] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-11T20:37:54.968184] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:54.968253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:54.973226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.975019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:54.975206] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.976100] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-11T20:37:54.976151] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-11T20:37:54.976185] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-11T20:37:54.975492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:54.976979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:54.976996] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:54.977060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.978847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:54.979356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:54.982999] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-11T20:37:54.983067] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=51.7312%)
[2025-12-11T20:37:54.983435] [INFO ] [main      ] Progress: 399/412 forecasts completed (96.8%). ARMK finished in 0.6s. ETA: 2.2s. Rate: 352.97 forecasts/min
[2025-12-11T20:37:54.983648] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-11T20:37:54.983697] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-11T20:37:54.994671] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-11
[2025-12-11T20:37:54.994805] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:54.995791] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-11T20:37:54.995843] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-11T20:37:54.995875] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-11T20:37:54.996726] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:54.996787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:54.998665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:54.999164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:54.999546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:55.000532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:55.001801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.018242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:55.019429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:55.066836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-11T20:37:55.069910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.093915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:55.095073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:55.096092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:55.114542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.162025] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:55.245741] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-11T20:37:55.245807] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=67.3035%)
[2025-12-11T20:37:55.246243] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-11T20:37:55.246295] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-11T20:37:55.247767] [INFO ] [main      ] Progress: 400/412 forecasts completed (97.1%). ITRN finished in 0.6s. ETA: 2.0s. Rate: 352.48 forecasts/min
[2025-12-11T20:37:55.258290] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:55.259506] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-11T20:37:55.259564] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-11T20:37:55.259625] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-11T20:37:55.260390] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-11T20:37:55.260451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:55.265238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:55.267008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:55.267476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:55.267957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:55.270315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-11T20:37:55.270961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-11T20:37:55.272305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.361354] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-11
[2025-12-11T20:37:55.432207] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-11
[2025-12-11T20:37:55.458718] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-11
[2025-12-11T20:37:55.528565] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:55.589990] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-11T20:37:55.590064] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=52.4915%)
[2025-12-11T20:37:55.590427] [INFO ] [main      ] Progress: 401/412 forecasts completed (97.3%). CZWI finished in 0.6s. ETA: 1.9s. Rate: 351.60 forecasts/min
[2025-12-11T20:37:55.590547] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-11T20:37:55.590611] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-11T20:37:55.602148] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:55.603124] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-11T20:37:55.603174] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-11T20:37:55.603204] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-11T20:37:55.603998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:55.604058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-11T20:37:55.604730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:55.605789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:55.605911] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-11
[2025-12-11T20:37:55.607532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-11T20:37:55.613369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.615037] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:55.629447] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:55.684082] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-11T20:37:55.684177] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=42.3952%)
[2025-12-11T20:37:55.684617] [INFO ] [main      ] Fetching symbol history for VLY...
[2025-12-11T20:37:55.684672] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2025-12-11T20:37:55.685651] [INFO ] [main      ] Progress: 402/412 forecasts completed (97.6%). RCS finished in 0.7s. ETA: 1.7s. Rate: 351.98 forecasts/min
[2025-12-11T20:37:55.698837] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:55.699855] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2025-12-11T20:37:55.699921] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2025-12-11T20:37:55.699965] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2025-12-11T20:37:55.700827] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-11T20:37:55.700904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:55.702891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:55.703487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:55.703951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-11T20:37:55.704986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:55.706918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:55.708231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-11T20:37:55.709326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-11T20:37:55.710978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-11T20:37:55.712049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-11T20:37:55.713781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-11T20:37:55.714946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-11T20:37:55.715648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.716023] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-11T20:37:55.716089] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-16.68% (Conf=41.1081%)
[2025-12-11T20:37:55.716306] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-11T20:37:55.716354] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-11T20:37:55.717631] [INFO ] [main      ] Progress: 403/412 forecasts completed (97.8%). XOMA finished in 0.8s. ETA: 1.5s. Rate: 352.69 forecasts/min
[2025-12-11T20:37:55.728858] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:55.729666] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-11T20:37:55.729724] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-11T20:37:55.729759] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-11T20:37:55.730557] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-11T20:37:55.730647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:55.735765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:55.737591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:55.738132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-11T20:37:55.738592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:55.738984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:55.741465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:55.772590] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:55.781438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-11T20:37:55.785529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.835400] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-11T20:37:55.835468] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-3.80% (Conf=58.6258%)
[2025-12-11T20:37:55.835651] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-11T20:37:55.835698] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-11T20:37:55.836912] [INFO ] [main      ] Progress: 404/412 forecasts completed (98.1%). STTK finished in 0.6s. ETA: 1.4s. Rate: 352.96 forecasts/min
[2025-12-11T20:37:55.847485] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:55.848463] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-11T20:37:55.848523] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-11T20:37:55.848560] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-11T20:37:55.849388] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-11T20:37:55.849445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-11T20:37:55.850494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:55.951157] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.073881] [DEBUG] [MAG       ] VLY: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.121669] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.136835] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.182159] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.210375] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-11T20:37:56.210452] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=59.8429%)
[2025-12-11T20:37:56.210828] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-11T20:37:56.210880] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-11T20:37:56.211658] [INFO ] [main      ] Progress: 405/412 forecasts completed (98.3%). EVH finished in 0.6s. ETA: 1.2s. Rate: 351.91 forecasts/min
[2025-12-11T20:37:56.222426] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:56.223497] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-11T20:37:56.223546] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-11T20:37:56.223594] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-11T20:37:56.224353] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-11T20:37:56.224415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:56.229463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-11T20:37:56.230356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-11T20:37:56.232779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-11T20:37:56.250912] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.312308] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.327210] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2025-12-11T20:37:56.327280] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=55.9151%)
[2025-12-11T20:37:56.327662] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-11T20:37:56.327714] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-11T20:37:56.328650] [INFO ] [main      ] Progress: 406/412 forecasts completed (98.5%). VLY finished in 0.6s. ETA: 1.0s. Rate: 352.18 forecasts/min
[2025-12-11T20:37:56.340421] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:56.341478] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-11T20:37:56.341527] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-11T20:37:56.341558] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-11T20:37:56.342366] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-11T20:37:56.342425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-11T20:37:56.344044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:56.346044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-11T20:37:56.347237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:56.347790] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.349046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:56.349510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:56.349905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-11T20:37:56.351497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:56.353407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:56.384437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-11T20:37:56.396592] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-11T20:37:56.397020] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=48.8284%)
[2025-12-11T20:37:56.397186] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-11T20:37:56.397238] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-11T20:37:56.400465] [INFO ] [main      ] Progress: 407/412 forecasts completed (98.8%). PRVA finished in 0.7s. ETA: 0.9s. Rate: 352.68 forecasts/min
[2025-12-11T20:37:56.411129] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:56.412170] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-11T20:37:56.412219] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-11T20:37:56.412249] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-11T20:37:56.413033] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-11T20:37:56.413093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-11T20:37:56.414003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-11T20:37:56.415248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-11T20:37:56.419411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-11T20:37:56.421344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-11T20:37:56.433315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:56.435334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-11T20:37:56.435781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:56.436008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:56.505148] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-11T20:37:56.505214] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=10.42% (Conf=37.298%)
[2025-12-11T20:37:56.505372] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-11T20:37:56.505415] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-11T20:37:56.506653] [INFO ] [main      ] Progress: 408/412 forecasts completed (99.0%). PLRX finished in 0.7s. ETA: 0.7s. Rate: 353.01 forecasts/min
[2025-12-11T20:37:56.518538] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-11T20:37:56.519412] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-11T20:37:56.519463] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-11T20:37:56.519494] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-11T20:37:56.520299] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-11T20:37:56.520358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-11T20:37:56.522031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-11T20:37:56.522535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-11T20:37:56.522947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-11T20:37:56.524933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-11T20:37:56.704730] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.778381] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.778514] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.858602] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-11
[2025-12-11T20:37:56.878377] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.948335] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.948552] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:56.959403] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-11T20:37:56.959469] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=51.3729%)
[2025-12-11T20:37:56.960669] [INFO ] [main      ] Progress: 409/412 forecasts completed (99.3%). RF finished in 0.6s. ETA: 0.5s. Rate: 351.57 forecasts/min
[2025-12-11T20:37:57.017769] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-11T20:37:57.017841] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=9.27% (Conf=53.2527%)
[2025-12-11T20:37:57.018197] [INFO ] [main      ] Progress: 410/412 forecasts completed (99.5%). REAX finished in 0.6s. ETA: 0.3s. Rate: 352.14 forecasts/min
[2025-12-11T20:37:57.025672] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-12
[2025-12-11T20:37:57.043814] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-11T20:37:57.043882] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=55.5577%)
[2025-12-11T20:37:57.044151] [INFO ] [main      ] Progress: 411/412 forecasts completed (99.8%). FIBK finished in 0.8s. ETA: 0.2s. Rate: 352.87 forecasts/min
[2025-12-11T20:37:57.193759] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-11T20:37:57.193825] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=45.5943%)
[2025-12-11T20:37:57.194096] [INFO ] [main      ] Progress: 412/412 forecasts completed (100.0%). MCO finished in 0.7s. ETA: 0.0s. Rate: 352.97 forecasts/min
[2025-12-11T20:37:57.221741] [INFO ] [main      ] Parallel forecast generation completed in 1m 10s. Processed 412 forecasts.
[2025-12-11T20:37:57.221829] [INFO ] [main      ] Generated and saved 412 forecast pairs.
[2025-12-11T20:37:57.798967] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (412/412 @ 100.00%)'
[2025-12-11T20:37:57.800487] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-11T20:37:57.800546] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-11T20:37:57.800772] [INFO ] [main      ] Found 19 forecast dates
[2025-12-11T20:37:57.800809] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-11T20:37:57.911895] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-11T20:37:57.913940] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-11T20:37:57.914046] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-11T20:37:58.021076] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-11T20:37:58.030812] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-11T20:37:58.030936] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-11T20:37:58.140092] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-11T20:37:58.141887] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-11T20:37:58.141992] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-11T20:37:58.237175] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-11T20:37:58.238775] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-11T20:37:58.238872] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-11T20:37:58.331133] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-11T20:37:58.352527] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-11T20:37:58.352672] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-11T20:37:58.467120] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-11T20:37:58.469095] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-11T20:37:58.469217] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-11T20:37:58.597375] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-11T20:37:58.599945] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-11T20:37:58.600063] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-11T20:37:58.705777] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-11T20:37:58.707451] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-11T20:37:58.707557] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-11T20:37:58.916758] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-11T20:37:58.920266] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-11T20:37:58.920448] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-11T20:37:59.108375] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-11T20:37:59.111316] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-11T20:37:59.111483] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-11T20:37:59.294139] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-11T20:37:59.297474] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-11T20:37:59.297640] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-11T20:37:59.496674] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-11T20:37:59.499971] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-11T20:37:59.500133] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-11T20:37:59.694532] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-11T20:37:59.697911] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-11T20:37:59.698082] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-11T20:37:59.901807] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-11T20:37:59.905166] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-11T20:37:59.905337] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-11T20:38:00.112712] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-11T20:38:00.116205] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-11T20:38:00.116386] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-11T20:38:00.322639] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-11T20:38:00.325922] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-11T20:38:00.326081] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-11T20:38:00.418887] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-11T20:38:00.420564] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-11T20:38:00.420675] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-11T20:38:00.512372] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-11T20:38:00.513995] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-11T20:38:00.514091] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-11T20:38:00.523884] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-11T20:38:00.523973] [INFO ] [main      ] Generated 19/19 forecast reports
[2025-12-11T20:38:00.524022] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-12.txt
[2025-12-11T20:38:01.106283] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-12'
[2025-12-11T20:38:01.106419] [INFO ] [main      ] Forecast report email sent for 2025-12-12
[2025-12-11T20:38:01.106484] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-11T20:38:01.106710] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-11T20:38:01.106859] [INFO ] [STATE     ] Last completion updated: 2025-12-11T20:38:01.106765