[2025-12-30T20:30:02.903936] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-30T20:30:03.097869] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-30T20:30:03.267387] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-30T20:30:03.441496] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-30T20:30:03.621508] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-30T20:30:03.621850] [WARN ] [STATE     ] State set to: WAITING
[2025-12-30T20:30:03.621910] [INFO ] [STATE     ] Checking service statuses...
[2025-12-30T20:30:03.627882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:03.631544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:03.700904] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:03.768527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:03.845367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:03.845471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:06.851675] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:06.857483] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:06.863927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:06.869648] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:06.874152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:06.874229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:09.879674] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:09.883718] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:09.888318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:09.892393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:09.896841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:09.896945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:12.902291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:12.906878] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:12.911439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:12.916480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:12.921605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:12.921718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:15.927461] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:15.931462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:15.935100] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:15.938608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:15.942073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:15.942188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:18.946937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:18.950468] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:18.954006] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:18.957462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:18.961650] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:18.961793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:21.967686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:21.972088] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:21.976032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:21.980217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:21.983823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:21.983897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:24.989959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:24.994272] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:24.998490] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:25.002743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:25.006852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:25.006937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:28.011665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:28.015441] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:28.018746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:28.021930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:28.025184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:28.025252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:31.031465] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:31.036239] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:31.040988] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:31.046127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:31.050812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:31.050920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:34.055784] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:34.059634] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:34.127092] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:34.195183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:34.262718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:34.262832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:37.267804] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:37.272865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:37.278036] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:37.282740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:37.287493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:37.287618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:40.293328] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:40.297829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:40.302388] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:40.307403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:40.311591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:40.311707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:43.316874] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:43.320839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:43.324257] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:43.328168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:43.331873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:43.331972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:46.338616] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:46.344013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:46.349102] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:46.354268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:46.360153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:46.360285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:49.365487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:49.369446] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:49.373154] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:49.377728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:49.382223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:49.382343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:52.387696] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:52.391203] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:52.394658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:52.398070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:52.402222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:52.402333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:55.407180] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:55.410971] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:55.414494] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:55.418088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:55.421882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:55.421974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:30:58.427284] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:30:58.430768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:30:58.434030] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:30:58.437289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:30:58.440561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:30:58.440666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:01.447404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:01.453762] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:01.459425] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:01.465187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:01.470196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:01.470311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:04.475076] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:04.479502] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:04.484312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:04.491218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:04.496648] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:04.496789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:07.503712] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:07.507899] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:07.514005] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:07.520603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:07.525977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:07.526199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:10.532298] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:10.537713] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:10.542780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:10.547298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:10.551709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:10.551810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:13.557539] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:13.563303] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:13.568489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:13.573477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:13.578171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:13.578267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:16.584762] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:16.588960] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:16.593896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:16.597742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:16.601496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:16.601566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:19.606031] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:19.609654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:19.613165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:19.617814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:19.622646] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:19.622750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:22.628836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:22.634005] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:22.637944] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:22.641552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:22.644973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:22.645049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:25.650118] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:25.653852] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:25.657445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:25.661132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:25.664727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:25.664845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:28.670226] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:28.674021] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:28.677863] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:28.681999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:28.685670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:28.685756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:31.690588] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:31.694110] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:31.697490] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:31.700933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:31.704422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:31.704501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:34.710432] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:34.714313] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:34.718309] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:34.722311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:34.726745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:34.726993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:37.732055] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:37.735854] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:37.739996] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:37.744061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:37.747627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:37.747721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:40.753946] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:40.757994] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:40.761755] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:40.765628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:40.769296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:40.769417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:43.774279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:43.777745] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:43.781199] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:43.784481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:43.788006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:43.788089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:46.792825] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:46.796280] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:46.800118] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:46.804217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:46.808055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:46.808147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:49.813040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:49.816989] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:49.821957] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:49.826976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:49.832367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:49.832498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:52.837665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:52.841499] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:52.845302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:52.849631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:52.853595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:52.853709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:55.860153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:55.864629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:55.868540] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:55.872423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:55.876113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:55.876201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:31:58.880855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:31:58.885809] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:31:58.889987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:31:58.893604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:31:58.897489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:31:58.897608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:01.902802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:01.907087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:01.911094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:01.915120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:01.919489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:01.919621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:04.924783] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:04.928311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:04.932301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:04.936493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:04.940443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:04.940540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:07.944996] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:07.948439] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:07.951837] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:07.955060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:07.958489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:07.958564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:10.963648] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:10.967228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:10.970778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:10.974187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:10.977609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:10.977714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:13.982452] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:13.985984] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:13.989215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:13.992375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:13.995477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:13.995549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:17.000341] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:17.004276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:17.007867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:17.011817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:17.015646] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:17.015764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:20.020236] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:20.023717] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:20.027155] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:20.030546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:20.033937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:20.034014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:23.038479] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:23.042133] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:23.045607] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:23.048978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:23.052426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:23.052516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:26.057375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:26.061250] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:26.064889] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:26.068516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:26.072189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:26.072285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:29.077477] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:29.081388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:29.084939] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:29.088399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:29.091886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:29.091975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:32.097192] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:32.104642] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:32.109417] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:32.113503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:32.117319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:32.117394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:35.122841] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:35.126817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:35.131408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:35.335119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:35.403235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:35.403362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:38.408647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:38.412648] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:38.416263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:38.420666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:38.424619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:38.424695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:41.428747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:41.433051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:41.436842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:41.440568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:41.444074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:41.444145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:44.450340] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:44.454422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:44.458664] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:44.462783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:44.466218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:44.466299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:47.471266] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:47.474949] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:47.479015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:47.482551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:47.486101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:47.486190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:50.491277] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:50.496244] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:50.500131] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:50.503706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:50.507275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:50.507367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:53.512282] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:53.516308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:53.520272] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:53.523889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:53.527371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:53.527453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:56.533341] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:56.538381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:56.543352] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:56.548404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:56.553643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:56.553765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:32:59.558436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:32:59.561796] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:32:59.565089] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:32:59.568451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:32:59.572057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:32:59.572192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:02.576916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:02.580662] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:02.584167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:02.587690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:02.591177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:02.591251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:05.596281] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:05.600042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:05.604723] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:05.608881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:05.613211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:05.613295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:08.618426] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:08.622171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:08.625519] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:08.628820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:08.632076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:08.632144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:11.637587] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:11.641292] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:11.647441] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:11.651685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:11.655386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:11.655472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:14.661208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:14.664754] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:14.668221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:14.671641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:14.674851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:14.674925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:17.679916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:17.683386] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:17.686717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:17.689909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:17.693138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:17.693209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:20.698139] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:20.701865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:20.705234] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:20.708599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:20.712013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:20.712115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:23.718012] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:23.721519] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:23.724987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:23.728481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:23.731911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:23.732003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:26.737372] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:26.741175] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:26.744841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:26.748366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:26.751761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:26.751831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:29.756632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:29.760549] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:29.764268] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:29.768213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:29.772152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:29.772274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:32.777778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:32.781494] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:32.785602] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:32.789111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:32.792301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:32.792369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:35.796886] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:35.800457] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:35.804186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:35.807841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:35.812303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:35.812410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:38.817088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:38.820760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:38.825016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:38.828899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:38.832332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:38.832404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:41.837501] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:41.841243] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:41.844816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:41.848338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:41.851928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:41.851998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:44.858341] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:44.863259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:44.867062] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:44.870344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:44.873559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:44.873657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:47.879540] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:47.884073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:47.887712] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:47.891055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:47.894203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:47.894271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:50.899763] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:50.903462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:50.906933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:50.911645] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:50.915399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:50.915467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:53.921477] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:53.925824] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:53.929917] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:53.933729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:53.937412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:53.937503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:56.943741] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:56.948373] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:56.952072] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:56.955566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:56.958882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:56.958965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:33:59.965814] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:33:59.970447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:33:59.974519] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:33:59.978309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:33:59.981753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:33:59.981837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:02.988766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:02.994184] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:02.998949] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:03.002854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:03.006229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:03.006303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:06.011238] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:06.014955] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:06.117025] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:06.184518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:06.252672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:06.252785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:09.258029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:09.262504] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:09.266994] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:09.270976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:09.274566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:09.274661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:12.279830] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:12.283781] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:12.287763] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:12.291601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:12.295280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:12.295369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:15.300799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:15.304676] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:15.309012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:15.313152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:15.317093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:15.317184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:18.323086] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:18.327872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:18.331672] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:18.335303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:18.338672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:18.338756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:21.343944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:21.347645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:21.351215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:21.355433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:21.359268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:21.359352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:24.364343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:24.368035] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:24.371550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:24.375973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:24.380468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:24.380550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:27.386250] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:27.390381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:27.393999] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:27.398285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:27.402684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:27.402818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:30.408115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:30.412176] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:30.415927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:30.419487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:30.423255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:30.423368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:33.429101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:33.432768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:33.436911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:33.440488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:33.443750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:33.443822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:36.449333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:36.453178] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:36.457338] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:36.463738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:36.468810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:36.468943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:39.474531] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:39.478041] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:39.481605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:39.485068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:39.488460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:39.488531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:42.493362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:42.496941] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:42.500464] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:42.504027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:42.507442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:42.507530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:45.512851] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:45.518598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:45.523991] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:45.529292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:45.534394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:45.534508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:48.539282] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:48.543071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:48.546750] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:48.550136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:48.553552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:48.553647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:51.558453] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:51.562860] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:51.567052] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:51.571123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:51.575812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:51.575935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:54.580792] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:54.584845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:54.588785] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:54.592299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:54.595758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:54.595837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:34:57.601780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:34:57.605942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:34:57.609551] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:34:57.613047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:34:57.616993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:34:57.617062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:00.621770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:00.625482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:00.629038] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:00.632384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:00.635672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:00.635843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:03.641214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:03.645643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:03.649766] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:03.653149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:03.659215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:03.659454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:06.664040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:06.667756] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:06.672018] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:06.676421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:06.680799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:06.680924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:09.686457] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:09.690100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:09.693857] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:09.698133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:09.702211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:09.702318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:12.708132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:12.713018] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:12.717410] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:12.721764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:12.726186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:12.726328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:15.732568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:15.736083] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:15.739493] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:15.742891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:15.747122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:15.747259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:18.752379] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:18.756129] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:18.759619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:18.762938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:18.767135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:18.767236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:21.772670] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:21.776247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:21.780463] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:21.785229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:21.789421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:21.789537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:24.794292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:24.797757] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:24.801098] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:24.804661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:24.807919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:24.807992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:27.813990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:27.818383] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:27.821899] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-30T20:35:27.826332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:27.830491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:27.830591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-30T20:35:30.838335] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-30T20:35:30.842446] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:30.845920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-30T20:35:30.849170] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-30), and is a dependency of this service.
[2025-12-30T20:35:30.852479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-30T20:35:30.855654] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-30T20:35:30.855904] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-30T20:35:30.856012] [INFO ] [MODE      ] Using multithreaded
[2025-12-30T20:35:30.856089] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-30T20:35:30.861708] [DEBUG] [REMOTE    ] Found 55 available forecast dates.
[2025-12-30T20:35:30.861912] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-31.txt'.
[2025-12-30T20:35:30.868040] [DEBUG] [REMOTE    ] Fetched 3538 signal forecasts for 2025-12-31.
[2025-12-30T20:35:30.902498] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-30T20:35:30.904305] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-30T20:35:30.904368] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-30T20:35:31.623091] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-30T20:35:31.631871] [INFO ] [MODE      ] Using multithreaded
[2025-12-30T20:35:31.631981] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-30T20:35:31.632045] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-30T20:35:31.638779] [DEBUG] [REMOTE    ] Found 55 available forecast dates.
[2025-12-30T20:35:31.638988] [INFO ] [main      ] Found available forecast date (2025-12-31).
[2025-12-30T20:35:31.639066] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-31.txt'.
[2025-12-30T20:35:31.645658] [DEBUG] [REMOTE    ] Fetched 3538 signal forecasts for 2025-12-31.
[2025-12-30T20:35:31.645842] [INFO ] [main      ] Fetched 3538 forecasts.
[2025-12-30T20:35:31.646119] [INFO ] [main      ] Found 412 high-confidence bullish forecasts (>= 90.0%).
[2025-12-30T20:35:31.646182] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 412 symbols
[2025-12-30T20:35:31.672049] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-30T20:35:31.672363] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-30T20:35:31.672214] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-30T20:35:31.672185] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-30T20:35:31.672268] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-30T20:35:31.672536] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-30T20:35:31.672537] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-30T20:35:31.672600] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-30T20:35:31.700935] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:31.700962] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:31.701132] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:31.702144] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-30T20:35:31.702151] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-30T20:35:31.702144] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-30T20:35:31.702217] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-30T20:35:31.702230] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-30T20:35:31.702220] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-30T20:35:31.702446] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-30T20:35:31.702462] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-30T20:35:31.702471] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-30T20:35:31.702963] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:31.704097] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-30T20:35:31.704188] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-30T20:35:31.704250] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-30T20:35:31.704789] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:31.704773] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:31.704773] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:31.704872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:31.704874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:31.704874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:31.706745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:31.706877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:31.711702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:31.711786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:31.711789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:31.714055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:31.714128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:31.714420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:31.714904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:31.715783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:31.716268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:31.716612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:31.717506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:31.718093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:31.719044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:31.719983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:31.720195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:31.720781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:31.756235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:31.757801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:31.760971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.064825] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.073333] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.076858] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.116608] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.231766] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.245043] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.245812] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.282758] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.301184] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-30T20:35:32.301264] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=1.09% (Conf=56.2675%)
[2025-12-30T20:35:32.301904] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-30T20:35:32.301961] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-30T20:35:32.302720] [INFO ] [main      ] Progress: 1/412 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 30s. Rate: 91.40 forecasts/min
[2025-12-30T20:35:32.312838] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.314332] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-30T20:35:32.314387] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-30T20:35:32.314419] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-30T20:35:32.315209] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:32.315270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:32.316990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:32.317550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:32.318023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:32.318463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:32.335772] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-30T20:35:32.335853] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=72.8115%)
[2025-12-30T20:35:32.336395] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-30T20:35:32.336452] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-30T20:35:32.336606] [INFO ] [main      ] Progress: 2/412 forecasts completed (0.5%). GPRE finished in 0.7s. ETA: 2m 22s. Rate: 173.83 forecasts/min
[2025-12-30T20:35:32.346906] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.348357] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-30T20:35:32.348409] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-30T20:35:32.348440] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-30T20:35:32.348770] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-30T20:35:32.348851] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-22.37% (Conf=47.8997%)
[2025-12-30T20:35:32.349240] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:32.349301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:32.349433] [INFO ] [main      ] Progress: 3/412 forecasts completed (0.7%). PMAX finished in 0.7s. ETA: 1m 36s. Rate: 255.97 forecasts/min
[2025-12-30T20:35:32.349449] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-30T20:35:32.349523] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-30T20:35:32.354137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:32.356012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:32.356674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:32.357171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:32.358407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:32.359172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.361153] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.362700] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-30T20:35:32.362757] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-30T20:35:32.362789] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-30T20:35:32.363620] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:32.363694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:32.367921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:32.368813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:32.369423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.370190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:32.372163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:32.372763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:32.374328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:32.376567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:35:32.379741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.399357] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-30T20:35:32.399430] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=1.08% (Conf=58.1949%)
[2025-12-30T20:35:32.399896] [INFO ] [main      ] Progress: 4/412 forecasts completed (1.0%). CCK finished in 0.7s. ETA: 1m 17s. Rate: 318.44 forecasts/min
[2025-12-30T20:35:32.400032] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-30T20:35:32.400080] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-30T20:35:32.411774] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.413192] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-30T20:35:32.413244] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-30T20:35:32.413275] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-30T20:35:32.414048] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:32.414106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:32.419028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:32.420371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:32.422306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.702251] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.706934] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.741853] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.764846] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-30
[2025-12-30T20:35:32.868379] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.872409] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.913373] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.930713] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:32.936838] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-30T20:35:32.936904] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=3.88% (Conf=56.0096%)
[2025-12-30T20:35:32.937278] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-30T20:35:32.937328] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-30T20:35:32.937658] [INFO ] [main      ] Progress: 5/412 forecasts completed (1.2%). RRGB finished in 0.6s. ETA: 1m 45s. Rate: 232.30 forecasts/min
[2025-12-30T20:35:32.948083] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.949169] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-30T20:35:32.949220] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-30T20:35:32.949265] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-30T20:35:32.950082] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:32.950140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:32.954931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:32.955663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:32.957110] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-30T20:35:32.957180] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-1.41% (Conf=53.3928%)
[2025-12-30T20:35:32.957361] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-30T20:35:32.957409] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-30T20:35:32.957854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:32.958665] [INFO ] [main      ] Progress: 6/412 forecasts completed (1.5%). CNK finished in 0.7s. ETA: 1m 29s. Rate: 274.30 forecasts/min
[2025-12-30T20:35:32.969193] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:32.970406] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-30T20:35:32.970466] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-30T20:35:32.970498] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-30T20:35:32.971417] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:32.971478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:32.972627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:32.973483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:32.974773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:35:32.976187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:32.978365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.030129] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-30T20:35:33.030196] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=40.3916%)
[2025-12-30T20:35:33.030518] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-30T20:35:33.030584] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-30T20:35:33.031466] [INFO ] [main      ] Progress: 7/412 forecasts completed (1.7%). PVL finished in 0.7s. ETA: 1m 20s. Rate: 303.20 forecasts/min
[2025-12-30T20:35:33.041032] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.042119] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-30T20:35:33.042183] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-30T20:35:33.042216] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-30T20:35:33.043025] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:33.043086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:33.044001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:33.044771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:33.047605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.072379] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-30T20:35:33.072447] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=53.6964%)
[2025-12-30T20:35:33.072840] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2025-12-30T20:35:33.072892] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2025-12-30T20:35:33.073671] [INFO ] [main      ] Progress: 8/412 forecasts completed (1.9%). OVID finished in 0.7s. ETA: 1m 12s. Rate: 336.27 forecasts/min
[2025-12-30T20:35:33.083366] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.084988] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2025-12-30T20:35:33.085042] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2025-12-30T20:35:33.085075] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2025-12-30T20:35:33.085920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:33.085980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:33.087706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:33.088407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:33.089915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.295788] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.320554] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.386831] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.432333] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.469180] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:33.496158] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:33.541306] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-30T20:35:33.541375] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=45.1008%)
[2025-12-30T20:35:33.541750] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-30T20:35:33.541803] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-30T20:35:33.543675] [INFO ] [main      ] Progress: 9/412 forecasts completed (2.2%). PAX finished in 0.6s. ETA: 1m 25s. Rate: 284.59 forecasts/min
[2025-12-30T20:35:33.554510] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.555396] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-30T20:35:33.555448] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-30T20:35:33.555479] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-30T20:35:33.556312] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:33.556373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:33.558165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:33.558736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:33.559177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:33.560131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.561969] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:33.601352] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:33.607784] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-30T20:35:33.607852] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=1.13% (Conf=60.1305%)
[2025-12-30T20:35:33.608216] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-30T20:35:33.608268] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-30T20:35:33.608246] [INFO ] [main      ] Progress: 10/412 forecasts completed (2.4%). AN finished in 0.7s. ETA: 1m 19s. Rate: 305.81 forecasts/min
[2025-12-30T20:35:33.619480] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.620302] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-30T20:35:33.620361] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-30T20:35:33.620395] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-30T20:35:33.621214] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:33.621278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:33.626360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:33.628195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:33.628725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:33.629142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:33.629898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.637849] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-30T20:35:33.637916] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=55.2775%)
[2025-12-30T20:35:33.638292] [INFO ] [main      ] Progress: 11/412 forecasts completed (2.7%). NKSH finished in 0.6s. ETA: 1m 13s. Rate: 331.31 forecasts/min
[2025-12-30T20:35:33.638420] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-30T20:35:33.638464] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-30T20:35:33.649859] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.650888] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-30T20:35:33.650940] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-30T20:35:33.650971] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-30T20:35:33.651802] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:33.651864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:33.652625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:33.654347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:33.655112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.688026] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2025-12-30T20:35:33.688102] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=54.8245%)
[2025-12-30T20:35:33.688470] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-30T20:35:33.688520] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-30T20:35:33.688661] [INFO ] [main      ] Progress: 12/412 forecasts completed (2.9%). RUSHB finished in 0.6s. ETA: 1m 8s. Rate: 352.52 forecasts/min
[2025-12-30T20:35:33.699420] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:33.700180] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-30T20:35:33.700240] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-30T20:35:33.700271] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-30T20:35:33.701052] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:33.701113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:33.705872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:33.707646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:33.708144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:33.708603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:33.711014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:33.712048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:33.713636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:33.916386] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.969762] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-30
[2025-12-30T20:35:33.995850] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.048348] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.090742] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.137927] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.145118] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-30T20:35:34.145187] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=25.6488%)
[2025-12-30T20:35:34.145542] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-30T20:35:34.145609] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-30T20:35:34.146660] [INFO ] [main      ] Progress: 13/412 forecasts completed (3.2%). DSX finished in 0.6s. ETA: 1m 17s. Rate: 311.95 forecasts/min
[2025-12-30T20:35:34.156423] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.157282] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-30T20:35:34.157342] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-30T20:35:34.157384] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-30T20:35:34.158177] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:34.158236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:34.159043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:34.159904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:34.161701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.166455] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.198871] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-30T20:35:34.198955] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.15% (Conf=53.6249%)
[2025-12-30T20:35:34.199301] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-30T20:35:34.199350] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-30T20:35:34.199331] [INFO ] [main      ] Progress: 14/412 forecasts completed (3.4%). VALE finished in 0.6s. ETA: 1m 13s. Rate: 329.01 forecasts/min
[2025-12-30T20:35:34.210126] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.211303] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-30T20:35:34.211364] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-30T20:35:34.211396] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-30T20:35:34.212265] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:34.212327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:34.215691] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.216784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.220331] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-30T20:35:34.220392] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.92% (Conf=46.1078%)
[2025-12-30T20:35:34.220776] [INFO ] [main      ] Progress: 15/412 forecasts completed (3.6%). BFK finished in 0.6s. ETA: 1m 8s. Rate: 349.58 forecasts/min
[2025-12-30T20:35:34.220899] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-30T20:35:34.220943] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-30T20:35:34.232550] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.233707] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-30T20:35:34.233760] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-30T20:35:34.233791] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-30T20:35:34.234632] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:34.234693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:34.236421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:34.236965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:34.237610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:34.238045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.308142] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-30T20:35:34.308212] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=-2.09% (Conf=62.7871%)
[2025-12-30T20:35:34.308609] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-30T20:35:34.308661] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-30T20:35:34.309663] [INFO ] [main      ] Progress: 16/412 forecasts completed (3.9%). PFIS finished in 0.6s. ETA: 1m 6s. Rate: 360.44 forecasts/min
[2025-12-30T20:35:34.320209] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.321404] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-30T20:35:34.321458] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-30T20:35:34.321492] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-30T20:35:34.322307] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:34.322372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:34.327489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:34.329403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:34.329962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:34.330428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:34.331959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:34.332598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:34.333750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:34.336130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.528017] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.564929] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.593338] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.673818] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-30
[2025-12-30T20:35:34.704938] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.743037] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.763061] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.817483] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-30T20:35:34.817550] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=0.65% (Conf=49.2043%)
[2025-12-30T20:35:34.817722] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-30T20:35:34.817765] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-30T20:35:34.818842] [INFO ] [main      ] Progress: 17/412 forecasts completed (4.1%). RAIL finished in 0.6s. ETA: 1m 14s. Rate: 321.50 forecasts/min
[2025-12-30T20:35:34.829141] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.830236] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-30T20:35:34.830288] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-30T20:35:34.830319] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-30T20:35:34.831116] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:34.831177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:34.836017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:34.836840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:34.838937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:34.839755] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:34.843310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.846864] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-30T20:35:34.846930] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=72.4875%)
[2025-12-30T20:35:34.847287] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-30T20:35:34.847338] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-30T20:35:34.847291] [INFO ] [main      ] Progress: 18/412 forecasts completed (4.4%). IBM finished in 0.7s. ETA: 1m 10s. Rate: 337.39 forecasts/min
[2025-12-30T20:35:34.858138] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.859008] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-30T20:35:34.859061] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-30T20:35:34.859092] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-30T20:35:34.859895] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:34.859953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:34.861558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:34.862363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:34.891770] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-30T20:35:34.891841] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-0.31% (Conf=52.8113%)
[2025-12-30T20:35:34.892214] [INFO ] [main      ] Progress: 19/412 forecasts completed (4.6%). VLO finished in 0.7s. ETA: 1m 7s. Rate: 351.20 forecasts/min
[2025-12-30T20:35:34.892336] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-30T20:35:34.892380] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-30T20:35:34.903280] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.904433] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-30T20:35:34.904492] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-30T20:35:34.904538] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-30T20:35:34.905336] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:34.905402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:34.910202] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-30T20:35:34.910268] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=48.7917%)
[2025-12-30T20:35:34.910643] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-30T20:35:34.910694] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-30T20:35:34.910658] [INFO ] [main      ] Progress: 20/412 forecasts completed (4.9%). IEF finished in 0.6s. ETA: 1m 4s. Rate: 367.60 forecasts/min
[2025-12-30T20:35:34.910801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:34.913318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:34.913869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:34.914668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:34.921634] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:34.922692] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-30T20:35:34.922744] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-30T20:35:34.922775] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-30T20:35:34.923552] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:34.923634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:34.928459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:34.930291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:34.930805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:34.931610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:34.932400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:34.933198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:34.935865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:34.936626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:34.937716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.030871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:35.035703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:35.036547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.193149] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.213686] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.274816] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.363438] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:35.385838] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.391770] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:35.426969] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-30T20:35:35.427041] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.93% (Conf=61.7618%)
[2025-12-30T20:35:35.427207] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-30T20:35:35.427264] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-30T20:35:35.428662] [INFO ] [main      ] Progress: 21/412 forecasts completed (5.1%). BPYPM finished in 0.6s. ETA: 1m 10s. Rate: 333.12 forecasts/min
[2025-12-30T20:35:35.439614] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:35.440624] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-30T20:35:35.440678] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-30T20:35:35.440709] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-30T20:35:35.441517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:35.441595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:35.442353] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:35.443243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:35.446025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:35.447420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:35.450517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.474637] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-30T20:35:35.474705] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.24% (Conf=46.663%)
[2025-12-30T20:35:35.475055] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-30T20:35:35.475105] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-30T20:35:35.475643] [INFO ] [main      ] Progress: 22/412 forecasts completed (5.3%). SO finished in 0.6s. ETA: 1m 8s. Rate: 344.70 forecasts/min
[2025-12-30T20:35:35.487288] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:35.488392] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-30T20:35:35.488442] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-30T20:35:35.488473] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-30T20:35:35.489297] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:35.489360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:35.494306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:35.496239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:35.496786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:35.497183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:35.498061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:35.500843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:35.501626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:35.503239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.538252] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-30T20:35:35.538319] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=68.3196%)
[2025-12-30T20:35:35.538662] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-30T20:35:35.538731] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-30T20:35:35.539675] [INFO ] [main      ] Progress: 23/412 forecasts completed (5.6%). BAM finished in 0.6s. ETA: 1m 6s. Rate: 354.44 forecasts/min
[2025-12-30T20:35:35.550116] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:35.551035] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-30T20:35:35.551087] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-30T20:35:35.551118] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-30T20:35:35.551912] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:35.552000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:35.553719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:35.554235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:35.554666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:35.558030] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:35.574228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:35.575969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.662321] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-30T20:35:35.662389] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-0.84% (Conf=51.1049%)
[2025-12-30T20:35:35.662754] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-30T20:35:35.662806] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-30T20:35:35.663666] [INFO ] [main      ] Progress: 24/412 forecasts completed (5.8%). ECPG finished in 0.8s. ETA: 1m 5s. Rate: 358.44 forecasts/min
[2025-12-30T20:35:35.673551] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:35.675246] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-30T20:35:35.675298] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-30T20:35:35.675329] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-30T20:35:35.676147] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-30T20:35:35.676217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:35.681150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:35.682952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:35.683431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:35.683916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:35.684325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:35.685098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:35.685940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:35.688486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:35.796704] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.802539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:35.804560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:35.843983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:35.845070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:35.847089] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.887665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:35.888899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:35.891054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:35.893682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:35.914614] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-30
[2025-12-30T20:35:35.960567] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.015067] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.056312] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-30T20:35:36.056385] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=52.0759%)
[2025-12-30T20:35:36.056793] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-30T20:35:36.056852] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-30T20:35:36.057650] [INFO ] [main      ] Progress: 25/412 forecasts completed (6.1%). KBWB finished in 0.6s. ETA: 1m 8s. Rate: 340.03 forecasts/min
[2025-12-30T20:35:36.067817] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.069175] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-30T20:35:36.069231] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-30T20:35:36.069262] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-30T20:35:36.070064] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:36.070126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:36.074913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:36.076707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:36.077187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:36.077588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:36.079186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:36.079641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:36.080949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:36.082939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.085927] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-30T20:35:36.085992] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=-1.54% (Conf=57.6102%)
[2025-12-30T20:35:36.086457] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-30T20:35:36.086509] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-30T20:35:36.086635] [INFO ] [main      ] Progress: 26/412 forecasts completed (6.3%). LBTYK finished in 0.6s. ETA: 1m 6s. Rate: 351.32 forecasts/min
[2025-12-30T20:35:36.098380] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.099461] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.099668] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-30T20:35:36.099722] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-30T20:35:36.099753] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-30T20:35:36.100519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:36.100599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:36.101315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:36.103710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:36.105458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.159306] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-30T20:35:36.159374] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=51.7838%)
[2025-12-30T20:35:36.159704] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-30T20:35:36.159754] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-30T20:35:36.160953] [INFO ] [main      ] Progress: 27/412 forecasts completed (6.6%). BFIN finished in 0.6s. ETA: 1m 4s. Rate: 358.83 forecasts/min
[2025-12-30T20:35:36.171340] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.172246] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-30T20:35:36.172296] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-30T20:35:36.172327] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-30T20:35:36.173114] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:35:36.173189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:36.178061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:36.179516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:36.181284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:36.181802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:36.182836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:36.184424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:36.185412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:36.186112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:36.187290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:36.189014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.236034] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-30
[2025-12-30T20:35:36.406843] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.417403] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-30
[2025-12-30T20:35:36.457919] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-30
[2025-12-30T20:35:36.478201] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-30T20:35:36.478271] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-30T20:35:36.478640] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-30T20:35:36.478709] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-30T20:35:36.478659] [INFO ] [main      ] Progress: 28/412 forecasts completed (6.8%). BSMS finished in 0.8s. ETA: 1m 6s. Rate: 347.65 forecasts/min
[2025-12-30T20:35:36.489633] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.490869] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-30T20:35:36.490924] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-30T20:35:36.490957] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-30T20:35:36.491784] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:36.491844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:36.496954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:36.498923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.524597] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-30
[2025-12-30T20:35:36.583119] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.632565] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.641686] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-30T20:35:36.641754] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=26.7284%)
[2025-12-30T20:35:36.642113] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-30T20:35:36.642163] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-30T20:35:36.642659] [INFO ] [main      ] Progress: 29/412 forecasts completed (7.0%). AGNCO finished in 0.6s. ETA: 1m 6s. Rate: 348.25 forecasts/min
[2025-12-30T20:35:36.653557] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.654779] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-30T20:35:36.654831] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-30T20:35:36.654862] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-30T20:35:36.655680] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:36.655741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:36.657421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:36.657942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:36.658335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:36.659112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:36.660231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:36.661390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.692102] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:36.723746] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-30T20:35:36.723815] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=1.73% (Conf=51.296%)
[2025-12-30T20:35:36.724175] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-30T20:35:36.724226] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-30T20:35:36.725645] [INFO ] [main      ] Progress: 30/412 forecasts completed (7.3%). FWRD finished in 0.6s. ETA: 1m 5s. Rate: 354.37 forecasts/min
[2025-12-30T20:35:36.737192] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.738283] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-30T20:35:36.738335] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-30T20:35:36.738368] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-30T20:35:36.739244] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:36.739304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:36.740743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:36.847110] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-30
[2025-12-30T20:35:36.951013] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-30T20:35:36.951079] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=0.43% (Conf=41.8755%)
[2025-12-30T20:35:36.951448] [INFO ] [main      ] Progress: 31/412 forecasts completed (7.5%). CAH finished in 0.8s. ETA: 1m 5s. Rate: 350.60 forecasts/min
[2025-12-30T20:35:36.951585] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-30T20:35:36.951630] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-30T20:35:36.962693] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:36.963623] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-30T20:35:36.963674] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-30T20:35:36.963705] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-30T20:35:36.964544] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:36.964620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:36.969443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:37.007901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.016685] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.027237] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.090713] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-30T20:35:37.090784] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=48.3171%)
[2025-12-30T20:35:37.091168] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-30T20:35:37.091233] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-30T20:35:37.091668] [INFO ] [main      ] Progress: 32/412 forecasts completed (7.8%). FCTE finished in 0.6s. ETA: 1m 5s. Rate: 352.59 forecasts/min
[2025-12-30T20:35:37.102695] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.103629] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-30T20:35:37.103683] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-30T20:35:37.103715] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-30T20:35:37.104539] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:37.104625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:37.106547] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.109745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:37.111627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:37.112125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:37.112548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:37.118370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:37.120921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:37.140411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.184269] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.255333] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-30T20:35:37.255397] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=0.90% (Conf=56.5781%)
[2025-12-30T20:35:37.255781] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-30T20:35:37.255833] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-30T20:35:37.256627] [INFO ] [main      ] Progress: 33/412 forecasts completed (8.0%). NRDS finished in 0.6s. ETA: 1m 4s. Rate: 352.92 forecasts/min
[2025-12-30T20:35:37.269283] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.270314] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-30T20:35:37.270367] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-30T20:35:37.270745] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-30T20:35:37.271520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:37.271595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:37.273211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:37.274222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.286231] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.349970] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.396487] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-30T20:35:37.396561] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=40.2026%)
[2025-12-30T20:35:37.396942] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-30T20:35:37.396994] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-30T20:35:37.398635] [INFO ] [main      ] Progress: 34/412 forecasts completed (8.3%). HLI finished in 0.7s. ETA: 1m 4s. Rate: 354.63 forecasts/min
[2025-12-30T20:35:37.410560] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.411803] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-30T20:35:37.411876] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-30T20:35:37.411909] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-30T20:35:37.412857] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:37.412932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:37.418097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:37.480076] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.500858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:37.504069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.518667] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.591414] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-30T20:35:37.591483] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.74% (Conf=55.1319%)
[2025-12-30T20:35:37.591664] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-30T20:35:37.591714] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-30T20:35:37.592881] [INFO ] [main      ] Progress: 35/412 forecasts completed (8.5%). VTMX finished in 0.6s. ETA: 1m 4s. Rate: 353.14 forecasts/min
[2025-12-30T20:35:37.602928] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.604246] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-30T20:35:37.604304] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-30T20:35:37.604338] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-30T20:35:37.605127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:37.605189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:37.606955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:37.607503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:37.607945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:37.615724] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.645011] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.723203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.724254] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-30T20:35:37.724328] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=0.20% (Conf=47.1172%)
[2025-12-30T20:35:37.724690] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-30T20:35:37.724742] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-30T20:35:37.725657] [INFO ] [main      ] Progress: 36/412 forecasts completed (8.7%). OVLY finished in 0.6s. ETA: 1m 3s. Rate: 355.30 forecasts/min
[2025-12-30T20:35:37.736036] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.738281] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-30T20:35:37.738333] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-30T20:35:37.738364] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-30T20:35:37.739239] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:37.739302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:37.741030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:37.741548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:37.741963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:37.742862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:37.744450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:35:37.745868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:37.784347] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:37.849710] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-30T20:35:37.849778] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=63.1963%)
[2025-12-30T20:35:37.850249] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-30T20:35:37.850301] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-30T20:35:37.850693] [INFO ] [main      ] Progress: 37/412 forecasts completed (9.0%). VNQI finished in 0.6s. ETA: 1m 3s. Rate: 357.81 forecasts/min
[2025-12-30T20:35:37.862843] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:37.864433] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-30T20:35:37.864489] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-30T20:35:37.864522] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-30T20:35:37.865322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:37.865383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:37.868865] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-30
[2025-12-30T20:35:37.870212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:37.872003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:37.872477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:37.872889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:37.873907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.048809] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.072675] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.083516] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.153304] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-30T20:35:38.153382] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=57.2988%)
[2025-12-30T20:35:38.153775] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-30T20:35:38.153829] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-30T20:35:38.155650] [INFO ] [main      ] Progress: 38/412 forecasts completed (9.2%). QDEL finished in 0.8s. ETA: 1m 4s. Rate: 350.26 forecasts/min
[2025-12-30T20:35:38.166890] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.167844] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-30T20:35:38.167902] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-30T20:35:38.167934] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-30T20:35:38.168772] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:38.168835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:38.173599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:38.175374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:38.175872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:38.176260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:38.177124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:38.177787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:38.180454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:38.183298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:38.185717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.209845] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.243290] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.248961] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.304544] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-30T20:35:38.304639] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-1.54% (Conf=56.7485%)
[2025-12-30T20:35:38.304806] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-30T20:35:38.304851] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-30T20:35:38.306035] [INFO ] [main      ] Progress: 39/412 forecasts completed (9.5%). IEP finished in 0.7s. ETA: 1m 4s. Rate: 351.36 forecasts/min
[2025-12-30T20:35:38.316426] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.318461] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-30T20:35:38.318528] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-30T20:35:38.318568] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-30T20:35:38.319425] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:38.319489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:38.321267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:38.321821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:38.322846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:38.324045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:38.324770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.345041] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-30T20:35:38.345118] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=40.5196%)
[2025-12-30T20:35:38.345484] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-30T20:35:38.345535] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-30T20:35:38.345672] [INFO ] [main      ] Progress: 40/412 forecasts completed (9.7%). SPB finished in 0.6s. ETA: 1m 2s. Rate: 358.24 forecasts/min
[2025-12-30T20:35:38.356811] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.357937] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-30T20:35:38.357990] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-30T20:35:38.358021] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-30T20:35:38.358858] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:38.358921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:38.360625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:38.361146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:38.363527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:38.375474] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.436936] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-30T20:35:38.437002] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.90% (Conf=41.6922%)
[2025-12-30T20:35:38.437464] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-30T20:35:38.437521] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-30T20:35:38.437656] [INFO ] [main      ] Progress: 41/412 forecasts completed (10.0%). ATLO finished in 0.6s. ETA: 1m 1s. Rate: 362.22 forecasts/min
[2025-12-30T20:35:38.450437] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.451689] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-30T20:35:38.451751] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-30T20:35:38.451784] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-30T20:35:38.452594] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:38.452656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:38.454344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:38.454879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:38.455275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:38.456033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:38.475815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:38.477886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:38.494672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:38.497593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.517502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:38.519804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:38.520887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.545348] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.666569] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.723620] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.806909] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-30T20:35:38.806977] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-2.30% (Conf=62.1456%)
[2025-12-30T20:35:38.807345] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-30T20:35:38.807397] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-30T20:35:38.807658] [INFO ] [main      ] Progress: 42/412 forecasts completed (10.2%). CIVB finished in 0.7s. ETA: 1m 3s. Rate: 351.89 forecasts/min
[2025-12-30T20:35:38.822407] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.823497] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-30T20:35:38.823587] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-30T20:35:38.823634] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-30T20:35:38.824715] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:38.824786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:38.830027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.834118] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.836235] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:38.857732] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-30
[2025-12-30T20:35:38.911770] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-30T20:35:38.911836] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-1.96% (Conf=48.1179%)
[2025-12-30T20:35:38.912004] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-30T20:35:38.912048] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-30T20:35:38.912889] [INFO ] [main      ] Progress: 43/412 forecasts completed (10.4%). OPRX finished in 0.6s. ETA: 1m 2s. Rate: 355.05 forecasts/min
[2025-12-30T20:35:38.923630] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:38.925000] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-30T20:35:38.925058] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-30T20:35:38.925100] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-30T20:35:38.925924] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:38.925986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:38.926889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:38.927945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:38.929309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:38.930029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:38.930874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:38.999392] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.025508] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.070340] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-30T20:35:39.070407] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.68% (Conf=70.8363%)
[2025-12-30T20:35:39.070768] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-30T20:35:39.070818] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-30T20:35:39.071658] [INFO ] [main      ] Progress: 44/412 forecasts completed (10.7%). ARLP finished in 0.6s. ETA: 1m 2s. Rate: 355.54 forecasts/min
[2025-12-30T20:35:39.083819] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.085044] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-30T20:35:39.085097] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-30T20:35:39.085128] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-30T20:35:39.085918] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:39.085977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:39.090817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:35:39.092470] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-30T20:35:39.092543] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-3.38% (Conf=72.5113%)
[2025-12-30T20:35:39.092950] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-30T20:35:39.093011] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-30T20:35:39.093648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.093639] [INFO ] [main      ] Progress: 45/412 forecasts completed (10.9%). UPLD finished in 0.7s. ETA: 1m 1s. Rate: 362.54 forecasts/min
[2025-12-30T20:35:39.105441] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.106904] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-30T20:35:39.106960] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-30T20:35:39.106993] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-30T20:35:39.107834] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:39.107895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:39.113323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:39.114201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.190416] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-30
[2025-12-30T20:35:39.274823] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-30
[2025-12-30T20:35:39.367637] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.432099] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-30T20:35:39.432171] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=2.87% (Conf=50.5037%)
[2025-12-30T20:35:39.432566] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-30T20:35:39.432638] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-30T20:35:39.432549] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-30
[2025-12-30T20:35:39.433664] [INFO ] [main      ] Progress: 46/412 forecasts completed (11.2%). ULCC finished in 0.6s. ETA: 1m 2s. Rate: 354.42 forecasts/min
[2025-12-30T20:35:39.442273] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.445828] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.447661] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-30T20:35:39.447725] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-30T20:35:39.447758] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-30T20:35:39.448835] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:39.448910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:39.450761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:39.451349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:39.451888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:39.452729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:39.453609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:39.464391] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-30
[2025-12-30T20:35:39.496788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:39.498139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:39.498897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:39.500531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.559651] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-30T20:35:39.559718] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=52.9908%)
[2025-12-30T20:35:39.559875] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-30T20:35:39.559918] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-30T20:35:39.561059] [INFO ] [main      ] Progress: 47/412 forecasts completed (11.4%). AMG finished in 0.6s. ETA: 1m 1s. Rate: 356.29 forecasts/min
[2025-12-30T20:35:39.571830] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.572846] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-30T20:35:39.572906] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-30T20:35:39.572940] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-30T20:35:39.573809] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:39.573870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:39.575608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:39.576212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:39.576674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:39.577626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:39.580166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:39.581868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.598773] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.629145] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:39.702216] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-30T20:35:39.702286] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=4.84% (Conf=41.6813%)
[2025-12-30T20:35:39.702648] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-30T20:35:39.702698] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-30T20:35:39.702663] [INFO ] [main      ] Progress: 48/412 forecasts completed (11.7%). ASTH finished in 0.6s. ETA: 1m 1s. Rate: 357.48 forecasts/min
[2025-12-30T20:35:39.715390] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.716667] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-30T20:35:39.716743] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-30T20:35:39.716775] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-30T20:35:39.717127] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-30T20:35:39.717193] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=46.2614%)
[2025-12-30T20:35:39.717563] [INFO ] [main      ] Fetching symbol history for CRTO...
[2025-12-30T20:35:39.717633] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2025-12-30T20:35:39.717618] [INFO ] [main      ] Progress: 49/412 forecasts completed (11.9%). AI finished in 0.6s. ETA: 59.8s. Rate: 364.25 forecasts/min
[2025-12-30T20:35:39.717761] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:39.717966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:39.718924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:39.728658] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:39.729914] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2025-12-30T20:35:39.729966] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2025-12-30T20:35:39.729997] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2025-12-30T20:35:39.730795] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:39.730855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:39.732450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:39.758375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:39.759179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:39.761887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.779996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:39.780817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:39.785088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:39.785810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:39.865663] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-30
[2025-12-30T20:35:39.931415] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.045249] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.103500] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.105152] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.113950] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-30T20:35:40.114018] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=60.8079%)
[2025-12-30T20:35:40.114399] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-30T20:35:40.114449] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-30T20:35:40.114654] [INFO ] [main      ] Progress: 50/412 forecasts completed (12.1%). RMBI finished in 0.7s. ETA: 1m 1s. Rate: 354.26 forecasts/min
[2025-12-30T20:35:40.126287] [DEBUG] [MAG       ] CRTO: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.129895] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.130840] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-30T20:35:40.130891] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-30T20:35:40.130922] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-30T20:35:40.131742] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:40.131801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:40.132729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.162130] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-30T20:35:40.162200] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.13% (Conf=48.6561%)
[2025-12-30T20:35:40.162363] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-30T20:35:40.162410] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-30T20:35:40.162839] [INFO ] [main      ] Progress: 51/412 forecasts completed (12.4%). MYN finished in 0.6s. ETA: 1m 0s. Rate: 359.30 forecasts/min
[2025-12-30T20:35:40.174180] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.175073] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-30T20:35:40.175126] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-30T20:35:40.175158] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-30T20:35:40.176302] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:40.176367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:40.181400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:40.183212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:40.183734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:40.184199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:40.184656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:40.185555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:40.187259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:40.228180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:40.229327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.274160] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.302241] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.344002] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-30T20:35:40.344068] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-11.10% (Conf=46.2138%)
[2025-12-30T20:35:40.344417] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-30T20:35:40.344470] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-30T20:35:40.344653] [INFO ] [main      ] Progress: 52/412 forecasts completed (12.6%). NTRB finished in 0.6s. ETA: 1m 0s. Rate: 358.69 forecasts/min
[2025-12-30T20:35:40.357409] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.358459] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-30T20:35:40.358870] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-30T20:35:40.358906] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-30T20:35:40.359705] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:40.359764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:40.360419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.390120] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2025-12-30T20:35:40.390196] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=-0.46% (Conf=68.8112%)
[2025-12-30T20:35:40.390368] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-30T20:35:40.390412] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-30T20:35:40.391644] [INFO ] [main      ] Progress: 53/412 forecasts completed (12.9%). CRTO finished in 0.7s. ETA: 59.2s. Rate: 363.62 forecasts/min
[2025-12-30T20:35:40.402185] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.403346] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-30T20:35:40.403399] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-30T20:35:40.403433] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-30T20:35:40.404254] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:35:40.404321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:40.406814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:40.408551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:40.478351] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.486857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:40.489131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:40.489911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:40.490541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:40.492375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:40.492945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:40.494508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:40.497040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.573805] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.659080] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.741382] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-30T20:35:40.741472] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=1.10% (Conf=54.8975%)
[2025-12-30T20:35:40.741433] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.741705] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-30T20:35:40.741773] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-30T20:35:40.744689] [INFO ] [main      ] Progress: 54/412 forecasts completed (13.1%). BLX finished in 0.6s. ETA: 1m 0s. Rate: 356.10 forecasts/min
[2025-12-30T20:35:40.757159] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.758367] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-30T20:35:40.758434] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-30T20:35:40.758474] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-30T20:35:40.763995] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:40.764081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:40.770732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:40.773426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:40.774151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:40.775191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:40.776717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:40.779843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.783200] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:40.865872] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-30T20:35:40.865943] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=45.348%)
[2025-12-30T20:35:40.866120] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-30T20:35:40.866167] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-30T20:35:40.866911] [INFO ] [main      ] Progress: 55/412 forecasts completed (13.3%). BKD finished in 0.7s. ETA: 59.9s. Rate: 357.89 forecasts/min
[2025-12-30T20:35:40.878421] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:40.879650] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-30T20:35:40.879715] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-30T20:35:40.879748] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-30T20:35:40.880646] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:40.880710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:40.886745] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-30
[2025-12-30T20:35:40.928639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:40.931603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:40.938283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:40.941554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:40.942744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:40.987964] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.072471] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-30T20:35:41.072542] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=39.8611%)
[2025-12-30T20:35:41.072924] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-30T20:35:41.072975] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-30T20:35:41.073695] [INFO ] [main      ] Progress: 56/412 forecasts completed (13.6%). GPRK finished in 0.7s. ETA: 59.9s. Rate: 356.41 forecasts/min
[2025-12-30T20:35:41.087901] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:41.089526] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-30T20:35:41.089606] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-30T20:35:41.089640] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-30T20:35:41.090657] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:41.090736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:41.098294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:41.099879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:41.101818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:41.132068] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.238218] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-30
[2025-12-30T20:35:41.244838] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-30T20:35:41.244935] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=0.25% (Conf=66.0151%)
[2025-12-30T20:35:41.245439] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-30T20:35:41.245520] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-30T20:35:41.246673] [INFO ] [main      ] Progress: 57/412 forecasts completed (13.8%). KRG finished in 0.9s. ETA: 59.8s. Rate: 356.23 forecasts/min
[2025-12-30T20:35:41.262179] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:41.263359] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-30T20:35:41.263441] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-30T20:35:41.263488] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-30T20:35:41.264955] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:41.265045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:41.269950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:41.451888] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-30
[2025-12-30T20:35:41.466560] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.558610] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-30
[2025-12-30T20:35:41.576011] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-30T20:35:41.576083] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.95% (Conf=63.2%)
[2025-12-30T20:35:41.576469] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-30T20:35:41.576522] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-30T20:35:41.577682] [INFO ] [main      ] Progress: 58/412 forecasts completed (14.1%). ERO finished in 0.8s. ETA: 1m 1s. Rate: 350.40 forecasts/min
[2025-12-30T20:35:41.594233] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:41.595187] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-30T20:35:41.595250] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-30T20:35:41.595283] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-30T20:35:41.596380] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:41.596465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:41.603049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:41.604281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:41.605132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:41.607110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:41.642220] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.707790] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-30
[2025-12-30T20:35:41.742343] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.742867] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-30T20:35:41.742934] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-4.09% (Conf=55.3045%)
[2025-12-30T20:35:41.743102] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-30T20:35:41.743146] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-30T20:35:41.744092] [INFO ] [main      ] Progress: 59/412 forecasts completed (14.3%). AMRC finished in 0.9s. ETA: 1m 0s. Rate: 350.57 forecasts/min
[2025-12-30T20:35:41.756906] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:41.757868] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-30T20:35:41.757928] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-30T20:35:41.757961] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-30T20:35:41.758854] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:41.758919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:41.763967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:41.765854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:41.766368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:41.767298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:41.769771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:41.771960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:41.774411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:41.888978] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-30T20:35:41.889050] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=54.7966%)
[2025-12-30T20:35:41.889222] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-30T20:35:41.889267] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-30T20:35:41.890711] [INFO ] [main      ] Progress: 60/412 forecasts completed (14.6%). CVNA finished in 0.8s. ETA: 1m 0s. Rate: 351.41 forecasts/min
[2025-12-30T20:35:41.902988] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:41.905662] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:41.906624] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-30T20:35:41.906683] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-30T20:35:41.906717] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-30T20:35:41.907534] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:41.907613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:41.913068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:41.915357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:41.916129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:41.959484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:41.962379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:41.995774] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.037178] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-30T20:35:42.037254] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=0.31% (Conf=49.9748%)
[2025-12-30T20:35:42.037699] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-30T20:35:42.037768] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-30T20:35:42.038656] [INFO ] [main      ] Progress: 61/412 forecasts completed (14.8%). WMS finished in 0.8s. ETA: 59.8s. Rate: 352.18 forecasts/min
[2025-12-30T20:35:42.050332] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.051903] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-30T20:35:42.051965] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-30T20:35:42.051998] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-30T20:35:42.052892] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:42.052954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:42.054971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:42.055624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:42.056062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:42.056950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:42.059628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:42.153908] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.163363] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.269054] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-30T20:35:42.269118] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=52.5969%)
[2025-12-30T20:35:42.269473] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-30T20:35:42.269524] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-30T20:35:42.270661] [INFO ] [main      ] Progress: 62/412 forecasts completed (15.0%). BELFB finished in 0.7s. ETA: 60.0s. Rate: 350.14 forecasts/min
[2025-12-30T20:35:42.282825] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.285607] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-30T20:35:42.285659] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-30T20:35:42.285689] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-30T20:35:42.286484] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:42.286556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:42.291366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:42.293894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:42.295148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:42.296968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:42.297588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:42.298790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:42.300869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:42.323656] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.336351] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.408736] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.416283] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-30T20:35:42.416365] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=74.5298%)
[2025-12-30T20:35:42.416524] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-30T20:35:42.416570] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-30T20:35:42.417306] [INFO ] [main      ] Progress: 63/412 forecasts completed (15.3%). NAVI finished in 0.7s. ETA: 59.7s. Rate: 350.94 forecasts/min
[2025-12-30T20:35:42.429151] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.430201] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-30T20:35:42.430276] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-30T20:35:42.430319] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-30T20:35:42.431249] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:42.431312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:42.436219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:42.438072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:42.438644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:42.439481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:42.441231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:42.498301] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.575652] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.591724] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-30T20:35:42.591800] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-21.80% (Conf=48.4002%)
[2025-12-30T20:35:42.591968] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-30T20:35:42.592015] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-30T20:35:42.593668] [INFO ] [main      ] Progress: 64/412 forecasts completed (15.5%). PDYN finished in 0.7s. ETA: 59.5s. Rate: 350.77 forecasts/min
[2025-12-30T20:35:42.604486] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.605533] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-30T20:35:42.605622] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-30T20:35:42.605658] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-30T20:35:42.606603] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:42.606672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:42.611907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:42.612884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:42.638497] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.663438] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-30T20:35:42.663505] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=60.823%)
[2025-12-30T20:35:42.663858] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-30T20:35:42.663910] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-30T20:35:42.664670] [INFO ] [main      ] Progress: 65/412 forecasts completed (15.8%). CFG finished in 0.6s. ETA: 58.8s. Rate: 353.95 forecasts/min
[2025-12-30T20:35:42.674985] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.675913] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-30T20:35:42.675965] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-30T20:35:42.675997] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-30T20:35:42.676815] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-30T20:35:42.676880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:42.681792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:42.683546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:42.684087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:42.684481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:42.685246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:42.732866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:42.784849] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-30
[2025-12-30T20:35:42.805605] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.809904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:42.810503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:42.811593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:42.813304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:42.814362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:42.815067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:42.942958] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-30T20:35:42.943026] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-30T20:35:42.943407] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-30T20:35:42.943461] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-30T20:35:42.943658] [INFO ] [main      ] Progress: 66/412 forecasts completed (16.0%). EDF finished in 0.7s. ETA: 59.2s. Rate: 350.52 forecasts/min
[2025-12-30T20:35:42.954017] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:42.955724] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:42.956707] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-30T20:35:42.956765] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-30T20:35:42.956798] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-30T20:35:42.957696] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:42.957765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:42.958733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:42.961377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:42.962532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.069310] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-30T20:35:43.069375] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=130.98% (Conf=51.5751%)
[2025-12-30T20:35:43.069530] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-30T20:35:43.069589] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-30T20:35:43.070236] [INFO ] [main      ] Progress: 67/412 forecasts completed (16.3%). IMNN finished in 0.7s. ETA: 58.8s. Rate: 351.89 forecasts/min
[2025-12-30T20:35:43.073198] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.080264] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:43.081236] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-30T20:35:43.081288] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-30T20:35:43.081319] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-30T20:35:43.082104] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:35:43.082167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:43.083929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:43.084422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:43.085169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:43.085929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:43.088317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:43.089047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:43.090812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:43.108564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:43.109697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:43.111131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.162027] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.245700] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:43.330706] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:43.332172] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-30T20:35:43.332244] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=1.81% (Conf=53.3767%)
[2025-12-30T20:35:43.332637] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-30T20:35:43.332688] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-30T20:35:43.332661] [INFO ] [main      ] Progress: 68/412 forecasts completed (16.5%). SCSC finished in 0.7s. ETA: 59.1s. Rate: 349.12 forecasts/min
[2025-12-30T20:35:43.344890] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:43.346521] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-30T20:35:43.346593] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-30T20:35:43.346626] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-30T20:35:43.347400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:43.347460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:43.348199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:43.348834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:43.353671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:43.355224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.406031] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-30T20:35:43.406098] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-0.78% (Conf=36.1082%)
[2025-12-30T20:35:43.406267] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-30T20:35:43.406313] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-30T20:35:43.406842] [INFO ] [main      ] Progress: 69/412 forecasts completed (16.7%). GEL finished in 0.7s. ETA: 58.5s. Rate: 352.02 forecasts/min
[2025-12-30T20:35:43.418544] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:43.419407] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-30T20:35:43.419842] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-30T20:35:43.419877] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-30T20:35:43.420715] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:43.420779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:43.419368] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.425747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:43.427569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:43.428076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:43.468519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:43.473217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:43.474556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:43.494526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.569251] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.594308] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:43.672148] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-30T20:35:43.672218] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=50.7922%)
[2025-12-30T20:35:43.672595] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-30T20:35:43.672648] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-30T20:35:43.672688] [INFO ] [main      ] Progress: 70/412 forecasts completed (17.0%). PWP finished in 0.7s. ETA: 58.8s. Rate: 349.23 forecasts/min
[2025-12-30T20:35:43.686510] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:43.688022] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-30T20:35:43.688078] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-30T20:35:43.688109] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-30T20:35:43.688977] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:43.689040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:43.693849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:43.695631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:43.696114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:43.696562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:43.698951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:43.707203] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.737357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:43.738224] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:43.738682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:43.740474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.861075] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-30T20:35:43.861141] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=46.2004%)
[2025-12-30T20:35:43.861298] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-30T20:35:43.861343] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-30T20:35:43.862676] [INFO ] [main      ] Progress: 71/412 forecasts completed (17.2%). BPYPO finished in 0.8s. ETA: 58.7s. Rate: 348.71 forecasts/min
[2025-12-30T20:35:43.873669] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:43.874692] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-30T20:35:43.874750] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-30T20:35:43.874784] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-30T20:35:43.875212] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:43.875594] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:35:43.875662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:43.880746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:43.882065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:43.884177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:43.888589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:43.890314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:43.891070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:43.892856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:43.893328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:43.894415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:43.896450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:43.956352] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-30
[2025-12-30T20:35:43.997075] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-30T20:35:43.997143] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=32.5049%)
[2025-12-30T20:35:43.997492] [INFO ] [main      ] Fetching symbol history for ALGM...
[2025-12-30T20:35:43.997542] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2025-12-30T20:35:43.997651] [INFO ] [main      ] Progress: 72/412 forecasts completed (17.5%). AVAL finished in 0.7s. ETA: 58.3s. Rate: 349.76 forecasts/min
[2025-12-30T20:35:44.009517] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.010622] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2025-12-30T20:35:44.010674] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2025-12-30T20:35:44.011024] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2025-12-30T20:35:44.011822] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:44.011883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:44.016754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:44.017567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:44.056463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:44.058040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.088053] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.123262] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.199539] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-30T20:35:44.199620] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=5.62% (Conf=39.4929%)
[2025-12-30T20:35:44.199781] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-30T20:35:44.199826] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-30T20:35:44.200851] [INFO ] [main      ] Progress: 73/412 forecasts completed (17.7%). INTZ finished in 0.8s. ETA: 58.3s. Rate: 348.88 forecasts/min
[2025-12-30T20:35:44.211548] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.212976] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-30T20:35:44.213028] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-30T20:35:44.213060] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-30T20:35:44.213855] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:44.213915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:44.218718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:44.220496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:44.220994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:44.223366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:44.238804] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.255033] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.274612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.320545] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-30T20:35:44.320629] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=45.9679%)
[2025-12-30T20:35:44.320966] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-30T20:35:44.321016] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-30T20:35:44.321652] [INFO ] [main      ] Progress: 74/412 forecasts completed (18.0%). NMAI finished in 0.6s. ETA: 57.9s. Rate: 350.28 forecasts/min
[2025-12-30T20:35:44.332282] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.333244] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-30T20:35:44.333300] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-30T20:35:44.333341] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-30T20:35:44.334141] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:44.334200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:44.335079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:44.386177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:44.387294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.402892] [DEBUG] [MAG       ] ALGM: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.408484] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.493899] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-30T20:35:44.493967] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=43.0879%)
[2025-12-30T20:35:44.494128] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-30T20:35:44.494172] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-30T20:35:44.496828] [INFO ] [main      ] Progress: 75/412 forecasts completed (18.2%). NWSA finished in 0.6s. ETA: 57.7s. Rate: 350.18 forecasts/min
[2025-12-30T20:35:44.506868] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.507652] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-30T20:35:44.507710] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-30T20:35:44.507743] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-30T20:35:44.508500] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:44.508558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:44.513406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:44.515259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.574057] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.627588] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.663062] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2025-12-30T20:35:44.663127] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=64.5681%)
[2025-12-30T20:35:44.663285] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-30T20:35:44.663328] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-30T20:35:44.664654] [INFO ] [main      ] Progress: 76/412 forecasts completed (18.4%). ALGM finished in 0.7s. ETA: 57.6s. Rate: 350.27 forecasts/min
[2025-12-30T20:35:44.675188] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.676054] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-30T20:35:44.676105] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-30T20:35:44.676136] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-30T20:35:44.676928] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:44.676987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:44.681983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:44.683697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.729463] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.795450] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.856024] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-30
[2025-12-30T20:35:44.889061] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-30T20:35:44.889126] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=3.54% (Conf=52.3208%)
[2025-12-30T20:35:44.889499] [INFO ] [main      ] Progress: 77/412 forecasts completed (18.7%). BYRN finished in 0.7s. ETA: 57.6s. Rate: 348.86 forecasts/min
[2025-12-30T20:35:44.889646] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-30T20:35:44.889691] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-30T20:35:44.895414] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:44.900121] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:44.901078] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-30T20:35:44.901137] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-30T20:35:44.901167] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-30T20:35:44.901962] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:44.902019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:44.904356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:44.906151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:44.987176] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-30T20:35:44.987242] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=53.9248%)
[2025-12-30T20:35:44.987645] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-30T20:35:44.987696] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-30T20:35:44.987654] [INFO ] [main      ] Progress: 78/412 forecasts completed (18.9%). SCL finished in 0.7s. ETA: 57.1s. Rate: 350.79 forecasts/min
[2025-12-30T20:35:44.999374] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.000425] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-30T20:35:45.000487] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-30T20:35:45.000522] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-30T20:35:45.001322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:45.001384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.006224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:45.008020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:45.008502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:45.008946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:45.009847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.023809] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.026076] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.134093] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-30T20:35:45.134172] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=47.3298%)
[2025-12-30T20:35:45.134328] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-30T20:35:45.134372] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-30T20:35:45.136644] [INFO ] [main      ] Progress: 79/412 forecasts completed (19.2%). PVH finished in 0.6s. ETA: 56.9s. Rate: 351.36 forecasts/min
[2025-12-30T20:35:45.146503] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.147448] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-30T20:35:45.147505] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-30T20:35:45.147537] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-30T20:35:45.148331] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:45.148413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.154183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:45.156236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:45.156767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:45.157512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:45.159829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:45.161488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:45.164135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:45.165194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:45.166817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.192545] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.243685] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.293924] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-30T20:35:45.293990] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=50.0981%)
[2025-12-30T20:35:45.294147] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-30T20:35:45.294192] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-30T20:35:45.295792] [INFO ] [main      ] Progress: 80/412 forecasts completed (19.4%). GL finished in 0.6s. ETA: 56.6s. Rate: 351.66 forecasts/min
[2025-12-30T20:35:45.306792] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.307807] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-30T20:35:45.307859] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-30T20:35:45.307890] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-30T20:35:45.308680] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:45.308773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.313711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:45.315532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:45.316037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:45.316527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:45.316949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:45.318147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.350232] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.411736] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.482748] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-30T20:35:45.482828] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-4.69% (Conf=54.425%)
[2025-12-30T20:35:45.483223] [INFO ] [main      ] Progress: 81/412 forecasts completed (19.7%). KURA finished in 0.6s. ETA: 56.5s. Rate: 351.23 forecasts/min
[2025-12-30T20:35:45.483366] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-30T20:35:45.483421] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-30T20:35:45.494662] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.495649] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-30T20:35:45.495708] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-30T20:35:45.495742] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-30T20:35:45.496691] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:45.496772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.502063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:45.504084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:45.504471] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.504645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:45.505060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:45.505987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:45.508471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:45.509169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.516242] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.572781] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-30T20:35:45.572871] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=36.4979%)
[2025-12-30T20:35:45.573279] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-30T20:35:45.573333] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-30T20:35:45.574657] [INFO ] [main      ] Progress: 82/412 forecasts completed (19.9%). BGY finished in 0.6s. ETA: 56.1s. Rate: 353.23 forecasts/min
[2025-12-30T20:35:45.584969] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.586586] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-30T20:35:45.586640] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-30T20:35:45.586673] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-30T20:35:45.587481] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:45.587552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.592682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:45.595593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.661679] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.672262] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.802009] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-30T20:35:45.802077] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=56.7338%)
[2025-12-30T20:35:45.802265] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-30T20:35:45.802309] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-30T20:35:45.803657] [INFO ] [main      ] Progress: 83/412 forecasts completed (20.1%). ADP finished in 0.7s. ETA: 56.1s. Rate: 351.76 forecasts/min
[2025-12-30T20:35:45.814087] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:45.814955] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-30T20:35:45.815012] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-30T20:35:45.815045] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-30T20:35:45.815829] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:45.815897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:45.821082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:45.822861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:45.823339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:45.823752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:45.824675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:45.825356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:45.829590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:45.830918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:45.831603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:45.832533] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:45.852336] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-30
[2025-12-30T20:35:45.936321] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.020224] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.042194] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-30T20:35:46.042269] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=52.3278%)
[2025-12-30T20:35:46.042647] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-30T20:35:46.042699] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-30T20:35:46.042654] [INFO ] [main      ] Progress: 84/412 forecasts completed (20.4%). AZO finished in 0.7s. ETA: 56.2s. Rate: 350.09 forecasts/min
[2025-12-30T20:35:46.055218] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.056116] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-30T20:35:46.056168] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-30T20:35:46.056199] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-30T20:35:46.057018] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:46.057096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:46.062064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:46.062934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:46.066173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.098919] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-30T20:35:46.098985] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=73.6211%)
[2025-12-30T20:35:46.099362] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-30T20:35:46.099414] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-30T20:35:46.100237] [INFO ] [main      ] Progress: 85/412 forecasts completed (20.6%). GPIX finished in 0.6s. ETA: 55.6s. Rate: 352.84 forecasts/min
[2025-12-30T20:35:46.107404] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.110542] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.111657] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-30T20:35:46.111712] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-30T20:35:46.111743] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-30T20:35:46.112512] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:46.112595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:46.113308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:46.114408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:46.116868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:46.118639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:46.119142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:46.120700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:46.122713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.180996] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.269781] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-30T20:35:46.269853] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=57.4444%)
[2025-12-30T20:35:46.270225] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-30T20:35:46.270278] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-30T20:35:46.271668] [INFO ] [main      ] Progress: 86/412 forecasts completed (20.9%). MA finished in 0.7s. ETA: 55.4s. Rate: 352.81 forecasts/min
[2025-12-30T20:35:46.282329] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.283428] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-30T20:35:46.283480] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-30T20:35:46.283511] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-30T20:35:46.284339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:46.284397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:46.286843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:46.287713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:46.289550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:46.291976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.369442] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.419251] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.449189] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-30T20:35:46.449256] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=46.8873%)
[2025-12-30T20:35:46.449416] [INFO ] [main      ] Fetching symbol history for PFF...
[2025-12-30T20:35:46.449461] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2025-12-30T20:35:46.450658] [INFO ] [main      ] Progress: 87/412 forecasts completed (21.1%). CTRA finished in 0.6s. ETA: 55.3s. Rate: 352.60 forecasts/min
[2025-12-30T20:35:46.460449] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.461551] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2025-12-30T20:35:46.461624] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2025-12-30T20:35:46.461656] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2025-12-30T20:35:46.462427] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:46.462488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:46.462995] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.464928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:46.466615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:46.467545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:46.516802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:46.517664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.588329] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.631624] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.634283] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.644181] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-30T20:35:46.644248] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=26.5154%)
[2025-12-30T20:35:46.644412] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-30T20:35:46.644457] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-30T20:35:46.646652] [INFO ] [main      ] Progress: 88/412 forecasts completed (21.4%). PHK finished in 0.6s. ETA: 55.2s. Rate: 351.99 forecasts/min
[2025-12-30T20:35:46.656875] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.657768] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-30T20:35:46.657822] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-30T20:35:46.657853] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-30T20:35:46.658776] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:46.658838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:46.663973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:46.666125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:46.666685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:46.667088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:46.670381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:46.671873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.700992] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-30T20:35:46.701056] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=49.0143%)
[2025-12-30T20:35:46.701453] [INFO ] [main      ] Progress: 89/412 forecasts completed (21.6%). BHC finished in 0.6s. ETA: 54.6s. Rate: 354.69 forecasts/min
[2025-12-30T20:35:46.701601] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-30T20:35:46.701645] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-30T20:35:46.712811] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.713675] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-30T20:35:46.713727] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-30T20:35:46.713758] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-30T20:35:46.714556] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:46.714635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:46.719422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:46.759118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:46.802617] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:46.863846] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-30
[2025-12-30T20:35:46.880414] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-30T20:35:46.880480] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.2886%)
[2025-12-30T20:35:46.880870] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-30T20:35:46.880923] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-30T20:35:46.881656] [INFO ] [main      ] Progress: 90/412 forecasts completed (21.8%). LQDA finished in 0.6s. ETA: 54.5s. Rate: 354.44 forecasts/min
[2025-12-30T20:35:46.892824] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:46.893966] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-30T20:35:46.894020] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-30T20:35:46.894051] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-30T20:35:46.894847] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:46.894907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:46.899845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:46.901643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:46.902128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:46.902599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:46.905250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.014362] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.037726] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.099886] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2025-12-30T20:35:47.099954] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=62.5189%)
[2025-12-30T20:35:47.100129] [INFO ] [main      ] Fetching symbol history for TTEC...
[2025-12-30T20:35:47.100181] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2025-12-30T20:35:47.101670] [INFO ] [main      ] Progress: 91/412 forecasts completed (22.1%). PFF finished in 0.7s. ETA: 54.5s. Rate: 353.27 forecasts/min
[2025-12-30T20:35:47.102795] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.111198] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.112170] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2025-12-30T20:35:47.112223] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2025-12-30T20:35:47.112255] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2025-12-30T20:35:47.113069] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:47.113132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:47.114876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:47.115405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:47.115832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:47.117494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:47.118458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:47.119149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:47.120980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:47.123931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:47.125023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.185475] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.245886] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-30T20:35:47.245951] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=3.00% (Conf=42.0612%)
[2025-12-30T20:35:47.246292] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-30T20:35:47.246341] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-30T20:35:47.246650] [INFO ] [main      ] Progress: 92/412 forecasts completed (22.3%). DOUG finished in 0.6s. ETA: 54.3s. Rate: 353.84 forecasts/min
[2025-12-30T20:35:47.253073] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.258106] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.259114] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-30T20:35:47.259165] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-30T20:35:47.259195] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-30T20:35:47.260004] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:47.260064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:47.264911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:47.266755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:47.267237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:47.267665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.269699] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.334550] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-30T20:35:47.334641] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=53.3323%)
[2025-12-30T20:35:47.335004] [INFO ] [main      ] Progress: 93/412 forecasts completed (22.6%). NXE finished in 0.6s. ETA: 53.8s. Rate: 355.67 forecasts/min
[2025-12-30T20:35:47.335127] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-30T20:35:47.335169] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-30T20:35:47.346954] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.347883] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-30T20:35:47.347934] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-30T20:35:47.347965] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-30T20:35:47.348784] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:47.348844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:47.350535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:47.351074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:47.351544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:47.352340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:47.355043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.422686] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.468593] [DEBUG] [MAG       ] TTEC: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.496065] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-30T20:35:47.496132] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=44.465%)
[2025-12-30T20:35:47.496569] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-30T20:35:47.496647] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-30T20:35:47.497653] [INFO ] [main      ] Progress: 94/412 forecasts completed (22.8%). DVAX finished in 0.6s. ETA: 53.6s. Rate: 355.80 forecasts/min
[2025-12-30T20:35:47.508423] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.509924] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-30T20:35:47.509998] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-30T20:35:47.510031] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-30T20:35:47.510863] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:47.510924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:47.516331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:47.518120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:47.518667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:47.519254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:47.521854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:47.523533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:47.524730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.607078] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.640459] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.700540] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.705754] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2025-12-30T20:35:47.705822] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=54.9101%)
[2025-12-30T20:35:47.705982] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-30T20:35:47.706028] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-30T20:35:47.707657] [INFO ] [main      ] Progress: 95/412 forecasts completed (23.1%). TTEC finished in 0.6s. ETA: 53.6s. Rate: 354.89 forecasts/min
[2025-12-30T20:35:47.716892] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.717867] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-30T20:35:47.717919] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-30T20:35:47.717950] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-30T20:35:47.718755] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:47.718822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:47.723692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.774407] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.834556] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-30T20:35:47.834643] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=3.01% (Conf=62.9904%)
[2025-12-30T20:35:47.834803] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-30T20:35:47.834845] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-30T20:35:47.837637] [INFO ] [main      ] Progress: 96/412 forecasts completed (23.3%). VTEX finished in 0.6s. ETA: 53.3s. Rate: 355.74 forecasts/min
[2025-12-30T20:35:47.846043] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.846978] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-30T20:35:47.847030] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-30T20:35:47.847060] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-30T20:35:47.847851] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:47.847910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:47.852814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:47.853829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:47.858154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:47.868684] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:47.874720] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-30
[2025-12-30T20:35:47.969949] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-30T20:35:47.970021] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=61.4885%)
[2025-12-30T20:35:47.970378] [INFO ] [main      ] Progress: 97/412 forecasts completed (23.5%). LGIH finished in 0.6s. ETA: 53.0s. Rate: 356.53 forecasts/min
[2025-12-30T20:35:47.970518] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-30T20:35:47.970562] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-30T20:35:47.981445] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:47.982629] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-30T20:35:47.982685] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-30T20:35:47.982716] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-30T20:35:47.983508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:47.983569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:47.985272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:47.985796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:47.986557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:48.042245] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:48.062845] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-30
[2025-12-30T20:35:48.097086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.165767] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-30T20:35:48.165841] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=39.2888%)
[2025-12-30T20:35:48.166234] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-30T20:35:48.166284] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-30T20:35:48.167654] [INFO ] [main      ] Progress: 98/412 forecasts completed (23.8%). MSGS finished in 0.7s. ETA: 52.9s. Rate: 355.90 forecasts/min
[2025-12-30T20:35:48.177931] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:48.178978] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-30T20:35:48.179032] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-30T20:35:48.179062] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-30T20:35:48.179908] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:48.179967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:48.184797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:48.185802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.196297] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-30
[2025-12-30T20:35:48.230601] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:48.284024] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-30T20:35:48.284091] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=43.918%)
[2025-12-30T20:35:48.284249] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-30T20:35:48.284300] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-30T20:35:48.285642] [INFO ] [main      ] Progress: 99/412 forecasts completed (24.0%). VOC finished in 0.6s. ETA: 52.6s. Rate: 356.98 forecasts/min
[2025-12-30T20:35:48.296152] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:48.296880] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-30T20:35:48.296932] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-30T20:35:48.296963] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-30T20:35:48.297736] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-30T20:35:48.297830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:48.302655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:48.304483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:48.304981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:48.305425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:48.305842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:48.306590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:48.307730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:48.310215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:48.363761] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:48.425126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:48.427069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:48.436781] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-30
[2025-12-30T20:35:48.439218] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-30T20:35:48.439288] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=26.85% (Conf=36.7107%)
[2025-12-30T20:35:48.439673] [INFO ] [main      ] Fetching symbol history for IHS...
[2025-12-30T20:35:48.439725] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2025-12-30T20:35:48.440646] [INFO ] [main      ] Progress: 100/412 forecasts completed (24.3%). HWH finished in 0.6s. ETA: 52.4s. Rate: 357.26 forecasts/min
[2025-12-30T20:35:48.451466] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:48.452181] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2025-12-30T20:35:48.452230] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2025-12-30T20:35:48.452260] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2025-12-30T20:35:48.453066] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:48.453127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:48.454849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:48.455349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:48.455765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:48.468909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:48.469998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:48.510203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:48.511039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:48.512260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:48.537113] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-30
[2025-12-30T20:35:48.565138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:48.566555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.591698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:48.592630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:48.594890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:48.597938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:48.599092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:48.601163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:48.601936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:48.606482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:48.607698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:48.607880] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:48.609074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:48.610708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:48.613718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:48.614401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:48.615161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:48.617240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:48.618353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:48.619116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:48.619871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-30T20:35:48.620736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:48.623658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:48.625310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:48.627843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:48.630196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:35:48.634161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:48.652846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:48.654235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:48.656194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:48.657157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:48.659045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:35:48.661190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:48.662314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:48.663568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:48.666147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:48.667724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:48.669640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.710605] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:48.748362] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-30T20:35:48.748427] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-2.27% (Conf=55.416%)
[2025-12-30T20:35:48.748849] [INFO ] [main      ] Progress: 101/412 forecasts completed (24.5%). ARES finished in 0.8s. ETA: 52.7s. Rate: 354.33 forecasts/min
[2025-12-30T20:35:48.748980] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-30T20:35:48.749024] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-30T20:35:48.761133] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:48.762137] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-30T20:35:48.762189] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-30T20:35:48.762220] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-30T20:35:48.763043] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:48.763102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:48.767940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:48.802687] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-30T20:35:48.802752] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=61.5086%)
[2025-12-30T20:35:48.803153] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-30T20:35:48.803206] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-30T20:35:48.804649] [INFO ] [main      ] Progress: 102/412 forecasts completed (24.8%). ATRO finished in 0.6s. ETA: 52.1s. Rate: 356.68 forecasts/min
[2025-12-30T20:35:48.806851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:48.807596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.815174] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:48.816178] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-30T20:35:48.816230] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-30T20:35:48.816262] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-30T20:35:48.817071] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:48.817135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:48.822215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:48.824151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:48.824669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:48.825561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:48.828123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:48.829810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:48.910504] [DEBUG] [MAG       ] IHS: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.010715] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.076471] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:49.135475] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2025-12-30T20:35:49.135543] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=39.0465%)
[2025-12-30T20:35:49.135923] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-30T20:35:49.135973] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-30T20:35:49.136663] [INFO ] [main      ] Progress: 103/412 forecasts completed (25.0%). IHS finished in 0.7s. ETA: 52.5s. Rate: 353.34 forecasts/min
[2025-12-30T20:35:49.146974] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:49.147807] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-30T20:35:49.147859] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-30T20:35:49.147889] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-30T20:35:49.147946] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.148889] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:49.148955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:49.149695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:49.177734] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.184350] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:49.189300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:49.190109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:49.316072] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:49.349168] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:49.448436] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-30T20:35:49.448506] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=65.5309%)
[2025-12-30T20:35:49.448716] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-30T20:35:49.448765] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-30T20:35:49.449815] [INFO ] [main      ] Progress: 104/412 forecasts completed (25.2%). ABG finished in 0.7s. ETA: 52.7s. Rate: 350.49 forecasts/min
[2025-12-30T20:35:49.451265] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-30T20:35:49.451339] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=14.406%)
[2025-12-30T20:35:49.451519] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-30T20:35:49.451564] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-30T20:35:49.451817] [INFO ] [main      ] Progress: 105/412 forecasts completed (25.5%). TBIL finished in 1.2s. ETA: 52.1s. Rate: 353.82 forecasts/min
[2025-12-30T20:35:49.455181] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-30T20:35:49.455247] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=70.1827%)
[2025-12-30T20:35:49.455621] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-30T20:35:49.455623] [INFO ] [main      ] Progress: 106/412 forecasts completed (25.7%). NFLX finished in 0.7s. ETA: 51.4s. Rate: 357.11 forecasts/min
[2025-12-30T20:35:49.455672] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-30T20:35:49.460674] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:49.461612] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-30T20:35:49.461663] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-30T20:35:49.461694] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-30T20:35:49.462485] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:49.462547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:49.463503] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:49.464179] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-30T20:35:49.464228] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-30T20:35:49.464259] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-30T20:35:49.465038] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:49.465098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:49.467459] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:49.468725] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-30T20:35:49.468781] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-30T20:35:49.468812] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-30T20:35:49.469706] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:49.469770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:49.470074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:49.471847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:49.472324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:49.473118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:49.473825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:49.474938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:49.475376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:49.477001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:49.477558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:49.478004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:49.480478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:49.482243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:49.482966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:49.483734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:49.501190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:49.527893] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.694661] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:49.750268] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-30T20:35:49.750334] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=49.4114%)
[2025-12-30T20:35:49.750798] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-30T20:35:49.750852] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-30T20:35:49.751660] [INFO ] [main      ] Progress: 107/412 forecasts completed (26.0%). KPRX finished in 0.6s. ETA: 51.6s. Rate: 354.59 forecasts/min
[2025-12-30T20:35:49.762281] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:49.763281] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-30T20:35:49.763331] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-30T20:35:49.763362] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-30T20:35:49.764183] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:49.764256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:49.765980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:49.766491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:49.766916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:49.767817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:49.806779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:49.819655] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.850951] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.860949] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-30
[2025-12-30T20:35:49.985681] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.020061] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.031756] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.056194] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-30T20:35:50.056260] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=55.7376%)
[2025-12-30T20:35:50.056639] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-30T20:35:50.056691] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-30T20:35:50.057318] [INFO ] [main      ] Progress: 108/412 forecasts completed (26.2%). WKSP finished in 0.6s. ETA: 51.8s. Rate: 351.96 forecasts/min
[2025-12-30T20:35:50.067951] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.068876] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-30T20:35:50.068927] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-30T20:35:50.068958] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-30T20:35:50.069781] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:50.069843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:50.074680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:50.076558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:50.077069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:50.077806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:50.080796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:50.081471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.106363] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-30T20:35:50.106429] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=42.4983%)
[2025-12-30T20:35:50.106855] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-30T20:35:50.106907] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-30T20:35:50.106910] [INFO ] [main      ] Progress: 109/412 forecasts completed (26.5%). LINC finished in 0.7s. ETA: 51.3s. Rate: 354.27 forecasts/min
[2025-12-30T20:35:50.122050] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.124737] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-30T20:35:50.124797] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-30T20:35:50.124829] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-30T20:35:50.125715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:50.125777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:50.134315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:50.149256] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-30
[2025-12-30T20:35:50.150114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.170854] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-30T20:35:50.170925] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=52.7203%)
[2025-12-30T20:35:50.171137] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-30T20:35:50.171182] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-30T20:35:50.171846] [INFO ] [main      ] Progress: 110/412 forecasts completed (26.7%). LII finished in 0.7s. ETA: 50.9s. Rate: 356.26 forecasts/min
[2025-12-30T20:35:50.183466] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.184462] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-30T20:35:50.184522] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-30T20:35:50.184556] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-30T20:35:50.185350] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:50.185413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:50.187160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:50.187704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:50.188092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:50.188888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:50.190631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:50.269676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:50.270813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:50.271557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.317363] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.374208] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-30T20:35:50.374278] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=55.8641%)
[2025-12-30T20:35:50.374972] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-30T20:35:50.375022] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-30T20:35:50.375652] [INFO ] [main      ] Progress: 111/412 forecasts completed (26.9%). GBAB finished in 0.6s. ETA: 50.8s. Rate: 355.59 forecasts/min
[2025-12-30T20:35:50.386288] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.387357] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-30T20:35:50.387407] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-30T20:35:50.387438] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-30T20:35:50.388231] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:50.388291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:50.393167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:50.394953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:50.395447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:50.395857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:50.396593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.431546] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-30
[2025-12-30T20:35:50.498024] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-30
[2025-12-30T20:35:50.602097] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.612382] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-30
[2025-12-30T20:35:50.667951] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-30T20:35:50.668017] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=68.7642%)
[2025-12-30T20:35:50.668376] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-30T20:35:50.668427] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-30T20:35:50.668655] [INFO ] [main      ] Progress: 112/412 forecasts completed (27.2%). CELZ finished in 0.6s. ETA: 51.0s. Rate: 353.27 forecasts/min
[2025-12-30T20:35:50.677997] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.679281] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.680151] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-30T20:35:50.680201] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-30T20:35:50.680231] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-30T20:35:50.681018] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:50.681077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:50.682780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:50.683284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:50.722318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.739878] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-30
[2025-12-30T20:35:50.795155] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.797145] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-30T20:35:50.797218] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=9.29% (Conf=53.6793%)
[2025-12-30T20:35:50.797404] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-30T20:35:50.797456] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-30T20:35:50.799663] [INFO ] [main      ] Progress: 113/412 forecasts completed (27.4%). TRNS finished in 0.7s. ETA: 50.7s. Rate: 353.98 forecasts/min
[2025-12-30T20:35:50.809270] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.810983] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-30T20:35:50.811039] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-30T20:35:50.811070] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-30T20:35:50.811902] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:50.811977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:50.816771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:50.817976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.874184] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-30T20:35:50.874250] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=49.0309%)
[2025-12-30T20:35:50.874610] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-30T20:35:50.874663] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-30T20:35:50.875596] [INFO ] [main      ] Progress: 114/412 forecasts completed (27.7%). CAAP finished in 0.7s. ETA: 50.3s. Rate: 355.71 forecasts/min
[2025-12-30T20:35:50.887189] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:50.888414] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-30T20:35:50.888477] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-30T20:35:50.888519] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-30T20:35:50.889782] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:50.889858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:50.890993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:50.892488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:50.911081] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:50.947334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:50.952047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:50.953514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:50.998991] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-30T20:35:50.999076] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=55.6795%)
[2025-12-30T20:35:50.999431] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-30T20:35:50.999482] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-30T20:35:50.999657] [INFO ] [main      ] Progress: 115/412 forecasts completed (27.9%). CSTL finished in 0.6s. ETA: 50.0s. Rate: 356.53 forecasts/min
[2025-12-30T20:35:51.011329] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:51.012219] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-30T20:35:51.012269] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-30T20:35:51.012299] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-30T20:35:51.013098] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:51.013155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:51.015714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:51.061552] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.152215] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.234049] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.291332] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.320069] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.323171] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-30T20:35:51.323237] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=61.792%)
[2025-12-30T20:35:51.323669] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-30T20:35:51.323728] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-30T20:35:51.324652] [INFO ] [main      ] Progress: 116/412 forecasts completed (28.2%). MKC finished in 0.7s. ETA: 50.2s. Rate: 353.69 forecasts/min
[2025-12-30T20:35:51.334698] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:51.335715] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-30T20:35:51.335769] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-30T20:35:51.335801] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-30T20:35:51.336622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:51.336695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:51.341826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:51.343624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:51.345594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:51.346811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:51.348686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:51.359657] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.382935] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-30T20:35:51.383000] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=52.6418%)
[2025-12-30T20:35:51.383409] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-30T20:35:51.383461] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-30T20:35:51.383627] [INFO ] [main      ] Progress: 117/412 forecasts completed (28.4%). DGICA finished in 0.6s. ETA: 49.8s. Rate: 355.67 forecasts/min
[2025-12-30T20:35:51.395051] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:51.395878] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-30T20:35:51.395930] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-30T20:35:51.395960] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-30T20:35:51.396783] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-30T20:35:51.396846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:51.401803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:51.403654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:51.404179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:51.404598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:51.406233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:51.407058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:51.408320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:51.409048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:51.410635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:51.412682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:51.413873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:51.457677] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.531772] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.570008] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-30T20:35:51.570074] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=16.02% (Conf=47.8253%)
[2025-12-30T20:35:51.570231] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-30T20:35:51.570274] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-30T20:35:51.570830] [INFO ] [main      ] Progress: 118/412 forecasts completed (28.6%). AAP finished in 0.7s. ETA: 49.6s. Rate: 355.34 forecasts/min
[2025-12-30T20:35:51.581028] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:51.582688] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-30T20:35:51.582746] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-30T20:35:51.582777] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-30T20:35:51.583549] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:51.583630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:51.587558] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-30T20:35:51.587648] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=11.55% (Conf=61.1758%)
[2025-12-30T20:35:51.587952] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-30T20:35:51.588001] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-30T20:35:51.588483] [INFO ] [main      ] Progress: 119/412 forecasts completed (28.9%). ENTX finished in 0.6s. ETA: 49.1s. Rate: 358.03 forecasts/min
[2025-12-30T20:35:51.588395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:51.590401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:51.590945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:51.591385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:51.591797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:51.592935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:51.594924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:51.596359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:51.599986] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:51.601205] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-30T20:35:51.601260] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-30T20:35:51.601293] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-30T20:35:51.602677] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:51.602739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:51.603688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:51.605024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:51.606954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:51.607695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:51.712028] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.770668] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.880671] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.943061] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:51.945623] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-30
[2025-12-30T20:35:51.963923] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-30
[2025-12-30T20:35:52.009464] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-30T20:35:52.009540] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=44.9206%)
[2025-12-30T20:35:52.009943] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-30T20:35:52.009996] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-30T20:35:52.010655] [INFO ] [main      ] Progress: 120/412 forecasts completed (29.1%). AM finished in 0.7s. ETA: 49.6s. Rate: 353.56 forecasts/min
[2025-12-30T20:35:52.022254] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.023509] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-30T20:35:52.023570] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-30T20:35:52.023626] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-30T20:35:52.024476] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:52.024544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:52.025510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.027621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:52.028147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:52.029476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:52.031289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:52.032393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:52.033108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.036107] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-30T20:35:52.036174] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=63.0494%)
[2025-12-30T20:35:52.036564] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-30T20:35:52.036631] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-30T20:35:52.036623] [INFO ] [main      ] Progress: 121/412 forecasts completed (29.4%). STBA finished in 0.7s. ETA: 49.0s. Rate: 356.05 forecasts/min
[2025-12-30T20:35:52.048190] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.049145] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-30T20:35:52.049197] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-30T20:35:52.049228] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-30T20:35:52.050032] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:52.050092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:52.054914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.056729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:52.057241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:52.057716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:52.058875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.111729] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.140038] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.171915] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-30T20:35:52.171985] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-30T20:35:52.172170] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-30T20:35:52.172216] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-30T20:35:52.172825] [INFO ] [main      ] Progress: 122/412 forecasts completed (29.6%). BSJS finished in 0.6s. ETA: 48.8s. Rate: 356.61 forecasts/min
[2025-12-30T20:35:52.183599] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.184393] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-30T20:35:52.184446] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-30T20:35:52.184476] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-30T20:35:52.185273] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:52.185336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:52.190138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.191934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:52.192446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:52.192909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:52.193306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:52.220181] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-30T20:35:52.220251] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=7.65% (Conf=45.4979%)
[2025-12-30T20:35:52.220626] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-30T20:35:52.220679] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-30T20:35:52.220657] [INFO ] [main      ] Progress: 123/412 forecasts completed (29.9%). SRAD finished in 0.6s. ETA: 48.3s. Rate: 358.70 forecasts/min
[2025-12-30T20:35:52.231805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:52.232476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:52.233016] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.233484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.234175] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-30T20:35:52.234228] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-30T20:35:52.234258] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-30T20:35:52.235097] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:52.235158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:52.237549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:52.238798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:52.241965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.384561] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-30
[2025-12-30T20:35:52.415430] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-30
[2025-12-30T20:35:52.549944] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.569352] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-30
[2025-12-30T20:35:52.593494] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.593892] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-30
[2025-12-30T20:35:52.651040] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-30T20:35:52.651116] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=50.0096%)
[2025-12-30T20:35:52.651271] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-30T20:35:52.651314] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-30T20:35:52.652661] [INFO ] [main      ] Progress: 124/412 forecasts completed (30.1%). FELE finished in 0.6s. ETA: 48.8s. Rate: 354.18 forecasts/min
[2025-12-30T20:35:52.663196] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.664045] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-30T20:35:52.664099] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-30T20:35:52.664144] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-30T20:35:52.664975] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:52.665039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.666857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:52.667388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:52.667836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:52.669985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:52.671625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.699151] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-30T20:35:52.699227] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=38.0518%)
[2025-12-30T20:35:52.699629] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-30T20:35:52.699631] [INFO ] [main      ] Progress: 125/412 forecasts completed (30.3%). TEX finished in 0.7s. ETA: 48.3s. Rate: 356.24 forecasts/min
[2025-12-30T20:35:52.699684] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-30T20:35:52.712069] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.713232] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-30T20:35:52.713290] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-30T20:35:52.713323] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-30T20:35:52.714214] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:52.714280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:52.720061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.722256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:52.722889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:52.728550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:52.738765] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.772009] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:52.858063] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-30T20:35:52.858129] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=32.70% (Conf=26.6091%)
[2025-12-30T20:35:52.858477] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-30T20:35:52.858529] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-30T20:35:52.860162] [INFO ] [main      ] Progress: 126/412 forecasts completed (30.6%). BIVI finished in 0.7s. ETA: 48.2s. Rate: 356.37 forecasts/min
[2025-12-30T20:35:52.863735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:52.865233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.874247] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.875205] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-30T20:35:52.875268] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-30T20:35:52.875308] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-30T20:35:52.876331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:52.876403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:52.877552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:52.880480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:52.882833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:52.929460] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-30T20:35:52.929530] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=54.6362%)
[2025-12-30T20:35:52.929720] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-30T20:35:52.929766] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-30T20:35:52.930919] [INFO ] [main      ] Progress: 127/412 forecasts completed (30.8%). IESC finished in 0.7s. ETA: 47.8s. Rate: 358.00 forecasts/min
[2025-12-30T20:35:52.941341] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:52.942974] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-30T20:35:52.943040] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-30T20:35:52.943073] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-30T20:35:52.944070] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:35:52.944136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:52.949322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:52.951251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:52.951790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:52.952206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:52.953135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:52.955686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:52.957011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:52.957756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:53.024527] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.196750] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:53.211100] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.224235] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.266294] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-30T20:35:53.266367] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=43.4827%)
[2025-12-30T20:35:53.266743] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-30T20:35:53.266797] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-30T20:35:53.267685] [INFO ] [main      ] Progress: 128/412 forecasts completed (31.1%). BLFY finished in 0.6s. ETA: 48.0s. Rate: 355.20 forecasts/min
[2025-12-30T20:35:53.278468] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:53.282793] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-30T20:35:53.282849] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-30T20:35:53.282881] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-30T20:35:53.283710] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:53.283771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:53.289019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:53.289889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:53.316341] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.377353] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:53.396031] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:53.407221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:53.408108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:53.409520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:53.438158] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-30T20:35:53.438228] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=6.08% (Conf=56.6456%)
[2025-12-30T20:35:53.438786] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-30T20:35:53.438841] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-30T20:35:53.439686] [INFO ] [main      ] Progress: 129/412 forecasts completed (31.3%). PLTK finished in 0.7s. ETA: 47.8s. Rate: 355.15 forecasts/min
[2025-12-30T20:35:53.450333] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:53.451366] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-30T20:35:53.451418] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-30T20:35:53.451450] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-30T20:35:53.452295] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:53.452360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:53.457342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:53.458192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:53.490051] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:53.511407] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-30T20:35:53.511474] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=46.9018%)
[2025-12-30T20:35:53.511851] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-30T20:35:53.511903] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-30T20:35:53.512776] [INFO ] [main      ] Progress: 130/412 forecasts completed (31.6%). IRTC finished in 0.7s. ETA: 47.4s. Rate: 356.71 forecasts/min
[2025-12-30T20:35:53.522410] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:53.523208] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-30T20:35:53.523259] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-30T20:35:53.523289] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-30T20:35:53.524086] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:53.524149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:53.528960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:53.530751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:53.531230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:53.566836] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-30T20:35:53.566902] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=49.6462%)
[2025-12-30T20:35:53.567061] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-30T20:35:53.567103] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-30T20:35:53.568644] [INFO ] [main      ] Progress: 131/412 forecasts completed (31.8%). CHCI finished in 0.6s. ETA: 47.0s. Rate: 358.54 forecasts/min
[2025-12-30T20:35:53.578735] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:53.579479] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-30T20:35:53.579530] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-30T20:35:53.579560] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-30T20:35:53.580346] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:53.580405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:53.580924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:53.585295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:53.586143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:53.587907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:53.657180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:53.658506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:53.660325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:53.661404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:53.662096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:53.759737] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.797903] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.933275] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-30
[2025-12-30T20:35:53.937486] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:53.968637] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.019810] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-30T20:35:54.019888] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=58.1264%)
[2025-12-30T20:35:54.020246] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-30T20:35:54.020295] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-30T20:35:54.020304] [INFO ] [main      ] Progress: 132/412 forecasts completed (32.0%). PRTA finished in 0.8s. ETA: 47.5s. Rate: 353.98 forecasts/min
[2025-12-30T20:35:54.020523] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-30
[2025-12-30T20:35:54.032215] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.033228] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-30T20:35:54.033290] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-30T20:35:54.033331] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-30T20:35:54.034266] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:54.034333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:54.039428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:54.041448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:54.041991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:54.042911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:54.045329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:54.046432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.064548] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-30T20:35:54.064640] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=60.697%)
[2025-12-30T20:35:54.065043] [INFO ] [main      ] Progress: 133/412 forecasts completed (32.3%). TNL finished in 0.6s. ETA: 47.0s. Rate: 355.95 forecasts/min
[2025-12-30T20:35:54.065170] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-30T20:35:54.065214] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-30T20:35:54.077440] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.078397] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-30T20:35:54.078455] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-30T20:35:54.078489] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-30T20:35:54.079354] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:54.079427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:54.081199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:54.081772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:54.082262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:54.105462] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.175960] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-30T20:35:54.176033] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=46.5563%)
[2025-12-30T20:35:54.176390] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-30T20:35:54.176440] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-30T20:35:54.177660] [INFO ] [main      ] Progress: 134/412 forecasts completed (32.5%). DCTH finished in 0.6s. ETA: 46.7s. Rate: 356.84 forecasts/min
[2025-12-30T20:35:54.188515] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.189443] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-30T20:35:54.189493] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-30T20:35:54.189524] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-30T20:35:54.190300] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:54.190359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:54.195141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:54.195390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:54.197590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:54.198833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:54.199927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.202380] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.237279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:54.238455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:54.239333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.304394] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-30T20:35:54.304470] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=50.9731%)
[2025-12-30T20:35:54.304976] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-30T20:35:54.305034] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-30T20:35:54.305660] [INFO ] [main      ] Progress: 135/412 forecasts completed (32.8%). RHI finished in 0.8s. ETA: 46.5s. Rate: 357.47 forecasts/min
[2025-12-30T20:35:54.317426] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.318274] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-30T20:35:54.318336] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-30T20:35:54.318377] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-30T20:35:54.319547] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:35:54.319647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:54.320558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.393659] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-30
[2025-12-30T20:35:54.542771] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-30
[2025-12-30T20:35:54.561848] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.579617] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-30
[2025-12-30T20:35:54.641756] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-30T20:35:54.641823] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=58.0919%)
[2025-12-30T20:35:54.641981] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-30T20:35:54.642025] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-30T20:35:54.643675] [INFO ] [main      ] Progress: 136/412 forecasts completed (33.0%). CMP finished in 0.6s. ETA: 46.7s. Rate: 354.82 forecasts/min
[2025-12-30T20:35:54.652682] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.653803] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-30T20:35:54.653854] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-30T20:35:54.653884] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-30T20:35:54.654669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:54.654729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:54.656457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:54.656993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:54.657406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:54.659132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.670132] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-30
[2025-12-30T20:35:54.712136] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.748907] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.816149] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-30T20:35:54.816213] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=67.6387%)
[2025-12-30T20:35:54.816603] [INFO ] [main      ] Progress: 137/412 forecasts completed (33.3%). ALZN finished in 0.8s. ETA: 46.5s. Rate: 354.76 forecasts/min
[2025-12-30T20:35:54.816753] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-30T20:35:54.816798] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-30T20:35:54.826849] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-30T20:35:54.826915] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=53.7544%)
[2025-12-30T20:35:54.827074] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-30T20:35:54.827117] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-30T20:35:54.827382] [INFO ] [main      ] Progress: 138/412 forecasts completed (33.5%). PNFP finished in 0.7s. ETA: 46.0s. Rate: 357.19 forecasts/min
[2025-12-30T20:35:54.828683] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.829801] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-30T20:35:54.829854] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-30T20:35:54.829885] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-30T20:35:54.830752] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:54.830811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:54.835850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:54.838461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.838650] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.839677] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-30T20:35:54.839739] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-30T20:35:54.839772] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-30T20:35:54.840549] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:54.840647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:54.841955] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:54.845527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:54.847341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:54.847865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:54.848259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:54.910780] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-30T20:35:54.910850] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=55.5928%)
[2025-12-30T20:35:54.911210] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-30T20:35:54.911263] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-30T20:35:54.911664] [INFO ] [main      ] Progress: 139/412 forecasts completed (33.7%). AIPI finished in 0.6s. ETA: 45.7s. Rate: 358.47 forecasts/min
[2025-12-30T20:35:54.923457] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:54.924375] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-30T20:35:54.924428] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-30T20:35:54.924459] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-30T20:35:54.925325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:54.925390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:54.931800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:54.933139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:54.935017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:54.936011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.000568] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.170142] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:55.184900] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.193403] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.253561] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-30T20:35:55.253645] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=8.44% (Conf=40.8632%)
[2025-12-30T20:35:55.253804] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-30T20:35:55.253846] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-30T20:35:55.255680] [INFO ] [main      ] Progress: 140/412 forecasts completed (34.0%). SNTI finished in 0.6s. ETA: 45.9s. Rate: 355.79 forecasts/min
[2025-12-30T20:35:55.265092] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:55.266025] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-30T20:35:55.266080] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-30T20:35:55.266111] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-30T20:35:55.267150] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:55.267237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:55.274187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:55.275764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.296804] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.352882] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:55.361729] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:55.422711] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-30T20:35:55.422783] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-3.91% (Conf=45.6358%)
[2025-12-30T20:35:55.423146] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-30T20:35:55.423207] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-30T20:35:55.423186] [INFO ] [main      ] Progress: 141/412 forecasts completed (34.2%). IMMX finished in 0.6s. ETA: 45.7s. Rate: 355.81 forecasts/min
[2025-12-30T20:35:55.431477] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-30T20:35:55.431538] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=61.9645%)
[2025-12-30T20:35:55.431915] [INFO ] [main      ] Progress: 142/412 forecasts completed (34.5%). BNS finished in 0.6s. ETA: 45.2s. Rate: 358.20 forecasts/min
[2025-12-30T20:35:55.432034] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-30T20:35:55.432078] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-30T20:35:55.434718] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:55.435988] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-30T20:35:55.436040] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-30T20:35:55.436071] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-30T20:35:55.436879] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:55.436939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:55.437823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:55.438881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.443822] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:55.444920] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-30T20:35:55.444972] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-30T20:35:55.445003] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-30T20:35:55.445819] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:55.445880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:55.447568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:55.448104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:55.483909] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:55.561715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:55.564867] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-30T20:35:55.564933] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=4.92% (Conf=47.277%)
[2025-12-30T20:35:55.565052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:55.565383] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-30T20:35:55.565437] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-30T20:35:55.565662] [INFO ] [main      ] Progress: 143/412 forecasts completed (34.7%). PD finished in 0.7s. ETA: 45.0s. Rate: 358.70 forecasts/min
[2025-12-30T20:35:55.567472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.577107] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:55.578190] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-30T20:35:55.578243] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-30T20:35:55.578274] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-30T20:35:55.579200] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:55.579264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:55.614567] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.659402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:55.660841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:55.664351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:55.666852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:35:55.671034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:55.671900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.783044] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.784274] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:55.844370] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-30T20:35:55.844435] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=46.1699%)
[2025-12-30T20:35:55.844605] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-30T20:35:55.844654] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-30T20:35:55.845668] [INFO ] [main      ] Progress: 144/412 forecasts completed (35.0%). PDI finished in 0.6s. ETA: 45.0s. Rate: 357.03 forecasts/min
[2025-12-30T20:35:55.856000] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:55.856827] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-30T20:35:55.856879] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-30T20:35:55.856910] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-30T20:35:55.857699] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:35:55.857762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:55.862511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:55.901458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:55.903179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:55.903669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:55.904738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:55.906338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:55.907377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:55.908282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:35:55.913683] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-30
[2025-12-30T20:35:55.914481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:55.952295] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.032686] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-30
[2025-12-30T20:35:56.043513] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-30T20:35:56.043606] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=49.3991%)
[2025-12-30T20:35:56.044151] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-30T20:35:56.044201] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-30T20:35:56.044683] [INFO ] [main      ] Progress: 145/412 forecasts completed (35.2%). JHX finished in 0.6s. ETA: 44.9s. Rate: 356.58 forecasts/min
[2025-12-30T20:35:56.057521] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.058357] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-30T20:35:56.058423] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-30T20:35:56.058454] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-30T20:35:56.059501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:56.059564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:56.064851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:56.065686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:56.087901] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.106288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:56.108637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:56.109950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:56.129907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.161293] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-30T20:35:56.161370] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=61.8303%)
[2025-12-30T20:35:56.161708] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-30T20:35:56.161761] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-30T20:35:56.162668] [INFO ] [main      ] Progress: 146/412 forecasts completed (35.4%). BCAL finished in 0.7s. ETA: 44.7s. Rate: 357.31 forecasts/min
[2025-12-30T20:35:56.174588] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.175312] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-30T20:35:56.175364] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-30T20:35:56.175396] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-30T20:35:56.176637] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:56.176701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:56.178521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:56.179130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:56.179637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:56.180437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:56.181447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:56.216983] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.225355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:56.226778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.276248] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-30
[2025-12-30T20:35:56.280510] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-30T20:35:56.280595] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=69.7114%)
[2025-12-30T20:35:56.280968] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-30T20:35:56.281022] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-30T20:35:56.281667] [INFO ] [main      ] Progress: 147/412 forecasts completed (35.7%). BEPI finished in 0.7s. ETA: 44.4s. Rate: 358.02 forecasts/min
[2025-12-30T20:35:56.292766] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.294194] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-30T20:35:56.294253] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-30T20:35:56.294287] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-30T20:35:56.295167] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:56.295241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:56.300870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:56.301794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:56.302473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:56.303177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.453803] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.494328] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-30
[2025-12-30T20:35:56.579313] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-30T20:35:56.579382] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=56.2098%)
[2025-12-30T20:35:56.579588] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-30T20:35:56.579654] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-30T20:35:56.580679] [INFO ] [main      ] Progress: 148/412 forecasts completed (35.9%). SF finished in 0.7s. ETA: 44.5s. Rate: 356.13 forecasts/min
[2025-12-30T20:35:56.591113] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.592217] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-30T20:35:56.592273] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-30T20:35:56.592306] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-30T20:35:56.593154] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:56.593218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:56.596144] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-30
[2025-12-30T20:35:56.598268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:56.599152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:56.641266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:56.642359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:56.644790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.658308] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-30
[2025-12-30T20:35:56.673524] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.771182] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.797441] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-30T20:35:56.797517] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=78.6552%)
[2025-12-30T20:35:56.797706] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-30T20:35:56.797760] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-30T20:35:56.799019] [INFO ] [main      ] Progress: 149/412 forecasts completed (36.2%). CTAS finished in 0.8s. ETA: 44.4s. Rate: 355.43 forecasts/min
[2025-12-30T20:35:56.809495] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.810663] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-30T20:35:56.810728] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-30T20:35:56.810766] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-30T20:35:56.811569] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:56.811652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:56.816794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:56.818779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:56.819308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.828450] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:56.867503] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-30T20:35:56.867599] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=51.7019%)
[2025-12-30T20:35:56.867959] [INFO ] [main      ] Progress: 150/412 forecasts completed (36.4%). JACK finished in 0.7s. ETA: 44.1s. Rate: 356.84 forecasts/min
[2025-12-30T20:35:56.868086] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-30T20:35:56.868130] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-30T20:35:56.881066] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.881917] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-30T20:35:56.881970] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-30T20:35:56.882002] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-30T20:35:56.882878] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:56.882940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:56.888207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:56.889426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:56.891328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:56.894252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.918587] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-30T20:35:56.918655] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=65.576%)
[2025-12-30T20:35:56.919147] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-30T20:35:56.919200] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-30T20:35:56.919666] [INFO ] [main      ] Progress: 151/412 forecasts completed (36.7%). BBWI finished in 0.6s. ETA: 43.7s. Rate: 358.48 forecasts/min
[2025-12-30T20:35:56.931215] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:56.931952] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-30T20:35:56.932003] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-30T20:35:56.932033] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-30T20:35:56.932843] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:56.932906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:56.933789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:56.935039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:56.936929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:56.937443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:56.938557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:56.940674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:56.992366] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.159103] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.172070] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.255424] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.266049] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-30T20:35:57.266119] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=45.089%)
[2025-12-30T20:35:57.266279] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-30T20:35:57.266351] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-30T20:35:57.267682] [INFO ] [main      ] Progress: 152/412 forecasts completed (36.9%). CRVL finished in 0.7s. ETA: 43.8s. Rate: 355.95 forecasts/min
[2025-12-30T20:35:57.277779] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:57.278822] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-30T20:35:57.278874] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-30T20:35:57.278905] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-30T20:35:57.279690] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:57.279751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:57.279683] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.280454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:57.341981] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.357133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:57.359459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:57.360904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:57.407029] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-30T20:35:57.407093] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=55.911%)
[2025-12-30T20:35:57.407430] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-30T20:35:57.407480] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-30T20:35:57.407665] [INFO ] [main      ] Progress: 153/412 forecasts completed (37.1%). ETO finished in 0.6s. ETA: 43.6s. Rate: 356.35 forecasts/min
[2025-12-30T20:35:57.420177] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:57.420915] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-30T20:35:57.420967] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-30T20:35:57.420999] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-30T20:35:57.421806] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:57.421868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:57.423666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:57.424198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:57.424684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:57.425111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:57.427602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:57.438833] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.446705] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.553083] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-30T20:35:57.553152] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=53.47% (Conf=54.6766%)
[2025-12-30T20:35:57.553547] [INFO ] [main      ] Progress: 154/412 forecasts completed (37.4%). MIGI finished in 0.7s. ETA: 43.4s. Rate: 356.66 forecasts/min
[2025-12-30T20:35:57.553716] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-30T20:35:57.553771] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-30T20:35:57.557070] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-30T20:35:57.557134] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=51.9606%)
[2025-12-30T20:35:57.557457] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-30T20:35:57.557508] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-30T20:35:57.558554] [INFO ] [main      ] Progress: 155/412 forecasts completed (37.6%). RMI finished in 0.6s. ETA: 43.0s. Rate: 358.90 forecasts/min
[2025-12-30T20:35:57.566372] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:57.567449] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-30T20:35:57.567506] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-30T20:35:57.567539] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-30T20:35:57.568382] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:57.568444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:57.568963] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:57.569734] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-30T20:35:57.569790] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-30T20:35:57.569821] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-30T20:35:57.570615] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:57.570616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:57.570677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:57.572348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:57.572351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:57.572886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:57.573287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:57.647425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:57.649626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:57.721305] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.777907] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.896549] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.938047] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.956861] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:57.989396] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-30
[2025-12-30T20:35:57.994793] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-30T20:35:57.994861] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=46.496%)
[2025-12-30T20:35:57.995219] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-30T20:35:57.995270] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-30T20:35:57.995683] [INFO ] [main      ] Progress: 156/412 forecasts completed (37.9%). AMN finished in 0.7s. ETA: 43.2s. Rate: 355.23 forecasts/min
[2025-12-30T20:35:58.006269] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.007098] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-30T20:35:58.007149] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-30T20:35:58.007181] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-30T20:35:58.007974] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:35:58.008035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:58.010460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:58.011533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.037204] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-30T20:35:58.037271] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-4.24% (Conf=50.2712%)
[2025-12-30T20:35:58.037663] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-30T20:35:58.037716] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-30T20:35:58.038649] [INFO ] [main      ] Progress: 157/412 forecasts completed (38.1%). SSRM finished in 0.6s. ETA: 42.9s. Rate: 356.92 forecasts/min
[2025-12-30T20:35:58.051216] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.052024] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-30T20:35:58.052078] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-30T20:35:58.052108] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-30T20:35:58.053124] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:58.053186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:58.054330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:58.055557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:58.057155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.121096] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.158983] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.210402] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-30T20:35:58.210470] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=46.2185%)
[2025-12-30T20:35:58.210976] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-30T20:35:58.211025] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-30T20:35:58.210883] [INFO ] [main      ] Progress: 158/412 forecasts completed (38.3%). CIB finished in 0.7s. ETA: 42.7s. Rate: 356.87 forecasts/min
[2025-12-30T20:35:58.224293] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.225353] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-30T20:35:58.225419] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-30T20:35:58.225458] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-30T20:35:58.226612] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:58.226679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:58.229126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:58.229727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:58.230193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:58.232951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:58.277786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.281693] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-30T20:35:58.281764] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=50.3961%)
[2025-12-30T20:35:58.282106] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-30T20:35:58.282157] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-30T20:35:58.283658] [INFO ] [main      ] Progress: 159/412 forecasts completed (38.6%). VONE finished in 0.7s. ETA: 42.4s. Rate: 358.14 forecasts/min
[2025-12-30T20:35:58.293253] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.294305] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-30T20:35:58.294358] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-30T20:35:58.294388] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-30T20:35:58.295201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:58.295270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:58.296145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:58.298610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:58.337222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:58.339459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.374009] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-30
[2025-12-30T20:35:58.432140] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-30
[2025-12-30T20:35:58.549458] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.602239] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.615209] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-30T20:35:58.615277] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=48.8976%)
[2025-12-30T20:35:58.615438] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-30T20:35:58.615483] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-30T20:35:58.616676] [INFO ] [main      ] Progress: 160/412 forecasts completed (38.8%). RDY finished in 0.6s. ETA: 42.5s. Rate: 355.95 forecasts/min
[2025-12-30T20:35:58.627541] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.629194] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-30T20:35:58.629253] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-30T20:35:58.629285] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-30T20:35:58.630158] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:35:58.630221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:58.635221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:58.637273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:58.637842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:58.638252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:58.643052] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-30
[2025-12-30T20:35:58.687624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:58.688689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:58.701513] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-30
[2025-12-30T20:35:58.765757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.793973] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-30T20:35:58.794042] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=76.025%)
[2025-12-30T20:35:58.794386] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-30T20:35:58.794437] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-30T20:35:58.794676] [INFO ] [main      ] Progress: 161/412 forecasts completed (39.1%). NDAQ finished in 0.8s. ETA: 42.3s. Rate: 355.82 forecasts/min
[2025-12-30T20:35:58.807392] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.809109] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-30T20:35:58.809166] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-30T20:35:58.809197] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-30T20:35:58.810029] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-30T20:35:58.810127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:58.815054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:58.816892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:58.817362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:58.817829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:58.818225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:58.819028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:58.819855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:58.822232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:35:58.822398] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.874727] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:58.902388] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-30T20:35:58.902460] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=49.4506%)
[2025-12-30T20:35:58.902898] [INFO ] [main      ] Progress: 162/412 forecasts completed (39.3%). INVH finished in 0.7s. ETA: 42.1s. Rate: 356.61 forecasts/min
[2025-12-30T20:35:58.903046] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-30T20:35:58.903095] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-30T20:35:58.916193] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:58.918102] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-30T20:35:58.918158] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-30T20:35:58.918191] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-30T20:35:58.919051] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:35:58.919115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:58.921018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:58.921555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:58.922029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:58.923061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:58.924284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:58.925308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:58.932118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:58.934106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:35:58.973064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:35:58.974304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:35:59.015109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:35:59.016170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:59.017430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:35:59.022720] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-30T20:35:59.022787] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=56.9366%)
[2025-12-30T20:35:59.023144] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-30T20:35:59.023194] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-30T20:35:59.024676] [INFO ] [main      ] Progress: 163/412 forecasts completed (39.6%). SOXX finished in 0.7s. ETA: 41.8s. Rate: 357.22 forecasts/min
[2025-12-30T20:35:59.034032] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:59.035306] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-30T20:35:59.035356] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-30T20:35:59.035397] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-30T20:35:59.036213] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:59.036273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:59.041147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:59.042120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:35:59.044646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:59.093493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:35:59.094453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:35:59.096701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:35:59.099516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:35:59.100609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:35:59.102622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:35:59.103346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:35:59.107767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:35:59.108982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:35:59.110334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:35:59.111926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:35:59.114901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:35:59.115561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:35:59.116276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:35:59.118270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:35:59.119355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:35:59.120101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:35:59.120846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-30T20:35:59.121529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:35:59.124339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:35:59.126020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:59.128481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:35:59.130780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:35:59.133049] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-30
[2025-12-30T20:35:59.134622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:59.152608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:35:59.153933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:35:59.155724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:35:59.156443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:35:59.158140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:35:59.159765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:35:59.160769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:35:59.162031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:35:59.163263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:35:59.165407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:35:59.167003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:35:59.169906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:35:59.171763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:35:59.177558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:59.307015] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:59.355622] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-30
[2025-12-30T20:35:59.377149] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-30T20:35:59.377217] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=48.3251%)
[2025-12-30T20:35:59.377381] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-30T20:35:59.377427] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-30T20:35:59.378658] [INFO ] [main      ] Progress: 164/412 forecasts completed (39.8%). TSLX finished in 0.8s. ETA: 41.9s. Rate: 354.82 forecasts/min
[2025-12-30T20:35:59.389590] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:59.390567] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-30T20:35:59.390645] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-30T20:35:59.394204] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-30T20:35:59.395173] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:35:59.395239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:59.397076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:35:59.397648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:35:59.398095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:35:59.400923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:35:59.401705] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-30
[2025-12-30T20:35:59.419946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:59.530998] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:59.556317] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-30
[2025-12-30T20:35:59.572556] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:59.632104] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-30T20:35:59.632169] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=51.456%)
[2025-12-30T20:35:59.632611] [INFO ] [main      ] Fetching symbol history for FOSL...
[2025-12-30T20:35:59.632663] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2025-12-30T20:35:59.632661] [INFO ] [main      ] Progress: 165/412 forecasts completed (40.0%). CHSCL finished in 0.6s. ETA: 41.9s. Rate: 353.74 forecasts/min
[2025-12-30T20:35:59.643819] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:59.644628] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2025-12-30T20:35:59.644681] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2025-12-30T20:35:59.644715] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2025-12-30T20:35:59.645490] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:35:59.645551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:35:59.650423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:35:59.651341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:35:59.652176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:35:59.653869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:59.655717] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-30T20:35:59.655785] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=58.1967%)
[2025-12-30T20:35:59.656477] [INFO ] [main      ] Progress: 166/412 forecasts completed (40.3%). TEM finished in 0.8s. ETA: 41.5s. Rate: 355.58 forecasts/min
[2025-12-30T20:35:59.656628] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-30T20:35:59.656674] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-30T20:35:59.670768] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:35:59.671611] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-30T20:35:59.671668] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-30T20:35:59.671699] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-30T20:35:59.672481] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:35:59.672540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:35:59.674253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:35:59.674792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:35:59.676040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:35:59.742695] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:35:59.847527] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.016109] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.017033] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-30T20:36:00.017105] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-30T20:36:00.017511] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-30T20:36:00.017563] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-30T20:36:00.018658] [INFO ] [main      ] Progress: 167/412 forecasts completed (40.5%). BSCQ finished in 1.2s. ETA: 41.6s. Rate: 353.16 forecasts/min
[2025-12-30T20:36:00.030370] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.031721] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-30T20:36:00.031774] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-30T20:36:00.031805] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-30T20:36:00.032279] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.032608] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:00.032670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:00.034370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:00.034916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:00.035368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:00.035798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:00.040048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:00.079680] [DEBUG] [MAG       ] FOSL: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.124177] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-30T20:36:00.124247] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=6.70% (Conf=59.1634%)
[2025-12-30T20:36:00.124640] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-30T20:36:00.124692] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-30T20:36:00.124673] [INFO ] [main      ] Progress: 168/412 forecasts completed (40.8%). POWI finished in 0.7s. ETA: 41.4s. Rate: 353.95 forecasts/min
[2025-12-30T20:36:00.136489] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.137613] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-30T20:36:00.137671] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-30T20:36:00.137702] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-30T20:36:00.138523] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:00.138604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:00.143457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:00.144353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:00.146083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:00.150693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:00.209444] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.263888] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.272246] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-30T20:36:00.272320] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=56.3299%)
[2025-12-30T20:36:00.272482] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-30T20:36:00.272527] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-30T20:36:00.273595] [INFO ] [main      ] Progress: 169/412 forecasts completed (41.0%). FDUS finished in 0.6s. ETA: 41.2s. Rate: 354.21 forecasts/min
[2025-12-30T20:36:00.284497] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.285433] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-30T20:36:00.285486] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-30T20:36:00.285518] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-30T20:36:00.286337] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:00.286399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:00.287415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:00.289051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:00.292116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:00.292850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:00.294453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:00.328203] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2025-12-30T20:36:00.328283] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=46.7053%)
[2025-12-30T20:36:00.328483] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-30T20:36:00.328557] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-30T20:36:00.328903] [INFO ] [main      ] Progress: 170/412 forecasts completed (41.3%). FOSL finished in 0.7s. ETA: 40.8s. Rate: 355.62 forecasts/min
[2025-12-30T20:36:00.340096] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.340769] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-30T20:36:00.340822] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-30T20:36:00.340855] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-30T20:36:00.341675] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:00.341738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:00.347026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:00.390286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:00.391497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:00.399822] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.518713] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.646615] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.714363] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.785706] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.797182] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-30
[2025-12-30T20:36:00.853969] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-30T20:36:00.854037] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=63.4976%)
[2025-12-30T20:36:00.854194] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-30T20:36:00.854237] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-30T20:36:00.854889] [INFO ] [main      ] Progress: 171/412 forecasts completed (41.5%). CMTL finished in 0.7s. ETA: 41.2s. Rate: 351.27 forecasts/min
[2025-12-30T20:36:00.874245] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:00.873521] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.877450] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-30T20:36:00.877508] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-30T20:36:00.877551] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-30T20:36:00.878452] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:00.878515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:00.888553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:00.894209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:00.923031] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-30T20:36:00.923101] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=58.7252%)
[2025-12-30T20:36:00.923448] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-30T20:36:00.923500] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-30T20:36:00.923530] [INFO ] [main      ] Progress: 172/412 forecasts completed (41.7%). SWIM finished in 0.9s. ETA: 40.9s. Rate: 352.49 forecasts/min
[2025-12-30T20:36:00.937657] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:00.940621] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-30T20:36:00.940682] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-30T20:36:00.940714] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-30T20:36:00.941553] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:00.941633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:00.952681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:00.953739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:00.997917] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:01.028232] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-30T20:36:01.028307] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=37.2419%)
[2025-12-30T20:36:01.028486] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-30T20:36:01.028537] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-30T20:36:01.030676] [INFO ] [main      ] Progress: 173/412 forecasts completed (42.0%). LEA finished in 0.8s. ETA: 40.6s. Rate: 353.25 forecasts/min
[2025-12-30T20:36:01.034660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:01.038673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:01.049783] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:01.053156] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-30T20:36:01.053218] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-30T20:36:01.053253] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-30T20:36:01.054379] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-30T20:36:01.054479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:01.063402] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-30T20:36:01.063474] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=8.53% (Conf=48.6752%)
[2025-12-30T20:36:01.063689] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-30T20:36:01.063752] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-30T20:36:01.065661] [INFO ] [main      ] Progress: 174/412 forecasts completed (42.2%). AEI finished in 0.7s. ETA: 40.2s. Rate: 354.87 forecasts/min
[2025-12-30T20:36:01.066164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:01.071597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:01.072117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:01.072568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:01.072990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:01.075628] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:01.076464] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-30T20:36:01.076530] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-30T20:36:01.076597] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-30T20:36:01.076803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:01.077491] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:01.077555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:01.077694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:01.079476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:01.080072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:01.080547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:01.081446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:01.082384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:01.083265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:01.084132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:01.218304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:01.220474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:01.263240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:01.264791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:01.312468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:01.313672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:01.315016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:01.399164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:01.400174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:01.402266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:01.405316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:01.406434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:01.408499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:01.409306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:01.414235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:01.415556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:01.417059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:36:01.418792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:01.422030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:01.422845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:01.423601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:01.425891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:01.427155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:01.427946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:01.428769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-30T20:36:01.429523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:01.432894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:01.434716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:01.437678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:01.444748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:01.451868] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-30
[2025-12-30T20:36:01.454085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:01.456436] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-30
[2025-12-30T20:36:01.497106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:01.501992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:01.507092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:01.507895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:01.512686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:01.514375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:01.515352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:01.519698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:01.521001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:01.523147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:36:01.524792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:01.533149] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-30
[2025-12-30T20:36:01.644073] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:01.647011] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:01.720727] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:01.734587] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-30T20:36:01.734659] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=5.72% (Conf=58.2599%)
[2025-12-30T20:36:01.735014] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-30T20:36:01.735072] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-30T20:36:01.735657] [INFO ] [main      ] Progress: 175/412 forecasts completed (42.5%). INSG finished in 0.7s. ETA: 40.7s. Rate: 348.96 forecasts/min
[2025-12-30T20:36:01.741653] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-30T20:36:01.741729] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=58.1507%)
[2025-12-30T20:36:01.741910] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-30T20:36:01.741953] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-30T20:36:01.743029] [INFO ] [main      ] Progress: 176/412 forecasts completed (42.7%). SHEL finished in 0.9s. ETA: 40.4s. Rate: 350.87 forecasts/min
[2025-12-30T20:36:01.747888] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:01.748772] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-30T20:36:01.748842] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-30T20:36:01.748887] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-30T20:36:01.749756] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-30T20:36:01.753113] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:01.753827] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-30T20:36:01.753894] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-30T20:36:01.753925] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-30T20:36:01.754755] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:01.754819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:01.757252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:01.758250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:01.758966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:01.760160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:01.762005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:01.762560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:01.763697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:01.765395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:01.766444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:01.767146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:01.805845] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-30T20:36:01.805925] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=58.053%)
[2025-12-30T20:36:01.806330] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-30T20:36:01.806399] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-30T20:36:01.806666] [INFO ] [main      ] Progress: 177/412 forecasts completed (43.0%). MGNI finished in 0.9s. ETA: 40.0s. Rate: 352.12 forecasts/min
[2025-12-30T20:36:01.819967] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:01.821379] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-30T20:36:01.821447] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-30T20:36:01.821495] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-30T20:36:01.826309] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:01.826394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:01.832388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:01.834700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:01.835416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:01.835897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:01.836332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:01.872853] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-30
[2025-12-30T20:36:01.961510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:02.048918] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.101961] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.116976] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.269627] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.294748] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.316079] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-30T20:36:02.316149] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-30T20:36:02.316319] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-30T20:36:02.316363] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-30T20:36:02.317700] [INFO ] [main      ] Progress: 178/412 forecasts completed (43.2%). CIF finished in 0.6s. ETA: 40.3s. Rate: 348.21 forecasts/min
[2025-12-30T20:36:02.319532] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-30T20:36:02.319630] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-30T20:36:02.319959] [INFO ] [main      ] Progress: 179/412 forecasts completed (43.4%). FTSM finished in 1.3s. ETA: 39.9s. Rate: 350.14 forecasts/min
[2025-12-30T20:36:02.320087] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-30T20:36:02.320134] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-30T20:36:02.327903] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:02.328945] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-30T20:36:02.328999] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-30T20:36:02.329349] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-30T20:36:02.330170] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:02.330230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:02.331956] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:02.332713] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-30T20:36:02.332768] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-30T20:36:02.332800] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-30T20:36:02.333643] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:02.333712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:02.335197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:02.335502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:02.336057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:02.336458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:02.336997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:02.337372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:02.337478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:02.338254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:02.397320] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-30T20:36:02.397396] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=47.517%)
[2025-12-30T20:36:02.397789] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-30T20:36:02.397843] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-30T20:36:02.398672] [INFO ] [main      ] Progress: 180/412 forecasts completed (43.7%). MCHI finished in 0.7s. ETA: 39.6s. Rate: 351.19 forecasts/min
[2025-12-30T20:36:02.407803] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.409229] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:02.410189] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-30T20:36:02.410243] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-30T20:36:02.410276] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-30T20:36:02.411089] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:02.411150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:02.451715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:02.459758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:02.461104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:02.593560] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.681639] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-30T20:36:02.681712] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=44.8836%)
[2025-12-30T20:36:02.682188] [INFO ] [main      ] Fetching symbol history for LYRA...
[2025-12-30T20:36:02.682246] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2025-12-30T20:36:02.682664] [INFO ] [main      ] Progress: 181/412 forecasts completed (43.9%). PRGO finished in 0.9s. ETA: 39.6s. Rate: 349.91 forecasts/min
[2025-12-30T20:36:02.694104] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:02.695140] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2025-12-30T20:36:02.695200] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2025-12-30T20:36:02.695240] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2025-12-30T20:36:02.696090] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:02.696153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:02.696852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:02.697625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:02.698908] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.700704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:02.812911] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.818317] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-30
[2025-12-30T20:36:02.878636] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.937658] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-30T20:36:02.937731] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-2.75% (Conf=56.3261%)
[2025-12-30T20:36:02.937902] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-30T20:36:02.937960] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-30T20:36:02.940688] [INFO ] [main      ] Progress: 182/412 forecasts completed (44.2%). PLUG finished in 0.6s. ETA: 39.5s. Rate: 348.94 forecasts/min
[2025-12-30T20:36:02.950477] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:02.951535] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-30T20:36:02.951617] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-30T20:36:02.951651] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-30T20:36:02.952653] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-30T20:36:02.992736] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:02.990418] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.049451] [DEBUG] [MAG       ] LYRA: Last date is validated at 2025-12-30
[2025-12-30T20:36:03.051096] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-30T20:36:03.051164] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=33.6073%)
[2025-12-30T20:36:03.051522] [INFO ] [main      ] Progress: 183/412 forecasts completed (44.4%). CHSCN finished in 0.7s. ETA: 39.3s. Rate: 349.62 forecasts/min
[2025-12-30T20:36:03.051672] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-30T20:36:03.051719] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-30T20:36:03.063864] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.064892] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-30T20:36:03.064955] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-30T20:36:03.064990] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-30T20:36:03.065118] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-30T20:36:03.065185] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=60.4656%)
[2025-12-30T20:36:03.065551] [INFO ] [main      ] Progress: 184/412 forecasts completed (44.7%). PGJ finished in 0.7s. ETA: 38.9s. Rate: 351.38 forecasts/min
[2025-12-30T20:36:03.065747] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-30T20:36:03.065794] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-30T20:36:03.065823] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:03.065886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:03.071043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:03.076960] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.077928] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-30T20:36:03.077984] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-30T20:36:03.078016] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-30T20:36:03.078938] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:03.079002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:03.080786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:03.081334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:03.081786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:03.130095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.197135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:03.198529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:03.200484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.219958] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.317532] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-30
[2025-12-30T20:36:03.335230] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2025-12-30T20:36:03.335299] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=-26.41% (Conf=33.3437%)
[2025-12-30T20:36:03.335797] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-30T20:36:03.335852] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-30T20:36:03.336674] [INFO ] [main      ] Progress: 185/412 forecasts completed (44.9%). LYRA finished in 0.7s. ETA: 38.9s. Rate: 350.26 forecasts/min
[2025-12-30T20:36:03.347317] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.348320] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-30T20:36:03.348379] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-30T20:36:03.348413] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-30T20:36:03.349317] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:03.349383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:03.351229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:03.351844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:03.352257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:03.354209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:03.356269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:03.357906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.484338] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-30
[2025-12-30T20:36:03.500154] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.544094] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-30
[2025-12-30T20:36:03.577823] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-30T20:36:03.577890] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=54.1706%)
[2025-12-30T20:36:03.578051] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-30T20:36:03.578096] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-30T20:36:03.579663] [INFO ] [main      ] Progress: 186/412 forecasts completed (45.1%). GPIQ finished in 0.6s. ETA: 38.8s. Rate: 349.48 forecasts/min
[2025-12-30T20:36:03.590245] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.591103] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-30T20:36:03.591160] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-30T20:36:03.591196] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-30T20:36:03.592077] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:03.592145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:03.597383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:03.600525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:03.645603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:03.646982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:03.647891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:03.652685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:03.653454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:03.657708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:03.662064] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.678218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.711234] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.716326] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-30
[2025-12-30T20:36:03.723376] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-30T20:36:03.723446] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=50.1841%)
[2025-12-30T20:36:03.723830] [INFO ] [main      ] Progress: 187/412 forecasts completed (45.4%). BOC finished in 0.7s. ETA: 38.6s. Rate: 349.78 forecasts/min
[2025-12-30T20:36:03.723959] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-30T20:36:03.724004] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-30T20:36:03.735231] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.736122] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-30T20:36:03.736179] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-30T20:36:03.736210] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-30T20:36:03.737001] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:03.737064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:03.741819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:03.742631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:03.743451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:03.745907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:03.746901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:03.747938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:03.748655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:03.750746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.825775] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-30T20:36:03.825845] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=56.8524%)
[2025-12-30T20:36:03.826197] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-30T20:36:03.826246] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-30T20:36:03.827654] [INFO ] [main      ] Progress: 188/412 forecasts completed (45.6%). UAL finished in 0.8s. ETA: 38.3s. Rate: 350.51 forecasts/min
[2025-12-30T20:36:03.838976] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.840113] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-30T20:36:03.840165] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-30T20:36:03.840196] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-30T20:36:03.841007] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:03.841089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:03.845898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:03.846718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:03.887430] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:03.970277] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-30T20:36:03.970359] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=53.5896%)
[2025-12-30T20:36:03.970852] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-30T20:36:03.970911] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-30T20:36:03.971661] [INFO ] [main      ] Progress: 189/412 forecasts completed (45.9%). TWFG finished in 0.6s. ETA: 38.1s. Rate: 350.81 forecasts/min
[2025-12-30T20:36:03.984087] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:03.985105] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-30T20:36:03.985181] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-30T20:36:03.985228] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-30T20:36:03.986183] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:03.986249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:03.987465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:04.050233] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.099945] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.190939] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.238030] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.279076] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.327254] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-30T20:36:04.327342] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=64.8285%)
[2025-12-30T20:36:04.327536] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-30T20:36:04.327601] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-30T20:36:04.328847] [INFO ] [main      ] Progress: 190/412 forecasts completed (46.1%). RGCO finished in 0.7s. ETA: 38.2s. Rate: 348.81 forecasts/min
[2025-12-30T20:36:04.340346] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:04.341422] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-30T20:36:04.341473] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-30T20:36:04.341505] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-30T20:36:04.342638] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:04.342699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:04.348641] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.348963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:04.351554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:04.352318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:36:04.353861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:04.366658] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.367874] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-30T20:36:04.367943] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=52.5799%)
[2025-12-30T20:36:04.368502] [INFO ] [main      ] Progress: 191/412 forecasts completed (46.4%). FSLY finished in 0.6s. ETA: 37.9s. Rate: 350.22 forecasts/min
[2025-12-30T20:36:04.368664] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-30T20:36:04.368762] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-30T20:36:04.381765] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:04.383111] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-30T20:36:04.383185] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-30T20:36:04.383218] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-30T20:36:04.384227] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:04.384297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:04.447887] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-30T20:36:04.447957] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=59.9078%)
[2025-12-30T20:36:04.448362] [INFO ] [main      ] Progress: 192/412 forecasts completed (46.6%). EVTC finished in 0.6s. ETA: 37.6s. Rate: 351.20 forecasts/min
[2025-12-30T20:36:04.448500] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-30T20:36:04.448556] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-30T20:36:04.460535] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:04.461498] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-30T20:36:04.461554] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-30T20:36:04.461607] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-30T20:36:04.462415] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:04.462479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:04.465637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:04.468394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:04.502755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:04.504878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:04.505681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:04.520891] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.604414] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-30T20:36:04.604481] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=65.5839%)
[2025-12-30T20:36:04.604856] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-30T20:36:04.604907] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-30T20:36:04.606652] [INFO ] [main      ] Progress: 193/412 forecasts completed (46.8%). ATRC finished in 0.6s. ETA: 37.4s. Rate: 351.33 forecasts/min
[2025-12-30T20:36:04.617352] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:04.618245] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-30T20:36:04.618303] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-30T20:36:04.618334] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-30T20:36:04.619190] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:04.619251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:04.624172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:04.625962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:04.626442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:04.719926] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.824547] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.861816] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.899551] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.964951] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-30
[2025-12-30T20:36:04.972045] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-30T20:36:04.972124] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=50.639%)
[2025-12-30T20:36:04.972287] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-30T20:36:04.972332] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-30T20:36:04.973665] [INFO ] [main      ] Progress: 194/412 forecasts completed (47.1%). BHFAO finished in 0.6s. ETA: 37.5s. Rate: 349.26 forecasts/min
[2025-12-30T20:36:04.984767] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:04.985619] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-30T20:36:04.985682] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-30T20:36:04.985715] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-30T20:36:04.986565] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:04.986649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:04.988549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:04.989154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:04.989707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:04.990226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:04.991107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:04.993192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:04.992809] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:04.997376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:04.998476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.040193] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.114720] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-30T20:36:05.114792] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=61.4139%)
[2025-12-30T20:36:05.115146] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-30T20:36:05.115199] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-30T20:36:05.115450] [INFO ] [main      ] Progress: 195/412 forecasts completed (47.3%). TSL finished in 0.7s. ETA: 37.2s. Rate: 349.58 forecasts/min
[2025-12-30T20:36:05.121485] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-30T20:36:05.121550] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.4542%)
[2025-12-30T20:36:05.121948] [INFO ] [main      ] Progress: 196/412 forecasts completed (47.6%). HEI finished in 0.7s. ETA: 36.9s. Rate: 351.30 forecasts/min
[2025-12-30T20:36:05.122076] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-30T20:36:05.122118] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-30T20:36:05.126642] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.127803] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-30T20:36:05.127862] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-30T20:36:05.127893] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-30T20:36:05.129063] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:05.129126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:05.133852] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.134557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:05.134615] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-30T20:36:05.134667] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-30T20:36:05.134698] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-30T20:36:05.135489] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:05.135551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:05.137305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:05.137482] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.137842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:05.140847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:05.143030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:05.161740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.232405] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-30T20:36:05.232470] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=2.67% (Conf=52.8901%)
[2025-12-30T20:36:05.232918] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-30T20:36:05.232971] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-30T20:36:05.233664] [INFO ] [main      ] Progress: 197/412 forecasts completed (47.8%). DIOD finished in 0.6s. ETA: 36.7s. Rate: 351.92 forecasts/min
[2025-12-30T20:36:05.244145] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.245161] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-30T20:36:05.245214] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-30T20:36:05.245563] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-30T20:36:05.246384] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:05.246446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:05.248142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:05.248686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:05.249181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:05.249571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:05.250814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:05.253031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:05.253491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.259217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.360077] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-30
[2025-12-30T20:36:05.506933] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-30
[2025-12-30T20:36:05.539618] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.593908] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-30
[2025-12-30T20:36:05.653631] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-30
[2025-12-30T20:36:05.653966] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-30T20:36:05.654032] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=51.7198%)
[2025-12-30T20:36:05.654192] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-30T20:36:05.654235] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-30T20:36:05.655667] [INFO ] [main      ] Progress: 198/412 forecasts completed (48.1%). MCRI finished in 0.7s. ETA: 36.8s. Rate: 349.31 forecasts/min
[2025-12-30T20:36:05.665517] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.666710] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-30T20:36:05.666769] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-30T20:36:05.666800] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-30T20:36:05.667602] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:05.667666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:05.677108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:05.679039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:05.679529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:05.679992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:05.680778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:05.682059] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.683154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:05.684338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:05.685084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:05.685801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.741855] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-30T20:36:05.741929] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=50.6972%)
[2025-12-30T20:36:05.742358] [INFO ] [main      ] Progress: 199/412 forecasts completed (48.3%). BLE finished in 0.6s. ETA: 36.5s. Rate: 350.19 forecasts/min
[2025-12-30T20:36:05.742512] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-30T20:36:05.742558] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-30T20:36:05.756057] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.757101] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-30T20:36:05.757155] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-30T20:36:05.757185] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-30T20:36:05.758026] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:05.758088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:05.759782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:05.760885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:05.772563] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.811517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.834697] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:05.872852] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-30T20:36:05.872935] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=53.4824%)
[2025-12-30T20:36:05.873425] [INFO ] [main      ] Fetching symbol history for URBN...
[2025-12-30T20:36:05.873486] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2025-12-30T20:36:05.875652] [INFO ] [main      ] Progress: 200/412 forecasts completed (48.5%). MRK finished in 0.6s. ETA: 36.3s. Rate: 350.58 forecasts/min
[2025-12-30T20:36:05.886206] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.887349] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2025-12-30T20:36:05.887400] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2025-12-30T20:36:05.887431] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2025-12-30T20:36:05.888216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:05.888278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:05.890095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:05.890669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:05.891132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:05.892249] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-30T20:36:05.892314] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=63.3303%)
[2025-12-30T20:36:05.892702] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-30T20:36:05.892754] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-30T20:36:05.893619] [INFO ] [main      ] Progress: 201/412 forecasts completed (48.8%). SVC finished in 0.8s. ETA: 36.0s. Rate: 352.14 forecasts/min
[2025-12-30T20:36:05.903557] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:05.904421] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-30T20:36:05.904472] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-30T20:36:05.904502] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-30T20:36:05.905289] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:05.905347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:05.906071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:05.906719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:05.909456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:06.037434] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.153394] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.213169] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.239759] [DEBUG] [MAG       ] URBN: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.252513] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.277328] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-30T20:36:06.277394] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=55.6902%)
[2025-12-30T20:36:06.277585] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-30T20:36:06.277632] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-30T20:36:06.278666] [INFO ] [main      ] Progress: 202/412 forecasts completed (49.0%). ACCO finished in 0.6s. ETA: 36.0s. Rate: 349.96 forecasts/min
[2025-12-30T20:36:06.289739] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:06.290673] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-30T20:36:06.290728] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-30T20:36:06.290759] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-30T20:36:06.291592] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:06.291656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:06.292514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:06.331503] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.397425] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-30T20:36:06.397501] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-4.79% (Conf=52.6574%)
[2025-12-30T20:36:06.397888] [INFO ] [main      ] Progress: 203/412 forecasts completed (49.3%). TROX finished in 0.7s. ETA: 35.8s. Rate: 350.49 forecasts/min
[2025-12-30T20:36:06.398017] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-30T20:36:06.398060] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-30T20:36:06.402979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:06.404193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:06.406943] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.408567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:06.410101] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:06.411102] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-30T20:36:06.411156] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-30T20:36:06.411187] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-30T20:36:06.411661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:06.412055] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:06.412115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:06.414636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:06.429038] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.514867] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2025-12-30T20:36:06.514934] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=50.7696%)
[2025-12-30T20:36:06.515287] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-30T20:36:06.515337] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-30T20:36:06.516657] [INFO ] [main      ] Progress: 204/412 forecasts completed (49.5%). URBN finished in 0.6s. ETA: 35.6s. Rate: 351.01 forecasts/min
[2025-12-30T20:36:06.519127] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-30T20:36:06.519206] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=62.5283%)
[2025-12-30T20:36:06.519616] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-30T20:36:06.519670] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-30T20:36:06.520630] [INFO ] [main      ] Progress: 205/412 forecasts completed (49.8%). AEVA finished in 0.6s. ETA: 35.2s. Rate: 352.69 forecasts/min
[2025-12-30T20:36:06.527168] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:06.528115] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-30T20:36:06.528175] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-30T20:36:06.528209] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-30T20:36:06.529086] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:06.529162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:06.531014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:06.531563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:06.531823] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:06.532084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:06.532706] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-30T20:36:06.532767] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-30T20:36:06.532800] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-30T20:36:06.532842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:06.533716] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:06.533780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:06.538863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:06.541564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:06.542469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:06.543570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:06.546482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:06.757212] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.768319] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.876523] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.889524] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-30
[2025-12-30T20:36:06.924635] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.944823] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:06.993994] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-30T20:36:06.994064] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=66.006%)
[2025-12-30T20:36:06.994225] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-30T20:36:06.994268] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-30T20:36:06.994905] [INFO ] [main      ] Progress: 206/412 forecasts completed (50.0%). EBC finished in 0.7s. ETA: 35.3s. Rate: 349.66 forecasts/min
[2025-12-30T20:36:07.005499] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.006613] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-30T20:36:07.006666] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-30T20:36:07.006697] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-30T20:36:07.007483] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:07.007543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:07.009259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:07.009801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:07.010207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:07.011001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:07.012748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.020636] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-30T20:36:07.020703] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=55.1091%)
[2025-12-30T20:36:07.021057] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-30T20:36:07.021107] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-30T20:36:07.021942] [INFO ] [main      ] Progress: 207/412 forecasts completed (50.2%). CMCSA finished in 0.6s. ETA: 35.0s. Rate: 351.09 forecasts/min
[2025-12-30T20:36:07.033397] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.034223] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-30T20:36:07.034274] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-30T20:36:07.034304] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-30T20:36:07.035108] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:07.035166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:07.037548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.041684] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.062637] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.121537] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-30T20:36:07.121623] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=4.70% (Conf=54.3835%)
[2025-12-30T20:36:07.122008] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-30T20:36:07.122058] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-30T20:36:07.123660] [INFO ] [main      ] Progress: 208/412 forecasts completed (50.5%). HYMC finished in 0.6s. ETA: 34.8s. Rate: 351.77 forecasts/min
[2025-12-30T20:36:07.133735] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.134648] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-30T20:36:07.134699] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-30T20:36:07.134730] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-30T20:36:07.135501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:07.135562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:07.137268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:07.137806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:07.138205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:07.139011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:07.141299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:07.142964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.215202] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-30T20:36:07.215286] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=60.6254%)
[2025-12-30T20:36:07.215712] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-30T20:36:07.215770] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-30T20:36:07.216666] [INFO ] [main      ] Progress: 209/412 forecasts completed (50.7%). PEN finished in 0.7s. ETA: 34.5s. Rate: 352.54 forecasts/min
[2025-12-30T20:36:07.227199] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.228196] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-30T20:36:07.228250] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-30T20:36:07.228283] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-30T20:36:07.233768] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:07.233859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:07.239261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:07.282112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:07.285486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:07.305255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.371183] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-30
[2025-12-30T20:36:07.383986] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-30
[2025-12-30T20:36:07.483063] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-30
[2025-12-30T20:36:07.547448] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.550485] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.619138] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-30T20:36:07.619208] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=43.1255%)
[2025-12-30T20:36:07.619735] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-30T20:36:07.619790] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-30T20:36:07.619771] [INFO ] [main      ] Progress: 210/412 forecasts completed (51.0%). BEP finished in 0.6s. ETA: 34.6s. Rate: 350.26 forecasts/min
[2025-12-30T20:36:07.632691] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.633588] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-30T20:36:07.633647] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-30T20:36:07.633679] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-30T20:36:07.634525] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:07.634607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:07.635367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:07.652285] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.661692] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-30T20:36:07.661755] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=52.7731%)
[2025-12-30T20:36:07.662061] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-30T20:36:07.662110] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-30T20:36:07.663035] [INFO ] [main      ] Progress: 211/412 forecasts completed (51.2%). SYNA finished in 0.6s. ETA: 34.3s. Rate: 351.50 forecasts/min
[2025-12-30T20:36:07.672148] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-30
[2025-12-30T20:36:07.674408] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.676052] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-30T20:36:07.676109] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-30T20:36:07.676140] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-30T20:36:07.676939] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:07.676999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:07.679353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.681985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:07.684441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:07.688727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.815825] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-30T20:36:07.815902] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=51.7231%)
[2025-12-30T20:36:07.816274] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-30T20:36:07.816325] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-30T20:36:07.816657] [INFO ] [main      ] Progress: 212/412 forecasts completed (51.5%). VRTX finished in 0.7s. ETA: 34.1s. Rate: 351.67 forecasts/min
[2025-12-30T20:36:07.827510] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.828481] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-30T20:36:07.828537] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-30T20:36:07.828568] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-30T20:36:07.829375] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:07.829436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:07.834236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:07.850738] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:07.931942] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-30T20:36:07.932023] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=51.8734%)
[2025-12-30T20:36:07.932417] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-30T20:36:07.932471] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-30T20:36:07.932652] [INFO ] [main      ] Progress: 213/412 forecasts completed (51.7%). COYA finished in 0.7s. ETA: 33.9s. Rate: 352.20 forecasts/min
[2025-12-30T20:36:07.942829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:07.944274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:07.944776] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:07.945916] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-30T20:36:07.945986] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-30T20:36:07.946021] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-30T20:36:07.946885] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:07.946966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:07.952389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:07.954258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:07.997059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:07.998712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:08.001766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:08.003959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:08.005501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.027882] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.034078] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.197985] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.210612] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.259955] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-30T20:36:08.260023] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=49.2825%)
[2025-12-30T20:36:08.260603] [INFO ] [main      ] Progress: 214/412 forecasts completed (51.9%). NXGL finished in 0.6s. ETA: 33.9s. Rate: 350.68 forecasts/min
[2025-12-30T20:36:08.260812] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-30T20:36:08.260865] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-30T20:36:08.273597] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.277515] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-30T20:36:08.277588] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-30T20:36:08.277623] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-30T20:36:08.278419] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:08.278477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:08.279507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.287667] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.300344] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-30T20:36:08.300412] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=55.1157%)
[2025-12-30T20:36:08.300592] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-30T20:36:08.300640] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-30T20:36:08.300867] [INFO ] [main      ] Progress: 215/412 forecasts completed (52.2%). MBIN finished in 0.7s. ETA: 33.6s. Rate: 351.93 forecasts/min
[2025-12-30T20:36:08.312320] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.313303] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-30T20:36:08.313356] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-30T20:36:08.313387] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-30T20:36:08.314263] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:08.314703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:08.316650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:08.317212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:08.317637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:08.354789] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.359158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:08.360052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.455323] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.529466] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.550333] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-30T20:36:08.550400] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=55.3015%)
[2025-12-30T20:36:08.550780] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-30T20:36:08.551668] [INFO ] [main      ] Progress: 216/412 forecasts completed (52.4%). PTF finished in 0.7s. ETA: 33.5s. Rate: 351.17 forecasts/min
[2025-12-30T20:36:08.550832] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-30T20:36:08.565038] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.566013] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-30T20:36:08.566069] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-30T20:36:08.566101] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-30T20:36:08.566894] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:08.566954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:08.568679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:08.569245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:08.569716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:08.570112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:08.571018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:08.573397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.602409] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-30T20:36:08.602481] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=55.7169%)
[2025-12-30T20:36:08.602692] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-30T20:36:08.602757] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-30T20:36:08.604834] [INFO ] [main      ] Progress: 217/412 forecasts completed (52.7%). ARCO finished in 0.7s. ETA: 33.2s. Rate: 352.29 forecasts/min
[2025-12-30T20:36:08.614823] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.615956] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-30T20:36:08.616015] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-30T20:36:08.616048] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-30T20:36:08.616885] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:08.616950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:08.618852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:08.619419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:08.619857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:08.632383] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.722936] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.743761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.804925] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.866114] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-30T20:36:08.866180] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=3.05% (Conf=47.9484%)
[2025-12-30T20:36:08.866563] [INFO ] [main      ] Progress: 218/412 forecasts completed (52.9%). AMPG finished in 0.6s. ETA: 33.1s. Rate: 351.42 forecasts/min
[2025-12-30T20:36:08.866706] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-30T20:36:08.866748] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-30T20:36:08.878350] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.879345] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-30T20:36:08.879404] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-30T20:36:08.879436] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-30T20:36:08.880263] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:08.880325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:08.882192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:08.882736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:08.883752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:08.903910] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:08.918779] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-30
[2025-12-30T20:36:08.963470] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-30T20:36:08.963550] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2025-12-30T20:36:08.963779] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-30T20:36:08.963836] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-30T20:36:08.964877] [INFO ] [main      ] Progress: 219/412 forecasts completed (53.2%). IGSB finished in 0.7s. ETA: 32.9s. Rate: 352.10 forecasts/min
[2025-12-30T20:36:08.975894] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:08.976925] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-30T20:36:08.976982] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-30T20:36:08.977012] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-30T20:36:08.977845] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:08.977907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:08.979699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:08.980436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:08.980918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:08.982459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:09.063845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.087876] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:09.121675] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.149505] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-30T20:36:09.149599] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=59.9368%)
[2025-12-30T20:36:09.149970] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-30T20:36:09.150032] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-30T20:36:09.150674] [INFO ] [main      ] Progress: 220/412 forecasts completed (53.4%). COTY finished in 0.6s. ETA: 32.7s. Rate: 351.96 forecasts/min
[2025-12-30T20:36:09.161425] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:09.162511] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-30T20:36:09.162563] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-30T20:36:09.162613] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-30T20:36:09.163405] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:09.163466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:09.168344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:09.170861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:09.171860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:09.174518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:09.180332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.223090] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.298881] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:09.393800] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:09.402605] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-30T20:36:09.402674] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=59.2726%)
[2025-12-30T20:36:09.403118] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-30T20:36:09.403170] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-30T20:36:09.403658] [INFO ] [main      ] Progress: 221/412 forecasts completed (53.6%). CF finished in 0.8s. ETA: 32.6s. Rate: 351.19 forecasts/min
[2025-12-30T20:36:09.415503] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:09.417266] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-30T20:36:09.417358] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.417318] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-30T20:36:09.417706] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-30T20:36:09.418476] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:09.418535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:09.419331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:09.420405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:09.422215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:09.423885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.453512] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-30T20:36:09.453602] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=46.355%)
[2025-12-30T20:36:09.453976] [INFO ] [main      ] Progress: 222/412 forecasts completed (53.9%). HTD finished in 0.6s. ETA: 32.4s. Rate: 352.31 forecasts/min
[2025-12-30T20:36:09.454158] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-30T20:36:09.454205] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-30T20:36:09.465499] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:09.466463] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-30T20:36:09.466520] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-30T20:36:09.466551] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-30T20:36:09.467385] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:09.467447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:09.472292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:09.473256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:09.474934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:09.531517] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.549772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:09.552870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:09.554004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.585461] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:09.640364] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-30T20:36:09.640431] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=61.4774%)
[2025-12-30T20:36:09.640890] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-30T20:36:09.640943] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-30T20:36:09.641671] [INFO ] [main      ] Progress: 223/412 forecasts completed (54.1%). CGEN finished in 0.7s. ETA: 32.2s. Rate: 352.15 forecasts/min
[2025-12-30T20:36:09.652317] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:09.653283] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-30T20:36:09.653334] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-30T20:36:09.653366] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-30T20:36:09.654188] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:09.654251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:09.656006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:09.656518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:09.706194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:09.709961] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:09.724547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:09.726054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:09.727786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.775102] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.810657] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-30T20:36:09.810728] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=72.3159%)
[2025-12-30T20:36:09.811113] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-30T20:36:09.811166] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-30T20:36:09.811658] [INFO ] [main      ] Progress: 224/412 forecasts completed (54.4%). PHIN finished in 0.7s. ETA: 32.0s. Rate: 352.15 forecasts/min
[2025-12-30T20:36:09.823730] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:09.824688] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-30T20:36:09.824746] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-30T20:36:09.824780] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-30T20:36:09.825634] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:09.825695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:09.827518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:09.828080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:09.828482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:09.830394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:09.831459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:09.924898] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-30
[2025-12-30T20:36:09.944020] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.074018] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-30T20:36:10.074084] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-8.02% (Conf=59.4912%)
[2025-12-30T20:36:10.074395] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-30T20:36:10.074445] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-30T20:36:10.075336] [INFO ] [main      ] Progress: 225/412 forecasts completed (54.6%). DKS finished in 0.7s. ETA: 31.9s. Rate: 351.30 forecasts/min
[2025-12-30T20:36:10.085707] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.086663] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-30T20:36:10.086720] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-30T20:36:10.086751] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-30T20:36:10.087549] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:10.087627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:10.095115] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.100762] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.126038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:10.127323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:10.129151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:10.131832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:10.170768] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-30T20:36:10.170836] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=55.3167%)
[2025-12-30T20:36:10.171198] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-30T20:36:10.171251] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-30T20:36:10.171662] [INFO ] [main      ] Progress: 226/412 forecasts completed (54.9%). AUDC finished in 0.7s. ETA: 31.7s. Rate: 351.98 forecasts/min
[2025-12-30T20:36:10.182719] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.183847] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-30T20:36:10.183920] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-30T20:36:10.183954] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-30T20:36:10.184774] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-30T20:36:10.184851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:10.185743] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.186709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:10.187257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:10.187682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:10.189442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:10.230925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:10.232051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:10.233261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:10.235536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:10.255033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:10.256554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:10.258131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:10.273160] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.368832] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.417884] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-30T20:36:10.417956] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=61.376%)
[2025-12-30T20:36:10.418328] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-30T20:36:10.418375] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-30T20:36:10.419661] [INFO ] [main      ] Progress: 227/412 forecasts completed (55.1%). KEYS finished in 0.8s. ETA: 31.6s. Rate: 351.27 forecasts/min
[2025-12-30T20:36:10.431394] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.433307] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-30T20:36:10.433364] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-30T20:36:10.433395] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-30T20:36:10.434295] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:10.434358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:10.439325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:10.441167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:10.441707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:10.442834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:10.444850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:10.467721] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-30T20:36:10.467789] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=67.3245%)
[2025-12-30T20:36:10.468161] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-30T20:36:10.468212] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-30T20:36:10.468656] [INFO ] [main      ] Progress: 228/412 forecasts completed (55.3%). FOA finished in 0.7s. ETA: 31.3s. Rate: 352.37 forecasts/min
[2025-12-30T20:36:10.479908] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.481027] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-30T20:36:10.481081] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-30T20:36:10.481111] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-30T20:36:10.481926] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:10.481988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:10.486476] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.487022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:10.489052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:10.489597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:10.490023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:10.628268] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.656687] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.776411] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-30T20:36:10.776483] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=62.3143%)
[2025-12-30T20:36:10.776899] [INFO ] [main      ] Progress: 229/412 forecasts completed (55.6%). MRVL finished in 0.7s. ETA: 31.3s. Rate: 351.13 forecasts/min
[2025-12-30T20:36:10.777037] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-30T20:36:10.777081] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-30T20:36:10.788406] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.789457] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-30T20:36:10.789509] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-30T20:36:10.789541] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-30T20:36:10.790374] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:10.790437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:10.795261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:10.797068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:10.797548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:10.797973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:10.798883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:10.799845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:10.800526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:10.804643] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:10.808724] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.847682] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-30
[2025-12-30T20:36:10.958311] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-30T20:36:10.958378] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=25.2952%)
[2025-12-30T20:36:10.958788] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-30T20:36:10.958843] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-30T20:36:10.960681] [INFO ] [main      ] Progress: 230/412 forecasts completed (55.8%). EOD finished in 0.8s. ETA: 31.1s. Rate: 351.02 forecasts/min
[2025-12-30T20:36:10.971727] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:10.972870] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-30T20:36:10.972924] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-30T20:36:10.972957] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-30T20:36:10.973806] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:10.973888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:10.991717] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.013150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:11.014701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:11.016131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.022959] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.066438] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-30T20:36:11.066513] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-4.21% (Conf=50.6472%)
[2025-12-30T20:36:11.066694] [INFO ] [main      ] Fetching symbol history for TWG...
[2025-12-30T20:36:11.066740] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2025-12-30T20:36:11.068657] [INFO ] [main      ] Progress: 231/412 forecasts completed (56.1%). LSPD finished in 0.6s. ETA: 30.9s. Rate: 351.58 forecasts/min
[2025-12-30T20:36:11.078302] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.079293] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2025-12-30T20:36:11.079354] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2025-12-30T20:36:11.079386] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2025-12-30T20:36:11.080291] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:11.080354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:11.081130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:11.137976] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-30
[2025-12-30T20:36:11.150098] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-30T20:36:11.150166] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=56.7246%)
[2025-12-30T20:36:11.150524] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-30T20:36:11.150594] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-30T20:36:11.150645] [INFO ] [main      ] Progress: 232/412 forecasts completed (56.3%). SMTC finished in 0.7s. ETA: 30.6s. Rate: 352.37 forecasts/min
[2025-12-30T20:36:11.161915] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.162895] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-30T20:36:11.162956] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-30T20:36:11.162995] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-30T20:36:11.163855] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:11.163915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:11.168911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:11.205517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.281067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:11.282914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.325500] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.380647] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-30
[2025-12-30T20:36:11.495716] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-30T20:36:11.495802] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=63.5582%)
[2025-12-30T20:36:11.496192] [INFO ] [main      ] Progress: 233/412 forecasts completed (56.6%). ULTA finished in 0.7s. ETA: 30.6s. Rate: 350.82 forecasts/min
[2025-12-30T20:36:11.496332] [INFO ] [main      ] Fetching symbol history for GBX...
[2025-12-30T20:36:11.496376] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2025-12-30T20:36:11.507917] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.509086] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2025-12-30T20:36:11.509143] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2025-12-30T20:36:11.509176] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2025-12-30T20:36:11.510153] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:11.510229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:11.512059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:11.512604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:11.513023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:11.513825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:11.514695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:11.517143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.548015] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.562615] [DEBUG] [MAG       ] TWG: Last date is validated at 2025-12-30
[2025-12-30T20:36:11.624789] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-30
[2025-12-30T20:36:11.641306] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-30T20:36:11.641381] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=48.5815%)
[2025-12-30T20:36:11.641753] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-30T20:36:11.641804] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-30T20:36:11.642628] [INFO ] [main      ] Progress: 234/412 forecasts completed (56.8%). PKX finished in 0.7s. ETA: 30.4s. Rate: 351.03 forecasts/min
[2025-12-30T20:36:11.653037] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.654218] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-30T20:36:11.654269] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-30T20:36:11.654300] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-30T20:36:11.655102] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:11.655163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:11.703430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:11.706482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.739861] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.799298] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:11.883170] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-30T20:36:11.883237] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=53.2489%)
[2025-12-30T20:36:11.883636] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-30T20:36:11.883690] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-30T20:36:11.884658] [INFO ] [main      ] Progress: 235/412 forecasts completed (57.0%). DRIO finished in 0.7s. ETA: 30.3s. Rate: 350.41 forecasts/min
[2025-12-30T20:36:11.886641] [DEBUG] [MAG       ] GBX: Last date is validated at 2025-12-30
[2025-12-30T20:36:11.895733] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.896663] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-30T20:36:11.896715] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-30T20:36:11.896749] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-30T20:36:11.897547] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:11.897627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:11.905017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:11.906919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:11.907419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:11.909471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:11.910240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:11.911794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:11.950519] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2025-12-30T20:36:11.950605] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=-187.52% (Conf=18.2589%)
[2025-12-30T20:36:11.950771] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-30T20:36:11.950816] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-30T20:36:11.954373] [INFO ] [main      ] Progress: 236/412 forecasts completed (57.3%). TWG finished in 0.9s. ETA: 30.1s. Rate: 351.29 forecasts/min
[2025-12-30T20:36:11.965674] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:11.966483] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-30T20:36:11.966543] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-30T20:36:11.966601] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-30T20:36:11.967673] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:11.967734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:11.969502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:11.970056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:11.970508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:11.974393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:11.975128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:11.976282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:11.978264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.062179] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.074710] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.175807] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2025-12-30T20:36:12.175874] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=41.182%)
[2025-12-30T20:36:12.176223] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-30T20:36:12.176273] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-30T20:36:12.176664] [INFO ] [main      ] Progress: 237/412 forecasts completed (57.5%). GBX finished in 0.7s. ETA: 29.9s. Rate: 350.85 forecasts/min
[2025-12-30T20:36:12.187485] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:12.188643] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-30T20:36:12.188713] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-30T20:36:12.188745] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-30T20:36:12.189536] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:12.189622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:12.191342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:12.191866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:12.192258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:12.193167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:12.245814] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.273716] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.302062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:12.304789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.334297] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.357315] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-30T20:36:12.357381] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-2.35% (Conf=58.1687%)
[2025-12-30T20:36:12.357763] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-30T20:36:12.357814] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-30T20:36:12.358655] [INFO ] [main      ] Progress: 238/412 forecasts completed (57.8%). HALO finished in 0.7s. ETA: 29.8s. Rate: 350.75 forecasts/min
[2025-12-30T20:36:12.370443] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:12.371511] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-30T20:36:12.371562] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-30T20:36:12.371621] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-30T20:36:12.372399] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:12.372460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:12.377254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:12.379069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:12.379537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:12.380001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:12.380389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:12.381282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:12.383675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:12.422230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.438984] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.514111] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.528528] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-30T20:36:12.528637] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=3.26% (Conf=43.9866%)
[2025-12-30T20:36:12.528840] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-30T20:36:12.528886] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-30T20:36:12.530075] [INFO ] [main      ] Progress: 239/412 forecasts completed (58.0%). MAXI finished in 0.6s. ETA: 29.6s. Rate: 350.75 forecasts/min
[2025-12-30T20:36:12.542937] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:12.543928] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-30T20:36:12.543989] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-30T20:36:12.544020] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-30T20:36:12.544815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:12.544873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:12.549742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:12.551548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:12.552044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:12.552429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.597593] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-30T20:36:12.597665] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=2.69% (Conf=60.8799%)
[2025-12-30T20:36:12.598039] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-30T20:36:12.598092] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-30T20:36:12.598647] [INFO ] [main      ] Progress: 240/412 forecasts completed (58.3%). PRAA finished in 0.6s. ETA: 29.3s. Rate: 351.63 forecasts/min
[2025-12-30T20:36:12.610483] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:12.611299] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-30T20:36:12.611352] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-30T20:36:12.611385] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-30T20:36:12.612217] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:12.612279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:12.617321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:12.620501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:12.621755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:12.625886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.661072] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.769591] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.834916] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.891893] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-30
[2025-12-30T20:36:12.903222] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-30T20:36:12.903297] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=53.0749%)
[2025-12-30T20:36:12.903453] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-30T20:36:12.903497] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-30T20:36:12.904658] [INFO ] [main      ] Progress: 241/412 forecasts completed (58.5%). HBNC finished in 0.7s. ETA: 29.3s. Rate: 350.47 forecasts/min
[2025-12-30T20:36:12.914685] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:12.915897] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-30T20:36:12.915950] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-30T20:36:12.915981] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-30T20:36:12.916769] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:12.916845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:12.939813] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:12.966901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:12.970199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:12.971679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:12.972808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:12.986228] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-30
[2025-12-30T20:36:13.034886] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-30T20:36:13.034950] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=57.6575%)
[2025-12-30T20:36:13.035290] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-30T20:36:13.035340] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-30T20:36:13.035665] [INFO ] [main      ] Progress: 242/412 forecasts completed (58.7%). LKQ finished in 0.7s. ETA: 29.1s. Rate: 350.81 forecasts/min
[2025-12-30T20:36:13.046804] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.047725] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-30T20:36:13.047777] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-30T20:36:13.047808] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-30T20:36:13.048642] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:13.048724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:13.053514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:13.055319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:13.055813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:13.056200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:13.056940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.060622] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.127668] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-30T20:36:13.127739] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=59.6899%)
[2025-12-30T20:36:13.128126] [INFO ] [main      ] Progress: 243/412 forecasts completed (59.0%). GTY finished in 0.6s. ETA: 28.8s. Rate: 351.48 forecasts/min
[2025-12-30T20:36:13.128250] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-30T20:36:13.128293] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-30T20:36:13.139516] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.140536] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-30T20:36:13.140605] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-30T20:36:13.140638] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-30T20:36:13.141400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:13.141459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:13.158789] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.252626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:13.253666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:13.254311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:13.257953] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-30T20:36:13.258032] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=58.5019%)
[2025-12-30T20:36:13.258415] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-30T20:36:13.258468] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-30T20:36:13.259303] [INFO ] [main      ] Progress: 244/412 forecasts completed (59.2%). PEG finished in 0.7s. ETA: 28.7s. Rate: 351.81 forecasts/min
[2025-12-30T20:36:13.259203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.270320] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.271454] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-30T20:36:13.271508] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-30T20:36:13.271540] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-30T20:36:13.272413] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:13.272476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:13.274273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:13.274836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:13.275338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:13.276049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.324112] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-30
[2025-12-30T20:36:13.406059] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-30
[2025-12-30T20:36:13.496919] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.583370] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-30T20:36:13.583437] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=64.553%)
[2025-12-30T20:36:13.583631] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-30T20:36:13.583679] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-30T20:36:13.584668] [INFO ] [main      ] Progress: 245/412 forecasts completed (59.5%). MGA finished in 0.7s. ETA: 28.6s. Rate: 350.51 forecasts/min
[2025-12-30T20:36:13.587467] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.594525] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.595441] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-30T20:36:13.595505] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-30T20:36:13.595538] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-30T20:36:13.596328] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:13.596392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:13.601537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:13.602434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:13.603158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:13.603795] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-30
[2025-12-30T20:36:13.605482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:13.606143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:13.607388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:13.609136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:13.610554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:13.611603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.635267] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-30
[2025-12-30T20:36:13.643907] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-30T20:36:13.643975] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.9399%)
[2025-12-30T20:36:13.644311] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-30T20:36:13.644362] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-30T20:36:13.644682] [INFO ] [main      ] Progress: 246/412 forecasts completed (59.7%). VCSH finished in 0.6s. ETA: 28.3s. Rate: 351.44 forecasts/min
[2025-12-30T20:36:13.655820] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.656896] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-30T20:36:13.656948] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-30T20:36:13.656979] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-30T20:36:13.657811] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:13.657875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:13.658643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:13.775008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:13.777448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:13.779159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:13.780480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:13.780870] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.782339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:13.782843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:13.783996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:13.786134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:13.787847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.812532] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:13.845213] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-30T20:36:13.845282] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-8.85% (Conf=51.7373%)
[2025-12-30T20:36:13.845470] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-30T20:36:13.845521] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-30T20:36:13.846639] [INFO ] [main      ] Progress: 247/412 forecasts completed (60.0%). FNKO finished in 0.7s. ETA: 28.2s. Rate: 351.18 forecasts/min
[2025-12-30T20:36:13.857284] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.858429] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-30T20:36:13.858481] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-30T20:36:13.858512] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-30T20:36:13.859375] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:13.859436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:13.864319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:13.866189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:13.866689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:13.867086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:13.867960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.880087] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-30T20:36:13.880154] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=58.2656%)
[2025-12-30T20:36:13.880516] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-30T20:36:13.880600] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-30T20:36:13.880651] [INFO ] [main      ] Progress: 248/412 forecasts completed (60.2%). NFBK finished in 0.6s. ETA: 27.9s. Rate: 352.32 forecasts/min
[2025-12-30T20:36:13.892367] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:13.893216] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-30T20:36:13.893269] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-30T20:36:13.893301] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-30T20:36:13.894180] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:13.894241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:13.899414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:13.901274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:13.969991] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.139426] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.150705] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.207516] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.214495] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-30T20:36:14.214567] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=38.2694%)
[2025-12-30T20:36:14.214748] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-30T20:36:14.214793] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-30T20:36:14.216823] [INFO ] [main      ] Progress: 249/412 forecasts completed (60.4%). NXC finished in 0.6s. ETA: 27.9s. Rate: 350.95 forecasts/min
[2025-12-30T20:36:14.230492] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:14.232046] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-30T20:36:14.232108] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-30T20:36:14.232142] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-30T20:36:14.233000] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:14.233080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:14.239485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:14.241741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:14.242309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:14.267608] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.284556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:14.285969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:14.287972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:14.289130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:14.289846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:14.318522] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.375116] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.397017] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-30T20:36:14.397083] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=56.0922%)
[2025-12-30T20:36:14.397665] [INFO ] [main      ] Progress: 250/412 forecasts completed (60.7%). HOMB finished in 0.8s. ETA: 27.7s. Rate: 350.87 forecasts/min
[2025-12-30T20:36:14.397418] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-30T20:36:14.401252] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-30T20:36:14.412806] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:14.413675] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-30T20:36:14.413726] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-30T20:36:14.413757] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-30T20:36:14.414523] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:14.414601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:14.419394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:14.420364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:14.423060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:14.425031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:14.426102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:14.450018] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.457786] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-30T20:36:14.457851] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=43.6884%)
[2025-12-30T20:36:14.458010] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-30T20:36:14.458062] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-30T20:36:14.459808] [INFO ] [main      ] Progress: 251/412 forecasts completed (60.9%). NAAS finished in 0.6s. ETA: 27.5s. Rate: 351.76 forecasts/min
[2025-12-30T20:36:14.470906] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:14.471712] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-30T20:36:14.471765] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-30T20:36:14.471796] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-30T20:36:14.472551] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:14.472631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:14.477910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:14.478778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:14.479348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:14.513415] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-30T20:36:14.513483] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.9547%)
[2025-12-30T20:36:14.513676] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-30T20:36:14.513728] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-30T20:36:14.516223] [INFO ] [main      ] Progress: 252/412 forecasts completed (61.2%). KRNY finished in 0.6s. ETA: 27.2s. Rate: 352.69 forecasts/min
[2025-12-30T20:36:14.526127] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:14.526991] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-30T20:36:14.527043] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-30T20:36:14.527074] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-30T20:36:14.527952] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:14.528027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:14.530084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:14.530641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:14.535077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:14.645434] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.764634] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.816265] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.817276] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.902617] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-30T20:36:14.902688] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-4.21% (Conf=58.8046%)
[2025-12-30T20:36:14.902842] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-30T20:36:14.902884] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-30T20:36:14.904688] [INFO ] [main      ] Progress: 253/412 forecasts completed (61.4%). ATOM finished in 0.7s. ETA: 27.2s. Rate: 350.91 forecasts/min
[2025-12-30T20:36:14.914476] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:14.915368] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-30T20:36:14.915424] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-30T20:36:14.915455] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-30T20:36:14.916273] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:14.916335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:14.921176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:14.922971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:14.923456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:14.923867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:14.926200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:14.931466] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:14.933436] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-30
[2025-12-30T20:36:14.977086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:14.978110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:14.979219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:14.984709] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.005147] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-30T20:36:15.005212] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=52.4144%)
[2025-12-30T20:36:15.005543] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-30T20:36:15.005610] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-30T20:36:15.005669] [INFO ] [main      ] Progress: 254/412 forecasts completed (61.7%). MCI finished in 0.6s. ETA: 27.0s. Rate: 351.48 forecasts/min
[2025-12-30T20:36:15.017371] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.018488] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-30T20:36:15.018544] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-30T20:36:15.018598] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-30T20:36:15.022805] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:15.022899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:15.024826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:15.025367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:15.025778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:15.053472] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-30T20:36:15.053539] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-3.06% (Conf=62.9295%)
[2025-12-30T20:36:15.053947] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-30T20:36:15.053999] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-30T20:36:15.054653] [INFO ] [main      ] Progress: 255/412 forecasts completed (61.9%). SUNS finished in 0.6s. ETA: 26.7s. Rate: 352.47 forecasts/min
[2025-12-30T20:36:15.064978] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.065975] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-30T20:36:15.066027] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-30T20:36:15.066059] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-30T20:36:15.066858] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:15.066917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.071844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:15.072869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:15.074053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:15.075445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.075816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:15.077026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:15.077717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.107997] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.173672] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-30T20:36:15.173737] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=65.7706%)
[2025-12-30T20:36:15.174420] [INFO ] [main      ] Progress: 256/412 forecasts completed (62.1%). GTX finished in 0.7s. ETA: 26.5s. Rate: 352.87 forecasts/min
[2025-12-30T20:36:15.174541] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-30T20:36:15.174602] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-30T20:36:15.187279] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.189841] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-30T20:36:15.189894] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-30T20:36:15.189925] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-30T20:36:15.190751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:15.190811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.195614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:15.197431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:15.197943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:15.198333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:15.200731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:15.204569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.329851] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-30
[2025-12-30T20:36:15.418680] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-30
[2025-12-30T20:36:15.419921] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-30
[2025-12-30T20:36:15.499030] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.543150] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-30
[2025-12-30T20:36:15.571374] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-30T20:36:15.571442] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=51.1181%)
[2025-12-30T20:36:15.571614] [INFO ] [main      ] Fetching symbol history for ARBB...
[2025-12-30T20:36:15.571659] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2025-12-30T20:36:15.571911] [INFO ] [main      ] Progress: 257/412 forecasts completed (62.4%). QYLG finished in 0.7s. ETA: 26.5s. Rate: 351.05 forecasts/min
[2025-12-30T20:36:15.582140] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.583174] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2025-12-30T20:36:15.583224] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2025-12-30T20:36:15.583255] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2025-12-30T20:36:15.584038] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:15.584101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.588882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:15.589385] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.590643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:15.591119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:15.591592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:15.591999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:15.602047] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.670639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:15.671172] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-30T20:36:15.671252] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=5.84% (Conf=50.1663%)
[2025-12-30T20:36:15.671629] [INFO ] [main      ] Progress: 258/412 forecasts completed (62.6%). NABL finished in 0.7s. ETA: 26.3s. Rate: 351.62 forecasts/min
[2025-12-30T20:36:15.671765] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-30T20:36:15.671829] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-30T20:36:15.671916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:15.674129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:15.674968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-30T20:36:15.679305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.684265] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.685806] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-30T20:36:15.685864] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-30T20:36:15.685897] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-30T20:36:15.686746] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:15.686807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.692141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:15.693098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:15.693983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.710712] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:15.779405] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-30T20:36:15.779478] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-31.13% (Conf=29.7596%)
[2025-12-30T20:36:15.779864] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-30T20:36:15.779915] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-30T20:36:15.781691] [INFO ] [main      ] Progress: 259/412 forecasts completed (62.9%). CNSP finished in 0.7s. ETA: 26.1s. Rate: 352.10 forecasts/min
[2025-12-30T20:36:15.790803] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.791763] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-30T20:36:15.791815] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-30T20:36:15.791846] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-30T20:36:15.792633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:15.792695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.797473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:15.799303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:15.799802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:15.800208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:15.802694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:15.805402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:15.894131] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-30T20:36:15.894199] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=69.73% (Conf=58.5843%)
[2025-12-30T20:36:15.894586] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-30T20:36:15.894641] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-30T20:36:15.895665] [INFO ] [main      ] Progress: 260/412 forecasts completed (63.1%). TSDD finished in 0.7s. ETA: 25.9s. Rate: 352.55 forecasts/min
[2025-12-30T20:36:15.905800] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:15.906769] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-30T20:36:15.906828] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-30T20:36:15.906862] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-30T20:36:15.907682] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:15.907759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:15.912768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:15.914614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:15.915114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:15.915514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:16.027176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:16.027737] [DEBUG] [MAG       ] ARBB: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.028647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:16.030955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:16.031449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:16.032643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:16.034681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:16.059570] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.151394] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.199767] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.241199] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.297836] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2025-12-30T20:36:16.297902] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=40.5193%)
[2025-12-30T20:36:16.298066] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-30T20:36:16.298109] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-30T20:36:16.298934] [INFO ] [main      ] Progress: 261/412 forecasts completed (63.3%). ARBB finished in 0.7s. ETA: 25.8s. Rate: 350.71 forecasts/min
[2025-12-30T20:36:16.309111] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.309969] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-30T20:36:16.310021] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-30T20:36:16.310055] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-30T20:36:16.310868] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:16.310929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:16.315782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:16.317532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:16.318024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:16.321229] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.331759] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-30T20:36:16.331826] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=36.3287%)
[2025-12-30T20:36:16.332208] [INFO ] [main      ] Progress: 262/412 forecasts completed (63.6%). WBTN finished in 0.7s. ETA: 25.6s. Rate: 351.79 forecasts/min
[2025-12-30T20:36:16.332340] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-30T20:36:16.332383] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-30T20:36:16.344007] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.345826] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-30T20:36:16.345878] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-30T20:36:16.345910] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-30T20:36:16.346745] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:16.346817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:16.348560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:16.349156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:16.351593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:16.352676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:16.357185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:16.358649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:16.359246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:16.360456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:16.360471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:16.366419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:16.378489] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.384119] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-30T20:36:16.384192] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=56.5313%)
[2025-12-30T20:36:16.384526] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-30T20:36:16.384592] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-30T20:36:16.385516] [INFO ] [main      ] Progress: 263/412 forecasts completed (63.8%). SIEB finished in 0.6s. ETA: 25.3s. Rate: 352.71 forecasts/min
[2025-12-30T20:36:16.396791] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.397599] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-30T20:36:16.397650] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-30T20:36:16.397681] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-30T20:36:16.398453] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:16.398514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:16.400254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:16.400785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:16.401231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:16.511272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:16.512739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:16.515566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:16.549223] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.681056] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-30T20:36:16.681143] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=4.88% (Conf=50.4264%)
[2025-12-30T20:36:16.681549] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-30T20:36:16.681621] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-30T20:36:16.681667] [INFO ] [main      ] Progress: 264/412 forecasts completed (64.1%). ESTC finished in 0.8s. ETA: 25.2s. Rate: 351.72 forecasts/min
[2025-12-30T20:36:16.693408] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.694499] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-30T20:36:16.694551] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-30T20:36:16.694600] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-30T20:36:16.695420] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:16.695486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:16.700493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:16.701505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:16.703536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:16.705828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:16.707595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:16.708103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:16.709203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:16.710900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:16.711968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:16.712666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:16.713200] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.715834] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.862888] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-30
[2025-12-30T20:36:16.882266] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.884626] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:16.949749] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-30T20:36:16.949822] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=62.6217%)
[2025-12-30T20:36:16.950311] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-30T20:36:16.950357] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-30T20:36:16.950224] [INFO ] [main      ] Progress: 265/412 forecasts completed (64.3%). UMC finished in 0.6s. ETA: 25.1s. Rate: 350.96 forecasts/min
[2025-12-30T20:36:16.957005] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-30T20:36:16.957071] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=54.489%)
[2025-12-30T20:36:16.957238] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-30T20:36:16.957290] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-30T20:36:16.957528] [INFO ] [main      ] Progress: 266/412 forecasts completed (64.6%). STK finished in 0.7s. ETA: 24.9s. Rate: 352.23 forecasts/min
[2025-12-30T20:36:16.962659] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.963520] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-30T20:36:16.963594] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-30T20:36:16.963629] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-30T20:36:16.964420] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:16.964483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:16.969515] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:16.969772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:16.970310] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-30T20:36:16.970361] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-30T20:36:16.970392] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-30T20:36:16.971201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:16.971268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:16.971830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:16.972343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:16.972754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:16.974364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:16.976151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:16.978596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:17.013803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:17.015148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:17.015824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:17.018860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:17.020516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.035922] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:17.055845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:17.057851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.058146] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-30
[2025-12-30T20:36:17.129319] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-30T20:36:17.129387] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=54.0703%)
[2025-12-30T20:36:17.129779] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-30T20:36:17.129832] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-30T20:36:17.130658] [INFO ] [main      ] Progress: 267/412 forecasts completed (64.8%). PPH finished in 0.7s. ETA: 24.7s. Rate: 352.21 forecasts/min
[2025-12-30T20:36:17.142962] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:17.144066] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-30T20:36:17.144149] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-30T20:36:17.144197] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-30T20:36:17.145024] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:17.145087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:17.147446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:17.148017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:17.148536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:17.148992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:17.197858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:17.199244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:36:17.201105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.247852] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:17.314877] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-30T20:36:17.314941] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=58.5059%)
[2025-12-30T20:36:17.315100] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-30T20:36:17.315143] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-30T20:36:17.316679] [INFO ] [main      ] Progress: 268/412 forecasts completed (65.0%). MUC finished in 0.6s. ETA: 24.5s. Rate: 352.09 forecasts/min
[2025-12-30T20:36:17.326543] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:17.327640] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-30T20:36:17.327694] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-30T20:36:17.327724] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-30T20:36:17.328528] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:17.328620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:17.330069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:17.330810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.374437] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-30
[2025-12-30T20:36:17.404275] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-30
[2025-12-30T20:36:17.544503] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:17.545555] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-30
[2025-12-30T20:36:17.574518] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:17.614541] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-30T20:36:17.614630] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=49.3732%)
[2025-12-30T20:36:17.614972] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-30T20:36:17.615022] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-30T20:36:17.615038] [INFO ] [main      ] Progress: 269/412 forecasts completed (65.3%). REFI finished in 0.7s. ETA: 24.4s. Rate: 351.11 forecasts/min
[2025-12-30T20:36:17.626677] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:17.628051] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-30T20:36:17.628107] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-30T20:36:17.628144] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-30T20:36:17.629019] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:17.629082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:17.634194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:17.635274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:17.637181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:17.638316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:17.639626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.694783] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-30T20:36:17.694850] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=55.6969%)
[2025-12-30T20:36:17.695010] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-30T20:36:17.695053] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-30T20:36:17.696043] [INFO ] [main      ] Progress: 270/412 forecasts completed (65.5%). EOG finished in 0.7s. ETA: 24.2s. Rate: 351.79 forecasts/min
[2025-12-30T20:36:17.706277] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:17.707162] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-30T20:36:17.707212] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-30T20:36:17.707243] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-30T20:36:17.708019] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:17.708078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:17.713378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:17.714058] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:17.714350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:17.714969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:17.716514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.751402] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-30
[2025-12-30T20:36:17.779620] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-30T20:36:17.779688] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=60.7176%)
[2025-12-30T20:36:17.780370] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-30T20:36:17.780420] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-30T20:36:17.780662] [INFO ] [main      ] Progress: 271/412 forecasts completed (65.8%). BHFAM finished in 0.6s. ETA: 24.0s. Rate: 352.45 forecasts/min
[2025-12-30T20:36:17.793717] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:17.794743] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-30T20:36:17.794804] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-30T20:36:17.794837] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-30T20:36:17.795681] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:17.795742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:17.796484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:17.797264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:17.928157] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.003234] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.021207] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-30T20:36:18.021288] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=55.1071%)
[2025-12-30T20:36:18.021733] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-30T20:36:18.022156] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-30T20:36:18.022806] [INFO ] [main      ] Progress: 272/412 forecasts completed (66.0%). PFGC finished in 0.7s. ETA: 23.9s. Rate: 351.90 forecasts/min
[2025-12-30T20:36:18.034850] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:18.035730] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-30T20:36:18.035788] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-30T20:36:18.035821] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-30T20:36:18.036667] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:18.036727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:18.037695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:18.060310] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.155959] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.199988] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.234282] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.302429] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-30T20:36:18.302495] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=61.5047%)
[2025-12-30T20:36:18.302681] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-30T20:36:18.302725] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-30T20:36:18.304063] [INFO ] [main      ] Progress: 273/412 forecasts completed (66.3%). VCRB finished in 0.6s. ETA: 23.8s. Rate: 351.07 forecasts/min
[2025-12-30T20:36:18.314756] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:18.316005] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-30T20:36:18.316057] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-30T20:36:18.316097] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-30T20:36:18.316880] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:18.316943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:18.318609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:18.320673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:18.330662] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.335709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:18.337564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:18.338080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:18.339169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:18.340871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:18.341920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:18.342616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:18.344055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:18.389000] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.403315] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-30T20:36:18.403383] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=57.4076%)
[2025-12-30T20:36:18.403771] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-30T20:36:18.403825] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-30T20:36:18.404666] [INFO ] [main      ] Progress: 274/412 forecasts completed (66.5%). METCB finished in 0.6s. ETA: 23.5s. Rate: 351.59 forecasts/min
[2025-12-30T20:36:18.417431] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:18.418330] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-30T20:36:18.418385] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-30T20:36:18.418417] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-30T20:36:18.419272] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:18.419345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:18.424366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:18.426173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:18.426681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:18.427078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:18.428067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:18.505569] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-30T20:36:18.505659] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=21.74% (Conf=47.7651%)
[2025-12-30T20:36:18.506171] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-30T20:36:18.506227] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-30T20:36:18.506659] [INFO ] [main      ] Progress: 275/412 forecasts completed (66.7%). LNZA finished in 0.9s. ETA: 23.3s. Rate: 352.11 forecasts/min
[2025-12-30T20:36:18.519529] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:18.520483] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-30T20:36:18.520537] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-30T20:36:18.520594] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-30T20:36:18.521431] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:18.521505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:18.523311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:18.523873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:18.524276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:18.525698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:18.526391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:18.557851] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.628757] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-30T20:36:18.628824] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=46.1732%)
[2025-12-30T20:36:18.629207] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-30T20:36:18.629270] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-30T20:36:18.630650] [INFO ] [main      ] Progress: 276/412 forecasts completed (67.0%). CDC finished in 0.6s. ETA: 23.2s. Rate: 352.46 forecasts/min
[2025-12-30T20:36:18.640809] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:18.642130] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-30T20:36:18.642184] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-30T20:36:18.642215] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-30T20:36:18.643218] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:18.643279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:18.645203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:18.645768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:18.646195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:18.648960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:18.697563] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.778256] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.880529] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-30
[2025-12-30T20:36:18.884292] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:18.951313] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.013015] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-30T20:36:19.013082] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=57.5687%)
[2025-12-30T20:36:19.013693] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-30T20:36:19.013747] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-30T20:36:19.013730] [INFO ] [main      ] Progress: 277/412 forecasts completed (67.2%). PDBC finished in 0.6s. ETA: 23.1s. Rate: 350.87 forecasts/min
[2025-12-30T20:36:19.025334] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.026653] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-30T20:36:19.026705] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-30T20:36:19.026736] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-30T20:36:19.027725] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:19.027785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:19.033037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.034804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.035284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.035690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:19.036436] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-30
[2025-12-30T20:36:19.057060] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.080631] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-30T20:36:19.080701] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=54.9979%)
[2025-12-30T20:36:19.080859] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-30T20:36:19.080905] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-30T20:36:19.082047] [INFO ] [main      ] Progress: 278/412 forecasts completed (67.5%). WOOD finished in 0.8s. ETA: 22.9s. Rate: 351.63 forecasts/min
[2025-12-30T20:36:19.083641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.092862] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.093678] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-30T20:36:19.093732] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-30T20:36:19.093766] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-30T20:36:19.094566] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:19.094649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.096434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.096968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.097426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:19.098929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:19.101090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:19.103352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.122070] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-30T20:36:19.122150] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=67.1164%)
[2025-12-30T20:36:19.122546] [INFO ] [main      ] Progress: 279/412 forecasts completed (67.7%). PAYO finished in 0.6s. ETA: 22.6s. Rate: 352.60 forecasts/min
[2025-12-30T20:36:19.122701] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-30T20:36:19.122744] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-30T20:36:19.135116] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.136086] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-30T20:36:19.136141] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-30T20:36:19.136176] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-30T20:36:19.137003] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-30T20:36:19.206994] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.297615] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-30T20:36:19.297682] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=60.9251%)
[2025-12-30T20:36:19.298118] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-30T20:36:19.298170] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-30T20:36:19.298741] [INFO ] [main      ] Progress: 280/412 forecasts completed (68.0%). XENE finished in 0.7s. ETA: 22.5s. Rate: 352.55 forecasts/min
[2025-12-30T20:36:19.309245] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.310274] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-30T20:36:19.310325] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-30T20:36:19.310357] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-30T20:36:19.311153] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:19.311214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:19.316079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.317866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.318352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.318781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.430424] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-30
[2025-12-30T20:36:19.456200] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-30
[2025-12-30T20:36:19.493387] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-30
[2025-12-30T20:36:19.598802] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.625362] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.662006] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-30T20:36:19.662072] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-7.73% (Conf=48.7343%)
[2025-12-30T20:36:19.662228] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-30T20:36:19.662271] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-30T20:36:19.663673] [INFO ] [main      ] Progress: 281/412 forecasts completed (68.2%). OPAD finished in 0.6s. ETA: 22.4s. Rate: 351.12 forecasts/min
[2025-12-30T20:36:19.664228] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.670795] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-30
[2025-12-30T20:36:19.673673] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.674643] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-30T20:36:19.674698] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-30T20:36:19.674730] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-30T20:36:19.675497] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:19.675557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:19.683514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.685442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.685946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:19.686384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.686790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:19.687782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.690781] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-30T20:36:19.690856] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=64.7029%)
[2025-12-30T20:36:19.691028] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-30T20:36:19.691073] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-30T20:36:19.691944] [INFO ] [main      ] Progress: 282/412 forecasts completed (68.4%). UNMA finished in 0.6s. ETA: 22.1s. Rate: 352.16 forecasts/min
[2025-12-30T20:36:19.703843] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.704711] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-30T20:36:19.704764] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-30T20:36:19.704795] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-30T20:36:19.705691] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:19.705755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:19.710600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.712447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.712946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:19.713380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.713787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:19.714677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:19.717028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:19.718043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.745898] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-30T20:36:19.745965] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.4664%)
[2025-12-30T20:36:19.746317] [INFO ] [main      ] Progress: 283/412 forecasts completed (68.7%). GIS finished in 0.6s. ETA: 21.9s. Rate: 353.01 forecasts/min
[2025-12-30T20:36:19.746451] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-30T20:36:19.746513] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-30T20:36:19.758046] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.758808] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-30T20:36:19.758861] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-30T20:36:19.758893] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-30T20:36:19.759770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:19.759829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.761527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.762060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.762444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:19.763396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:19.852483] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:19.924446] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-30T20:36:19.924512] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=64.626%)
[2025-12-30T20:36:19.924966] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-30T20:36:19.925018] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-30T20:36:19.925675] [INFO ] [main      ] Progress: 284/412 forecasts completed (68.9%). VTS finished in 0.6s. ETA: 21.8s. Rate: 352.95 forecasts/min
[2025-12-30T20:36:19.936175] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:19.937039] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-30T20:36:19.937090] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-30T20:36:19.937120] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-30T20:36:19.937918] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:19.937982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:19.942951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:19.944785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:19.945277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:19.945687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:19.947329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:19.987995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:20.028352] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.039173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:20.040139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:20.042276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.058209] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.102965] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.196349] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.226258] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.271153] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.273682] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-30T20:36:20.273749] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-3.26% (Conf=63.3835%)
[2025-12-30T20:36:20.274104] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-30T20:36:20.274155] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-30T20:36:20.275649] [INFO ] [main      ] Progress: 285/412 forecasts completed (69.2%). S finished in 0.6s. ETA: 21.7s. Rate: 351.64 forecasts/min
[2025-12-30T20:36:20.286124] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.286971] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-30T20:36:20.287030] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-30T20:36:20.287064] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-30T20:36:20.287880] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:20.287941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:20.291041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:20.292218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:20.295067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:20.296741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.355192] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-30T20:36:20.355258] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=4.29% (Conf=45.9161%)
[2025-12-30T20:36:20.355417] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-30T20:36:20.355460] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-30T20:36:20.355936] [INFO ] [main      ] Progress: 286/412 forecasts completed (69.4%). ARM finished in 0.7s. ETA: 21.5s. Rate: 352.29 forecasts/min
[2025-12-30T20:36:20.366383] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.367197] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-30T20:36:20.367247] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-30T20:36:20.367277] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-30T20:36:20.368057] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:20.368116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:20.368866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:20.369730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:20.377499] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-30T20:36:20.377569] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=57.5771%)
[2025-12-30T20:36:20.377944] [INFO ] [main      ] Fetching symbol history for ARDX...
[2025-12-30T20:36:20.377996] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2025-12-30T20:36:20.378970] [INFO ] [main      ] Progress: 287/412 forecasts completed (69.7%). IBB finished in 0.6s. ETA: 21.2s. Rate: 353.36 forecasts/min
[2025-12-30T20:36:20.384453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.391218] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.392380] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2025-12-30T20:36:20.392448] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2025-12-30T20:36:20.392494] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2025-12-30T20:36:20.393396] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:20.393461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:20.398528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:20.400521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:20.401070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:20.401472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:20.402438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:20.403543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.408016] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.602191] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.645274] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.687442] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-30T20:36:20.687510] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.6051%)
[2025-12-30T20:36:20.687914] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-30T20:36:20.687989] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-30T20:36:20.688669] [INFO ] [main      ] Progress: 288/412 forecasts completed (69.9%). SSYS finished in 0.8s. ETA: 21.1s. Rate: 352.35 forecasts/min
[2025-12-30T20:36:20.699717] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.700851] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-30T20:36:20.700908] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-30T20:36:20.700941] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-30T20:36:20.701821] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:20.701885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:20.706954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:20.708925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:20.709481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:20.709960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:20.710410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:20.716648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.735628] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.752221] [DEBUG] [MAG       ] ARDX: Last date is validated at 2025-12-30
[2025-12-30T20:36:20.813702] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.870796] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-30T20:36:20.870861] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=60.56%)
[2025-12-30T20:36:20.871238] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-30T20:36:20.871290] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-30T20:36:20.872674] [INFO ] [main      ] Progress: 289/412 forecasts completed (70.1%). WTI finished in 0.6s. ETA: 21.0s. Rate: 352.25 forecasts/min
[2025-12-30T20:36:20.882831] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.883780] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-30T20:36:20.883836] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-30T20:36:20.883868] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-30T20:36:20.884669] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:20.884729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:20.889600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:20.891405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:20.891922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:20.892319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:20.894726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:20.908539] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.922169] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:20.934317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:20.985664] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2025-12-30T20:36:20.985728] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=52.9801%)
[2025-12-30T20:36:20.986109] [INFO ] [main      ] Progress: 290/412 forecasts completed (70.4%). ARDX finished in 0.6s. ETA: 20.8s. Rate: 352.66 forecasts/min
[2025-12-30T20:36:20.986232] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-30T20:36:20.986274] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-30T20:36:20.995772] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-30T20:36:20.995838] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=51.2955%)
[2025-12-30T20:36:20.995994] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-30T20:36:20.996037] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-30T20:36:20.996779] [INFO ] [main      ] Progress: 291/412 forecasts completed (70.6%). DNTH finished in 0.6s. ETA: 20.5s. Rate: 353.80 forecasts/min
[2025-12-30T20:36:20.998018] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:20.998990] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-30T20:36:20.999043] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-30T20:36:20.999075] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-30T20:36:20.999964] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:21.000028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:21.001850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:21.002409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:21.003059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:21.004074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:21.007696] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:21.008543] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-30T20:36:21.008625] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-30T20:36:21.008659] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-30T20:36:21.009826] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:21.009886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:21.010621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:21.011536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:21.051779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:21.074736] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-30
[2025-12-30T20:36:21.122156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:21.124523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.131763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:21.132706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:21.134177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.272738] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:21.285254] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-30
[2025-12-30T20:36:21.363180] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-30T20:36:21.363263] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=3.59% (Conf=51.7627%)
[2025-12-30T20:36:21.363679] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-30T20:36:21.363735] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-30T20:36:21.364686] [INFO ] [main      ] Progress: 292/412 forecasts completed (70.9%). NAMS finished in 0.7s. ETA: 20.4s. Rate: 352.38 forecasts/min
[2025-12-30T20:36:21.375764] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:21.376771] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-30T20:36:21.376824] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-30T20:36:21.376855] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-30T20:36:21.377726] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:21.377789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:21.378770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:21.379671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:21.380795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:21.382866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.460546] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:21.470038] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-30
[2025-12-30T20:36:21.481269] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-30
[2025-12-30T20:36:21.541033] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-30T20:36:21.541101] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=53.5905%)
[2025-12-30T20:36:21.541258] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-30T20:36:21.541300] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-30T20:36:21.542662] [INFO ] [main      ] Progress: 293/412 forecasts completed (71.1%). TSLS finished in 0.7s. ETA: 20.3s. Rate: 352.33 forecasts/min
[2025-12-30T20:36:21.552872] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:21.554068] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-30T20:36:21.554121] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-30T20:36:21.554152] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-30T20:36:21.554963] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:21.555026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:21.556821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:21.557359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:21.560060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:21.562810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:21.580996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:21.583862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.646043] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:21.650399] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:21.727680] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-30T20:36:21.727754] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=4.26% (Conf=59.5758%)
[2025-12-30T20:36:21.728107] [INFO ] [main      ] Progress: 294/412 forecasts completed (71.4%). WAVE finished in 0.7s. ETA: 20.1s. Rate: 352.22 forecasts/min
[2025-12-30T20:36:21.728236] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-30T20:36:21.728288] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-30T20:36:21.733081] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-30
[2025-12-30T20:36:21.739475] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:21.740523] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-30T20:36:21.740604] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-30T20:36:21.740639] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-30T20:36:21.741464] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:21.741533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:21.743356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:21.743907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:21.744313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:21.745610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.792514] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-30T20:36:21.792601] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=58.3778%)
[2025-12-30T20:36:21.792766] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-30T20:36:21.792811] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-30T20:36:21.793866] [INFO ] [main      ] Progress: 295/412 forecasts completed (71.6%). ZS finished in 0.8s. ETA: 19.9s. Rate: 352.96 forecasts/min
[2025-12-30T20:36:21.804739] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:21.805662] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-30T20:36:21.805715] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-30T20:36:21.805748] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-30T20:36:21.806542] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:21.806624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:21.811827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:21.813765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:21.814258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:21.814738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:21.815146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:21.816796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:21.817634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:21.901787] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:21.929487] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.027522] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-30T20:36:22.027609] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=61.672%)
[2025-12-30T20:36:22.027949] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-30T20:36:22.028000] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-30T20:36:22.028662] [INFO ] [main      ] Progress: 296/412 forecasts completed (71.8%). PSN finished in 0.7s. ETA: 19.7s. Rate: 352.50 forecasts/min
[2025-12-30T20:36:22.040309] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.041304] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-30T20:36:22.041355] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-30T20:36:22.041386] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-30T20:36:22.042186] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:22.042249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:22.043963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:22.044469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:22.045179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:22.046225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:36:22.047590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.089386] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.100439] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.165729] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-30T20:36:22.165801] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=44.3582%)
[2025-12-30T20:36:22.166177] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-30T20:36:22.166229] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-30T20:36:22.167659] [INFO ] [main      ] Progress: 297/412 forecasts completed (72.1%). DHX finished in 0.6s. ETA: 19.6s. Rate: 352.72 forecasts/min
[2025-12-30T20:36:22.177755] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.179284] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-30T20:36:22.179344] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-30T20:36:22.179376] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-30T20:36:22.180209] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:22.180283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:22.182387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:22.184248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:22.184758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:22.185861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:22.187942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.221885] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.258066] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.342638] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-30T20:36:22.342714] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=59.1306%)
[2025-12-30T20:36:22.343074] [INFO ] [main      ] Progress: 298/412 forecasts completed (72.3%). PSCE finished in 0.6s. ETA: 19.4s. Rate: 352.68 forecasts/min
[2025-12-30T20:36:22.343196] [INFO ] [main      ] Fetching symbol history for NMRA...
[2025-12-30T20:36:22.343245] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2025-12-30T20:36:22.355763] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.356771] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2025-12-30T20:36:22.356832] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-12-30T20:36:22.356863] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2025-12-30T20:36:22.357668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:22.357728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:22.359443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:22.359959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:22.389000] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.393449] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.438456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:22.439866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:22.441642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.498002] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-30T20:36:22.498070] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=59.3173%)
[2025-12-30T20:36:22.498232] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-30T20:36:22.498281] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-30T20:36:22.498879] [INFO ] [main      ] Progress: 299/412 forecasts completed (72.6%). NNI finished in 0.7s. ETA: 19.2s. Rate: 352.78 forecasts/min
[2025-12-30T20:36:22.509509] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.510651] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-30T20:36:22.510706] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-30T20:36:22.510738] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-30T20:36:22.511527] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-30T20:36:22.511630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:22.516532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:22.518367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:22.518904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:22.519389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:22.536834] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.556838] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.624948] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-30T20:36:22.625012] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=56.5804%)
[2025-12-30T20:36:22.625358] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-30T20:36:22.625408] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-30T20:36:22.625662] [INFO ] [main      ] Progress: 300/412 forecasts completed (72.8%). BSVO finished in 0.6s. ETA: 19.0s. Rate: 353.08 forecasts/min
[2025-12-30T20:36:22.632613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:22.634729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:22.635764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:22.636404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:22.636376] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.637109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:22.637498] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-30T20:36:22.637554] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-30T20:36:22.637604] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-30T20:36:22.638377] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:22.638435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:22.639193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.656481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:22.658487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.708555] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.786597] [DEBUG] [MAG       ] NMRA: Last date is validated at 2025-12-30
[2025-12-30T20:36:22.787335] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-30T20:36:22.787399] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-4.35% (Conf=64.7936%)
[2025-12-30T20:36:22.787808] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-30T20:36:22.787859] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-30T20:36:22.787957] [INFO ] [main      ] Progress: 301/412 forecasts completed (73.1%). MEI finished in 0.6s. ETA: 18.9s. Rate: 353.14 forecasts/min
[2025-12-30T20:36:22.799928] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:22.800763] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-30T20:36:22.800815] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-30T20:36:22.800845] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-30T20:36:22.801644] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:22.801703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:22.806451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:22.807686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:22.959529] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:22.993254] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.009561] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.036537] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2025-12-30T20:36:23.036622] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=5.67% (Conf=49.7621%)
[2025-12-30T20:36:23.036782] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-30T20:36:23.036826] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-30T20:36:23.037928] [INFO ] [main      ] Progress: 302/412 forecasts completed (73.3%). NMRA finished in 0.7s. ETA: 18.7s. Rate: 352.59 forecasts/min
[2025-12-30T20:36:23.049880] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.050818] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-30T20:36:23.050874] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-30T20:36:23.050906] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-30T20:36:23.051697] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:23.051755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:23.056595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:23.057660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.153509] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.170872] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.181240] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.229020] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-30T20:36:23.229087] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=22.5727%)
[2025-12-30T20:36:23.229431] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-30T20:36:23.229481] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-30T20:36:23.229669] [INFO ] [main      ] Progress: 303/412 forecasts completed (73.5%). CLCO finished in 0.6s. ETA: 18.6s. Rate: 352.44 forecasts/min
[2025-12-30T20:36:23.240382] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.241465] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-30T20:36:23.241516] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-30T20:36:23.241547] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-30T20:36:23.242340] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:23.242404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:23.247233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:23.249042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:23.249519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:23.249922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:23.250803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:23.253180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:23.314478] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-30T20:36:23.314547] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-3.80% (Conf=55.6602%)
[2025-12-30T20:36:23.314930] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-30T20:36:23.314981] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-30T20:36:23.315655] [INFO ] [main      ] Progress: 304/412 forecasts completed (73.8%). NVDL finished in 0.8s. ETA: 18.4s. Rate: 353.01 forecasts/min
[2025-12-30T20:36:23.322461] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.326083] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.327031] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-30T20:36:23.327082] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-30T20:36:23.327113] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-30T20:36:23.327897] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:23.327960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:23.366221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:23.367626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:23.368665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:23.369749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:23.370497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:23.370872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.370999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:23.372653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:23.373712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:23.374431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.402397] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.446359] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-30T20:36:23.446426] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=50.4893%)
[2025-12-30T20:36:23.446631] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-30T20:36:23.446676] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-30T20:36:23.448744] [INFO ] [main      ] Progress: 305/412 forecasts completed (74.0%). BNTX finished in 0.7s. ETA: 18.2s. Rate: 353.26 forecasts/min
[2025-12-30T20:36:23.458747] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.459619] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-30T20:36:23.459669] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-30T20:36:23.459700] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-30T20:36:23.460513] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:23.462883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:23.467744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:23.469594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:23.470074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:23.472453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:23.511377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:23.512867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.573904] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.643807] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-30T20:36:23.643870] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=59.7288%)
[2025-12-30T20:36:23.644208] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-30T20:36:23.644258] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-30T20:36:23.644679] [INFO ] [main      ] Progress: 306/412 forecasts completed (74.3%). WY finished in 0.6s. ETA: 18.0s. Rate: 353.09 forecasts/min
[2025-12-30T20:36:23.655677] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.656749] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-30T20:36:23.656801] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-30T20:36:23.656831] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-30T20:36:23.657634] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:23.657696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:23.662605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:23.703454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:23.704801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:23.705985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:23.707199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:23.710249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:23.712021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.715732] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.722908] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.856178] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-30
[2025-12-30T20:36:23.885351] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.889727] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:23.961434] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-30T20:36:23.961500] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=51.1453%)
[2025-12-30T20:36:23.961676] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-30T20:36:23.961721] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-30T20:36:23.963679] [INFO ] [main      ] Progress: 307/412 forecasts completed (74.5%). PPL finished in 0.7s. ETA: 17.9s. Rate: 352.08 forecasts/min
[2025-12-30T20:36:23.972715] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:23.974338] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-30T20:36:23.974392] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-30T20:36:23.974423] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-30T20:36:23.975242] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:23.975651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:23.976560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:23.977915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:23.993174] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-30T20:36:23.993242] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=54.8989%)
[2025-12-30T20:36:23.993400] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-30T20:36:23.993444] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-30T20:36:23.994642] [INFO ] [main      ] Progress: 308/412 forecasts completed (74.8%). COLM finished in 0.7s. ETA: 17.7s. Rate: 353.02 forecasts/min
[2025-12-30T20:36:24.004867] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.005953] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-30T20:36:24.006007] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-30T20:36:24.006038] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-30T20:36:24.007160] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:24.007223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:24.012154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.013944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:24.014430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.014858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:24.017186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:24.030064] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.072058] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.092141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:24.093636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.137358] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-30T20:36:24.137442] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=57.4358%)
[2025-12-30T20:36:24.137640] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-30T20:36:24.137686] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-30T20:36:24.137890] [INFO ] [main      ] Progress: 309/412 forecasts completed (75.0%). JCI finished in 0.7s. ETA: 17.5s. Rate: 353.20 forecasts/min
[2025-12-30T20:36:24.149826] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.150817] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-30T20:36:24.150876] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-30T20:36:24.150907] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-30T20:36:24.151713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:24.151771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:24.156494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.158261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:24.158794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.159248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.250545] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.346365] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.349551] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-30T20:36:24.349637] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=3.64% (Conf=51.5473%)
[2025-12-30T20:36:24.349985] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-30T20:36:24.350034] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-30T20:36:24.350669] [INFO ] [main      ] Progress: 310/412 forecasts completed (75.2%). FIVN finished in 0.7s. ETA: 17.3s. Rate: 352.91 forecasts/min
[2025-12-30T20:36:24.362721] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.363512] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-30T20:36:24.363569] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-30T20:36:24.363621] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-30T20:36:24.364410] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:24.364470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.366176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:24.366746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.367132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:24.367966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:24.369936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.442305] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.505297] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.521486] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.574900] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-30T20:36:24.574966] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=52.7941%)
[2025-12-30T20:36:24.575358] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-30T20:36:24.575409] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-30T20:36:24.576658] [INFO ] [main      ] Progress: 311/412 forecasts completed (75.5%). MMLP finished in 0.6s. ETA: 17.2s. Rate: 352.54 forecasts/min
[2025-12-30T20:36:24.586430] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.587511] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-30T20:36:24.587560] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-30T20:36:24.587613] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-30T20:36:24.588405] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:24.588468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:24.592982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.611926] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.675513] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.701041] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-30T20:36:24.701109] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=61.4393%)
[2025-12-30T20:36:24.701458] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-30T20:36:24.701507] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-30T20:36:24.702515] [INFO ] [main      ] Progress: 312/412 forecasts completed (75.7%). ADC finished in 0.7s. ETA: 17.0s. Rate: 352.83 forecasts/min
[2025-12-30T20:36:24.712624] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.713712] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-30T20:36:24.713764] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-30T20:36:24.713795] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-30T20:36:24.714561] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:24.714644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:24.718716] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.719504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.721274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:24.721785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:24.722234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.722675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:24.725077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:24.726309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:24.729002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:24.730369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.796878] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-30T20:36:24.796948] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-2.98% (Conf=48.3497%)
[2025-12-30T20:36:24.797105] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-30T20:36:24.797147] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-30T20:36:24.797960] [INFO ] [main      ] Progress: 313/412 forecasts completed (76.0%). PLPC finished in 0.7s. ETA: 16.8s. Rate: 353.33 forecasts/min
[2025-12-30T20:36:24.810013] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.810845] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-30T20:36:24.810900] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-30T20:36:24.810931] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-30T20:36:24.811724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:24.811783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.813455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:24.813988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:24.814427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.814835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:24.890421] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:24.925266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:24.927296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:24.937887] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-30
[2025-12-30T20:36:24.958500] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-30T20:36:24.958598] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-4.33% (Conf=64.4142%)
[2025-12-30T20:36:24.959018] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-30T20:36:24.959074] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-30T20:36:24.959844] [INFO ] [main      ] Progress: 314/412 forecasts completed (76.2%). SRTS finished in 0.6s. ETA: 16.6s. Rate: 353.38 forecasts/min
[2025-12-30T20:36:24.972161] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:24.973312] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-30T20:36:24.973371] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-30T20:36:24.973404] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-30T20:36:24.974311] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:24.974388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:24.976201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:24.976772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:24.977233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:25.018528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.071088] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.110987] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.200359] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-30T20:36:25.200448] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=55.3425%)
[2025-12-30T20:36:25.200674] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-30T20:36:25.200734] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-30T20:36:25.203653] [INFO ] [main      ] Progress: 315/412 forecasts completed (76.5%). RLI finished in 0.6s. ETA: 16.5s. Rate: 352.89 forecasts/min
[2025-12-30T20:36:25.216205] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:25.217466] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-30T20:36:25.217533] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-30T20:36:25.217591] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-30T20:36:25.218627] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:25.218730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:25.221218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:25.221883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:25.222385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:25.223592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:25.224910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:25.239971] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.270592] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.317071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:25.319545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:25.320948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:25.321754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.364770] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.365942] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-30T20:36:25.366010] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=69.8631%)
[2025-12-30T20:36:25.366351] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-30T20:36:25.366402] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-30T20:36:25.366663] [INFO ] [main      ] Progress: 316/412 forecasts completed (76.7%). UNP finished in 0.7s. ETA: 16.3s. Rate: 352.94 forecasts/min
[2025-12-30T20:36:25.377439] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:25.378432] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-30T20:36:25.378489] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-30T20:36:25.378521] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-30T20:36:25.380136] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:25.380298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:25.385335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:25.387152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:25.387679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:25.388088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:25.389224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.438965] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.535143] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.543039] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-30T20:36:25.543105] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=19.05% (Conf=49.213%)
[2025-12-30T20:36:25.543263] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-30T20:36:25.543314] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-30T20:36:25.544002] [INFO ] [main      ] Progress: 317/412 forecasts completed (76.9%). BIAF finished in 0.7s. ETA: 16.2s. Rate: 352.89 forecasts/min
[2025-12-30T20:36:25.555294] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:25.556474] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-30T20:36:25.556525] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-30T20:36:25.556555] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-30T20:36:25.557410] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:25.557491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:25.562415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:25.564229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:25.564757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:25.565157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:25.567478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:25.606927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:25.607880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:25.609626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.616604] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-30T20:36:25.616673] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=61.5832%)
[2025-12-30T20:36:25.616837] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-30T20:36:25.616883] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-30T20:36:25.619680] [INFO ] [main      ] Progress: 318/412 forecasts completed (77.2%). GSK finished in 0.7s. ETA: 16.0s. Rate: 353.51 forecasts/min
[2025-12-30T20:36:25.628840] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:25.629784] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-30T20:36:25.629838] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-30T20:36:25.629870] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-30T20:36:25.630688] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:25.630750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:25.635727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:25.667097] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.730475] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.748592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:25.751743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:25.752939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.839706] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.901982] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:25.923668] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-30T20:36:25.923734] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-1.82% (Conf=61.2197%)
[2025-12-30T20:36:25.924093] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-30T20:36:25.924145] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-30T20:36:25.924662] [INFO ] [main      ] Progress: 319/412 forecasts completed (77.4%). SKRE finished in 0.7s. ETA: 15.8s. Rate: 352.63 forecasts/min
[2025-12-30T20:36:25.936097] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:25.937071] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-30T20:36:25.937123] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-30T20:36:25.937154] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-30T20:36:25.937950] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:25.938010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:25.943043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:25.943800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:25.944503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:25.947026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:25.958897] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-30
[2025-12-30T20:36:25.986986] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-30T20:36:25.987056] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=61.39%)
[2025-12-30T20:36:25.987242] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-30T20:36:25.987289] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-30T20:36:25.988663] [INFO ] [main      ] Progress: 320/412 forecasts completed (77.7%). HRMY finished in 0.6s. ETA: 15.6s. Rate: 353.32 forecasts/min
[2025-12-30T20:36:26.001386] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.003615] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-30T20:36:26.003704] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-30T20:36:26.003751] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-30T20:36:26.004964] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:26.005055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:26.011784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:26.014619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.096081] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-30
[2025-12-30T20:36:26.128008] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:26.191617] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-30T20:36:26.191685] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=39.5106%)
[2025-12-30T20:36:26.191862] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-30T20:36:26.191906] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-30T20:36:26.193059] [INFO ] [main      ] Progress: 321/412 forecasts completed (77.9%). BGX finished in 0.6s. ETA: 15.5s. Rate: 353.09 forecasts/min
[2025-12-30T20:36:26.203547] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.204642] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-30T20:36:26.204693] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-30T20:36:26.204725] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-30T20:36:26.205517] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:26.205595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:26.206458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:26.207159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:26.207863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:26.212397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:36:26.213817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.265320] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:26.303228] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-30
[2025-12-30T20:36:26.368620] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-30
[2025-12-30T20:36:26.421977] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-30T20:36:26.422046] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=48.3918%)
[2025-12-30T20:36:26.422400] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-30T20:36:26.422452] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-30T20:36:26.422669] [INFO ] [main      ] Progress: 322/412 forecasts completed (78.2%). ASML finished in 0.8s. ETA: 15.3s. Rate: 352.71 forecasts/min
[2025-12-30T20:36:26.434930] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.436095] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-30T20:36:26.436148] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-30T20:36:26.436179] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-30T20:36:26.437458] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:26.437531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:26.442653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.484223] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:26.540941] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:26.556888] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-30T20:36:26.556955] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=51.7215%)
[2025-12-30T20:36:26.557330] [INFO ] [main      ] Fetching symbol history for QCOM...
[2025-12-30T20:36:26.557383] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2025-12-30T20:36:26.558654] [INFO ] [main      ] Progress: 323/412 forecasts completed (78.4%). BLZE finished in 0.6s. ETA: 15.1s. Rate: 352.93 forecasts/min
[2025-12-30T20:36:26.563531] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:26.569695] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.570804] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2025-12-30T20:36:26.570861] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2025-12-30T20:36:26.570894] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2025-12-30T20:36:26.571746] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:26.571811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:26.576984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:26.578948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:26.579494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:26.579976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:26.580408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:26.581363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:26.620659] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-30T20:36:26.620728] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=47.8289%)
[2025-12-30T20:36:26.621183] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-30T20:36:26.621237] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-30T20:36:26.621661] [INFO ] [main      ] Progress: 324/412 forecasts completed (78.6%). NTB finished in 0.6s. ETA: 14.9s. Rate: 353.61 forecasts/min
[2025-12-30T20:36:26.633331] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.634678] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-30T20:36:26.634736] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-30T20:36:26.634769] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-30T20:36:26.635627] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:26.635688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:26.636428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:26.693820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:26.695949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.702224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-30T20:36:26.704118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.737141] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:26.791394] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-30
[2025-12-30T20:36:26.848797] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-30T20:36:26.848866] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=56.1825%)
[2025-12-30T20:36:26.849037] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-30T20:36:26.849081] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-30T20:36:26.849995] [INFO ] [main      ] Progress: 325/412 forecasts completed (78.9%). CHCO finished in 0.7s. ETA: 14.8s. Rate: 353.24 forecasts/min
[2025-12-30T20:36:26.861184] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:26.862447] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-30T20:36:26.862506] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-30T20:36:26.862538] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-30T20:36:26.863403] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:26.863463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:26.868466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:26.962782] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.032732] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-30T20:36:27.032799] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=-1.83% (Conf=49.9389%)
[2025-12-30T20:36:27.033160] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-30T20:36:27.033211] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-30T20:36:27.033665] [INFO ] [main      ] Progress: 326/412 forecasts completed (79.1%). PSNL finished in 0.6s. ETA: 14.6s. Rate: 353.15 forecasts/min
[2025-12-30T20:36:27.044826] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:27.045692] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-30T20:36:27.045757] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-30T20:36:27.045791] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-30T20:36:27.046759] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:27.046823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:27.047832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:27.065304] [DEBUG] [MAG       ] QCOM: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.086967] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.210401] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.245297] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.263643] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.380063] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.382592] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2025-12-30T20:36:27.382663] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=52.5477%)
[2025-12-30T20:36:27.383116] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-30T20:36:27.383188] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-30T20:36:27.383667] [INFO ] [main      ] Progress: 327/412 forecasts completed (79.4%). QCOM finished in 0.8s. ETA: 14.5s. Rate: 352.01 forecasts/min
[2025-12-30T20:36:27.396509] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:27.397668] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-30T20:36:27.397727] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-30T20:36:27.397760] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-30T20:36:27.398483] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.398601] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:27.398668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:27.398863] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-30T20:36:27.398936] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=63.0898%)
[2025-12-30T20:36:27.399356] [INFO ] [main      ] Progress: 328/412 forecasts completed (79.6%). ERIE finished in 0.8s. ETA: 14.3s. Rate: 352.98 forecasts/min
[2025-12-30T20:36:27.399500] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-30T20:36:27.399544] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-30T20:36:27.404252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:27.405340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:27.407132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:27.407653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:27.408707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:27.413689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:27.414345] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:27.414418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:27.415159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:27.415216] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-30T20:36:27.415274] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-30T20:36:27.415305] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-30T20:36:27.416129] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:27.416189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:27.416276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:27.417944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:27.418476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:27.418919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:27.422051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:27.479269] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-30T20:36:27.479355] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=47.06%)
[2025-12-30T20:36:27.479554] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-30T20:36:27.479621] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-30T20:36:27.480643] [INFO ] [main      ] Progress: 329/412 forecasts completed (79.9%). SENEA finished in 0.6s. ETA: 14.1s. Rate: 353.55 forecasts/min
[2025-12-30T20:36:27.491472] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:27.492472] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-30T20:36:27.492524] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-30T20:36:27.492556] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-30T20:36:27.493373] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:27.493435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:27.498331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:27.551654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:27.573357] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.642129] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-30T20:36:27.642199] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=-4.86% (Conf=47.3769%)
[2025-12-30T20:36:27.642596] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-30T20:36:27.642652] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-30T20:36:27.642675] [INFO ] [main      ] Progress: 330/412 forecasts completed (80.1%). CPIX finished in 0.6s. ETA: 13.9s. Rate: 353.59 forecasts/min
[2025-12-30T20:36:27.655243] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:27.656460] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-30T20:36:27.656511] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-30T20:36:27.656541] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-30T20:36:27.657353] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:27.657440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:27.662642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:27.664610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:27.665116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:27.665501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:27.667612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:27.668085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:27.669220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:27.670971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:27.672036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:27.672777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:27.763139] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.778873] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.900556] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-30
[2025-12-30T20:36:27.928949] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.944991] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:27.995525] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-30T20:36:27.995610] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=47.7839%)
[2025-12-30T20:36:27.995995] [INFO ] [main      ] Progress: 331/412 forecasts completed (80.3%). DEA finished in 0.6s. ETA: 13.8s. Rate: 352.44 forecasts/min
[2025-12-30T20:36:27.996130] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-30T20:36:27.996172] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-30T20:36:28.008069] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.008887] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-30T20:36:28.008939] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-30T20:36:28.008970] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-30T20:36:28.009794] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:28.009853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.014737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:28.015692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:28.017357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.023377] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-30
[2025-12-30T20:36:28.070583] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-30T20:36:28.070652] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-9.96% (Conf=51.0686%)
[2025-12-30T20:36:28.071032] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-30T20:36:28.071082] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-30T20:36:28.071656] [INFO ] [main      ] Progress: 332/412 forecasts completed (80.6%). BROS finished in 0.7s. ETA: 13.6s. Rate: 353.03 forecasts/min
[2025-12-30T20:36:28.073541] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.082175] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.082921] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-30T20:36:28.082972] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-30T20:36:28.083004] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-30T20:36:28.083812] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:28.083872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.088666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:28.090116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:28.092880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:28.098648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.168770] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-30T20:36:28.168841] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=66.3005%)
[2025-12-30T20:36:28.169002] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-30T20:36:28.169047] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-30T20:36:28.170660] [INFO ] [main      ] Progress: 333/412 forecasts completed (80.8%). HSBC finished in 0.7s. ETA: 13.4s. Rate: 353.48 forecasts/min
[2025-12-30T20:36:28.182701] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.183531] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-30T20:36:28.183606] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-30T20:36:28.183640] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-30T20:36:28.184430] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:28.184494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.189406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:28.190222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:28.192212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:28.196612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:28.197199] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.197847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.272921] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-30T20:36:28.272989] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-5.64% (Conf=53.6419%)
[2025-12-30T20:36:28.273336] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-30T20:36:28.273391] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-30T20:36:28.273658] [INFO ] [main      ] Progress: 334/412 forecasts completed (81.1%). YSG finished in 0.6s. ETA: 13.2s. Rate: 353.89 forecasts/min
[2025-12-30T20:36:28.285983] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.286886] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-30T20:36:28.286941] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-30T20:36:28.286973] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-30T20:36:28.287865] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:28.287927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.293061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:28.294982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:28.295497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:28.296290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:28.297012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.355264] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-30
[2025-12-30T20:36:28.440291] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-30
[2025-12-30T20:36:28.521487] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.536676] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-30
[2025-12-30T20:36:28.601735] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-30T20:36:28.601801] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=42.5431%)
[2025-12-30T20:36:28.602166] [INFO ] [main      ] Progress: 335/412 forecasts completed (81.3%). VFC finished in 0.6s. ETA: 13.1s. Rate: 352.90 forecasts/min
[2025-12-30T20:36:28.602289] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-30T20:36:28.602332] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-30T20:36:28.606438] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.613295] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.614409] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-30T20:36:28.614471] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-30T20:36:28.614507] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-30T20:36:28.615297] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:28.615361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.620187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:28.622680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:28.623450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:28.625499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.644681] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-30
[2025-12-30T20:36:28.694261] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-30T20:36:28.694332] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=4.82% (Conf=48.4808%)
[2025-12-30T20:36:28.694496] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-30T20:36:28.694541] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-30T20:36:28.696660] [INFO ] [main      ] Progress: 336/412 forecasts completed (81.6%). MNSO finished in 0.6s. ETA: 12.9s. Rate: 353.37 forecasts/min
[2025-12-30T20:36:28.705658] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.706689] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-30T20:36:28.706741] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-30T20:36:28.706771] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-30T20:36:28.707601] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:28.707662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:28.708389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:28.710225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:28.712061] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.713097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:28.714161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:28.715312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.783251] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-30T20:36:28.783318] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=68.1446%)
[2025-12-30T20:36:28.783478] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-30T20:36:28.783523] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-30T20:36:28.783892] [INFO ] [main      ] Progress: 337/412 forecasts completed (81.8%). CMPS finished in 0.6s. ETA: 12.7s. Rate: 353.88 forecasts/min
[2025-12-30T20:36:28.795464] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.796498] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-30T20:36:28.796550] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-30T20:36:28.796604] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-30T20:36:28.797405] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:28.797468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:28.802337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:28.803345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:28.804094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.821481] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:28.903136] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-30T20:36:28.903204] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-3.57% (Conf=59.3556%)
[2025-12-30T20:36:28.903556] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-30T20:36:28.903626] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-30T20:36:28.903666] [INFO ] [main      ] Progress: 338/412 forecasts completed (82.0%). CPNG finished in 0.6s. ETA: 12.5s. Rate: 354.19 forecasts/min
[2025-12-30T20:36:28.915217] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:28.916099] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-30T20:36:28.916151] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-30T20:36:28.916185] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-30T20:36:28.917032] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:28.917096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:28.918887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:28.919450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:28.920547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:28.921219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:28.971963] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.061203] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.140733] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:29.147988] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.213557] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-30T20:36:29.213640] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=4.40% (Conf=67.2233%)
[2025-12-30T20:36:29.214029] [INFO ] [main      ] Progress: 339/412 forecasts completed (82.3%). LPTH finished in 0.6s. ETA: 12.4s. Rate: 353.32 forecasts/min
[2025-12-30T20:36:29.214153] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-30T20:36:29.214196] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-30T20:36:29.226200] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:29.227097] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-30T20:36:29.227147] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-30T20:36:29.227178] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-30T20:36:29.227967] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:29.228027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:29.229816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:29.230343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:29.230860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:29.231677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:29.238901] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:29.271983] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.315690] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-30T20:36:29.315761] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=63.9339%)
[2025-12-30T20:36:29.315936] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-30T20:36:29.315994] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-30T20:36:29.316876] [INFO ] [main      ] Progress: 340/412 forecasts completed (82.5%). GOOS finished in 0.6s. ETA: 12.2s. Rate: 353.73 forecasts/min
[2025-12-30T20:36:29.327433] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:29.328540] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-30T20:36:29.328621] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-30T20:36:29.328655] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-30T20:36:29.329555] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:29.329641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:29.329900] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:29.372242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:29.412267] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-30T20:36:29.412333] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=63.5111%)
[2025-12-30T20:36:29.412706] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-30T20:36:29.412756] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-30T20:36:29.413684] [INFO ] [main      ] Progress: 341/412 forecasts completed (82.8%). KOP finished in 0.6s. ETA: 12.0s. Rate: 354.18 forecasts/min
[2025-12-30T20:36:29.424058] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:29.425211] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-30T20:36:29.425261] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-30T20:36:29.425292] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-30T20:36:29.426075] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:29.426137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:29.431015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:29.432882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:29.433357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:29.435799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:29.441919] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:29.466771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:29.529056] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-30T20:36:29.529124] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=65.6887%)
[2025-12-30T20:36:29.529486] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-30T20:36:29.529537] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-30T20:36:29.529670] [INFO ] [main      ] Progress: 342/412 forecasts completed (83.0%). USVM finished in 0.6s. ETA: 11.8s. Rate: 354.51 forecasts/min
[2025-12-30T20:36:29.540710] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:29.541964] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-30T20:36:29.542016] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-30T20:36:29.542048] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-30T20:36:29.542863] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:29.542923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:29.547840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:29.549726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:29.550211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:36:29.551754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:29.553539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:29.555958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:29.587683] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.767646] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:29.826978] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.893561] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.907208] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-30
[2025-12-30T20:36:29.999009] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-30T20:36:29.999085] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=56.96%)
[2025-12-30T20:36:29.999511] [INFO ] [main      ] Progress: 343/412 forecasts completed (83.3%). TPL finished in 0.8s. ETA: 11.7s. Rate: 352.68 forecasts/min
[2025-12-30T20:36:29.999709] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-30T20:36:29.999756] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-30T20:36:30.006849] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.011234] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.012430] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-30T20:36:30.012484] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-30T20:36:30.012517] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-30T20:36:30.013324] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:30.013391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:30.015229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:30.015805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:30.016266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:30.016717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:30.017542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:30.018168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:30.019953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:30.022944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:30.025032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:30.027508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.062874] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.069927] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-30T20:36:30.069995] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=56.4107%)
[2025-12-30T20:36:30.070155] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-30T20:36:30.070200] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-30T20:36:30.070873] [INFO ] [main      ] Progress: 344/412 forecasts completed (83.5%). EB finished in 0.8s. ETA: 11.5s. Rate: 353.28 forecasts/min
[2025-12-30T20:36:30.079662] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.082679] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.083729] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-30T20:36:30.083788] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-30T20:36:30.083821] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-30T20:36:30.084650] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:30.084711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:30.086482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:30.089625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:30.136033] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-30T20:36:30.136103] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=57.1727%)
[2025-12-30T20:36:30.136480] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-30T20:36:30.136543] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-30T20:36:30.136661] [INFO ] [main      ] Progress: 345/412 forecasts completed (83.7%). DRMA finished in 0.6s. ETA: 11.4s. Rate: 353.90 forecasts/min
[2025-12-30T20:36:30.148360] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.149614] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-30T20:36:30.149669] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-30T20:36:30.149702] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-30T20:36:30.150527] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:30.150614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:30.153059] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-30T20:36:30.153125] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=50.7224%)
[2025-12-30T20:36:30.153617] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-30T20:36:30.153669] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-30T20:36:30.153632] [INFO ] [main      ] Progress: 346/412 forecasts completed (84.0%). LTC finished in 0.7s. ETA: 11.2s. Rate: 354.83 forecasts/min
[2025-12-30T20:36:30.156066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:30.165256] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.166142] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-30T20:36:30.166193] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-30T20:36:30.166222] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-30T20:36:30.167056] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:30.167128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:30.168876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:30.169385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:30.171400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:30.172318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.172632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.213152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.386798] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-30
[2025-12-30T20:36:30.516188] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-30
[2025-12-30T20:36:30.518398] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-30
[2025-12-30T20:36:30.559603] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.567209] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-30
[2025-12-30T20:36:30.642546] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-30T20:36:30.642640] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=64.5468%)
[2025-12-30T20:36:30.643018] [INFO ] [main      ] Progress: 347/412 forecasts completed (84.2%). CSX finished in 0.6s. ETA: 11.1s. Rate: 352.90 forecasts/min
[2025-12-30T20:36:30.643143] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-30T20:36:30.643186] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-30T20:36:30.654535] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.655557] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-30T20:36:30.655636] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-30T20:36:30.655670] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-30T20:36:30.656461] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-30T20:36:30.656529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:30.659047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:30.660060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:30.662895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:30.664291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:30.667293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:30.670158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:30.671981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:30.672479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:30.673620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:30.675668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:30.681606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.683617] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.686418] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.751540] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:30.752623] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-30T20:36:30.752693] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=61.2954%)
[2025-12-30T20:36:30.753149] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-30T20:36:30.753201] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-30T20:36:30.753657] [INFO ] [main      ] Progress: 348/412 forecasts completed (84.5%). AMLX finished in 0.6s. ETA: 10.9s. Rate: 353.26 forecasts/min
[2025-12-30T20:36:30.764382] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.765388] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-30T20:36:30.765438] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-30T20:36:30.765468] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-30T20:36:30.766270] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:30.766331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:30.771343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:30.772188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:30.773437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:30.775498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-30T20:36:30.776270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:30.778033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.796773] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-30T20:36:30.796843] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=63.9205%)
[2025-12-30T20:36:30.797200] [INFO ] [main      ] Progress: 349/412 forecasts completed (84.7%). RBLX finished in 0.7s. ETA: 10.7s. Rate: 354.01 forecasts/min
[2025-12-30T20:36:30.797323] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-30T20:36:30.797365] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-30T20:36:30.808394] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.809338] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-30T20:36:30.809397] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-30T20:36:30.809435] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-30T20:36:30.810237] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:30.810296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:30.811026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:30.813036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:30.814858] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-30T20:36:30.814927] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=47.3066%)
[2025-12-30T20:36:30.815091] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-30T20:36:30.815137] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-30T20:36:30.815848] [INFO ] [main      ] Progress: 350/412 forecasts completed (85.0%). PAGS finished in 0.7s. ETA: 10.5s. Rate: 354.91 forecasts/min
[2025-12-30T20:36:30.827405] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:30.828166] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-30T20:36:30.828218] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-30T20:36:30.828251] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-30T20:36:30.828252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:30.829122] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:30.829190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:30.834455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:30.835843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:30.837977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:30.842498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:30.843771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:30.846932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:30.847602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:31.046818] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.119360] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.167496] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.198498] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.219269] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.290674] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.336800] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.364447] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-30T20:36:31.364524] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=59.876%)
[2025-12-30T20:36:31.364917] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-30T20:36:31.364969] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-30T20:36:31.364951] [INFO ] [main      ] Progress: 351/412 forecasts completed (85.2%). TXN finished in 0.7s. ETA: 10.4s. Rate: 352.65 forecasts/min
[2025-12-30T20:36:31.366097] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.366824] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-30T20:36:31.366880] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=61.9557%)
[2025-12-30T20:36:31.367223] [INFO ] [main      ] Progress: 352/412 forecasts completed (85.4%). PHUN finished in 0.6s. ETA: 10.2s. Rate: 353.64 forecasts/min
[2025-12-30T20:36:31.367220] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-30T20:36:31.367340] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-30T20:36:31.375703] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:31.376750] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-30T20:36:31.376802] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-30T20:36:31.376833] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-30T20:36:31.377646] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:31.377709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:31.378557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:31.378530] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:31.379391] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-30T20:36:31.379453] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-30T20:36:31.379483] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-30T20:36:31.380260] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:31.380318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:31.381043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:31.381159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:31.382871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:31.383382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:31.384106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:31.384439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:31.384769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:31.387649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:31.396945] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-30T20:36:31.397005] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=54.9535%)
[2025-12-30T20:36:31.397311] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-30T20:36:31.397361] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-30T20:36:31.398262] [INFO ] [main      ] Progress: 353/412 forecasts completed (85.7%). BGRN finished in 0.6s. ETA: 10.0s. Rate: 354.46 forecasts/min
[2025-12-30T20:36:31.409099] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:31.410120] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-30T20:36:31.410178] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-30T20:36:31.410209] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-30T20:36:31.411035] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:31.411098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:31.416013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:31.417043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:31.417725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:31.420585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:31.422935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:31.424326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:31.447887] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-30T20:36:31.447955] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=57.1347%)
[2025-12-30T20:36:31.448298] [INFO ] [main      ] Fetching symbol history for XPRO...
[2025-12-30T20:36:31.448348] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2025-12-30T20:36:31.448651] [INFO ] [main      ] Progress: 354/412 forecasts completed (85.9%). AVA finished in 0.6s. ETA: 9.8s. Rate: 355.17 forecasts/min
[2025-12-30T20:36:31.460698] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:31.461520] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2025-12-30T20:36:31.461597] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-30T20:36:31.461639] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2025-12-30T20:36:31.462417] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:31.462477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:31.502662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:31.507262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:31.525192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:31.526935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:31.528561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:31.722067] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.738659] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.761979] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.870539] [DEBUG] [MAG       ] XPRO: Last date is validated at 2025-12-30
[2025-12-30T20:36:31.888215] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.911928] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.928510] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:31.974846] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-30T20:36:31.974916] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=41.9894%)
[2025-12-30T20:36:31.975304] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-30T20:36:31.975355] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-30T20:36:31.975646] [INFO ] [main      ] Progress: 355/412 forecasts completed (86.2%). UBND finished in 0.6s. ETA: 9.7s. Rate: 353.06 forecasts/min
[2025-12-30T20:36:31.986919] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:31.987949] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-30T20:36:31.988002] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-30T20:36:31.988035] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-30T20:36:31.988858] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:31.988918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:31.989441] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-30T20:36:31.989508] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=53.2185%)
[2025-12-30T20:36:31.989968] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-30T20:36:31.989955] [INFO ] [main      ] Progress: 356/412 forecasts completed (86.4%). IPGP finished in 0.6s. ETA: 9.5s. Rate: 353.97 forecasts/min
[2025-12-30T20:36:31.990044] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-30T20:36:31.990680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:31.991247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:31.992687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.001452] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.002633] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-30T20:36:32.002684] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-30T20:36:32.002714] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-30T20:36:32.003482] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:32.003542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:32.005235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:32.005761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:32.007397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.039495] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:32.068225] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-30T20:36:32.068295] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=56.3402%)
[2025-12-30T20:36:32.068629] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-30T20:36:32.068680] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-30T20:36:32.069557] [INFO ] [main      ] Progress: 357/412 forecasts completed (86.7%). BBCP finished in 0.7s. ETA: 9.3s. Rate: 354.50 forecasts/min
[2025-12-30T20:36:32.081007] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.082091] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-30T20:36:32.082153] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-30T20:36:32.082184] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-30T20:36:32.082989] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:32.083050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:32.087877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:32.118339] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2025-12-30T20:36:32.118407] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=59.6816%)
[2025-12-30T20:36:32.118583] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-30T20:36:32.118629] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-30T20:36:32.118865] [INFO ] [main      ] Progress: 358/412 forecasts completed (86.9%). XPRO finished in 0.7s. ETA: 9.1s. Rate: 355.20 forecasts/min
[2025-12-30T20:36:32.127502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:32.129629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:32.131240] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.131844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:32.132158] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-30T20:36:32.132210] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-30T20:36:32.132241] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-30T20:36:32.133032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:32.133060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.133092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:32.134846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:32.135350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:32.135764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:32.174697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:32.175631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:32.176874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.351114] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-30
[2025-12-30T20:36:32.357302] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-30
[2025-12-30T20:36:32.473015] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-30
[2025-12-30T20:36:32.518005] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-30
[2025-12-30T20:36:32.524923] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:32.526660] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:32.590292] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-30T20:36:32.590358] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=67.6768%)
[2025-12-30T20:36:32.590735] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-30T20:36:32.590787] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-30T20:36:32.591625] [INFO ] [main      ] Progress: 359/412 forecasts completed (87.1%). SHEN finished in 0.6s. ETA: 9.0s. Rate: 353.43 forecasts/min
[2025-12-30T20:36:32.602009] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.603133] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-30T20:36:32.603184] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-30T20:36:32.603215] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-30T20:36:32.603998] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:32.604062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:32.608802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:32.610297] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-30T20:36:32.610363] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=61.961%)
[2025-12-30T20:36:32.610737] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-30T20:36:32.610789] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-30T20:36:32.611649] [INFO ] [main      ] Progress: 360/412 forecasts completed (87.4%). FC finished in 0.6s. ETA: 8.8s. Rate: 354.30 forecasts/min
[2025-12-30T20:36:32.611813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:32.613518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:32.615248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:32.615726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:32.616813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:32.618812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.623797] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.625017] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-30T20:36:32.625071] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-30T20:36:32.625103] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-30T20:36:32.625940] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:32.626002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:32.627773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:32.628300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:32.628761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:32.629772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:32.641710] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:32.681560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.690138] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:32.737203] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-30T20:36:32.737267] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=45.1902%)
[2025-12-30T20:36:32.737960] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-30T20:36:32.738010] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-30T20:36:32.738897] [INFO ] [main      ] Progress: 361/412 forecasts completed (87.6%). TD finished in 0.7s. ETA: 8.6s. Rate: 354.54 forecasts/min
[2025-12-30T20:36:32.749749] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.750656] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-30T20:36:32.750707] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-30T20:36:32.750739] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-30T20:36:32.751502] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-30T20:36:32.751567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:32.756438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:32.757263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:32.758093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:32.759084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:32.807697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:32.808613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:32.809272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:32.811081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:32.811588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:32.812715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:32.814745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.821192] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-30T20:36:32.821261] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=46.8081%)
[2025-12-30T20:36:32.821418] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-30T20:36:32.821462] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-30T20:36:32.821862] [INFO ] [main      ] Progress: 362/412 forecasts completed (87.9%). SANM finished in 0.7s. ETA: 8.4s. Rate: 355.04 forecasts/min
[2025-12-30T20:36:32.832704] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:32.833613] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-30T20:36:32.833669] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-30T20:36:32.833701] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-30T20:36:32.834475] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:32.834535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:32.839346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:32.840792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:32.955913] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.048019] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.120218] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.154297] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.182987] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.192936] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-30T20:36:33.193000] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=55.6873%)
[2025-12-30T20:36:33.193335] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-30T20:36:33.193385] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-30T20:36:33.193628] [INFO ] [main      ] Progress: 363/412 forecasts completed (88.1%). ING finished in 0.6s. ETA: 8.3s. Rate: 353.87 forecasts/min
[2025-12-30T20:36:33.204635] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.205552] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-30T20:36:33.205627] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-30T20:36:33.205660] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-30T20:36:33.206413] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:33.206474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:33.211185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:33.212945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:33.213410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:33.213808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:33.214665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.219657] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.287340] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-30T20:36:33.287405] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=60.7351%)
[2025-12-30T20:36:33.287782] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-30T20:36:33.287834] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-30T20:36:33.288660] [INFO ] [main      ] Progress: 364/412 forecasts completed (88.3%). BEN finished in 0.7s. ETA: 8.1s. Rate: 354.30 forecasts/min
[2025-12-30T20:36:33.298143] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.298914] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-30T20:36:33.298966] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-30T20:36:33.298997] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-30T20:36:33.299803] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:33.299864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:33.305091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:33.307163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:33.307687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:33.308096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:33.308917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.326298] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.351664] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.415816] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-30T20:36:33.415881] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-3.41% (Conf=55.7434%)
[2025-12-30T20:36:33.416042] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-30T20:36:33.416084] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-30T20:36:33.418633] [INFO ] [main      ] Progress: 365/412 forecasts completed (88.6%). DTIL finished in 0.6s. ETA: 8.0s. Rate: 354.53 forecasts/min
[2025-12-30T20:36:33.419155] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-30T20:36:33.419216] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=-4.66% (Conf=70.1268%)
[2025-12-30T20:36:33.419485] [INFO ] [main      ] Progress: 366/412 forecasts completed (88.8%). BWIN finished in 0.7s. ETA: 7.8s. Rate: 355.49 forecasts/min
[2025-12-30T20:36:33.419603] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-30T20:36:33.419657] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-30T20:36:33.427095] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.428206] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-30T20:36:33.428591] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-30T20:36:33.428627] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-30T20:36:33.429437] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:33.429496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:33.431249] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.431979] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-30T20:36:33.432028] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-30T20:36:33.432059] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-30T20:36:33.432850] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:33.432909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:33.434611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:33.435128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:33.435521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-30T20:36:33.441312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.540245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.557490] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.664456] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.727648] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.775085] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.836014] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-30T20:36:33.836084] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=64.1105%)
[2025-12-30T20:36:33.836536] [INFO ] [main      ] Fetching symbol history for AMWL...
[2025-12-30T20:36:33.836606] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2025-12-30T20:36:33.836659] [INFO ] [main      ] Progress: 367/412 forecasts completed (89.1%). AVB finished in 0.6s. ETA: 7.6s. Rate: 354.07 forecasts/min
[2025-12-30T20:36:33.836864] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.847929] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.849108] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2025-12-30T20:36:33.849161] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-30T20:36:33.849193] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2025-12-30T20:36:33.850023] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:33.850084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:33.855011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:33.855864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:33.858299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:33.881657] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-30
[2025-12-30T20:36:33.916308] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-30T20:36:33.916383] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=52.1701%)
[2025-12-30T20:36:33.916769] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-30T20:36:33.916821] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-30T20:36:33.917639] [INFO ] [main      ] Progress: 368/412 forecasts completed (89.3%). SOCL finished in 0.6s. ETA: 7.4s. Rate: 354.58 forecasts/min
[2025-12-30T20:36:33.927696] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:33.928485] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-30T20:36:33.928536] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-30T20:36:33.928567] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-30T20:36:33.929367] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:33.929437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:33.934249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:33.936035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:33.936514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:33.936922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:33.937783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:33.940187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:33.940883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.941344] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:33.970653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:33.971632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:33.998053] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-30T20:36:33.998119] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=47.3624%)
[2025-12-30T20:36:33.998431] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-30T20:36:33.998480] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-30T20:36:33.999360] [INFO ] [main      ] Progress: 369/412 forecasts completed (89.6%). RES finished in 0.6s. ETA: 7.3s. Rate: 355.07 forecasts/min
[2025-12-30T20:36:34.010208] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.011283] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-30T20:36:34.011335] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-30T20:36:34.011366] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-30T20:36:34.012167] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:34.012232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:34.017034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:34.018952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:34.019427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:34.019888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:34.020281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:34.021033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:34.021848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:34.050701] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:34.121682] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-30T20:36:34.121751] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=47.3983%)
[2025-12-30T20:36:34.121906] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-30T20:36:34.121950] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-30T20:36:34.122874] [INFO ] [main      ] Progress: 370/412 forecasts completed (89.8%). CWCO finished in 0.7s. ETA: 7.1s. Rate: 355.33 forecasts/min
[2025-12-30T20:36:34.130828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:34.132864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.133167] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.134816] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-30T20:36:34.134867] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-30T20:36:34.134897] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-30T20:36:34.135695] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:34.135755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:34.140567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:34.141875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:34.144284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.290936] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-30
[2025-12-30T20:36:34.304728] [DEBUG] [MAG       ] AMWL: Last date is validated at 2025-12-30
[2025-12-30T20:36:34.463215] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:34.468070] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-30
[2025-12-30T20:36:34.468771] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:34.485701] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-30
[2025-12-30T20:36:34.527299] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-30T20:36:34.527368] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=56.0761%)
[2025-12-30T20:36:34.527745] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-30T20:36:34.527799] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-30T20:36:34.528652] [INFO ] [main      ] Progress: 371/412 forecasts completed (90.0%). TBB finished in 0.6s. ETA: 6.9s. Rate: 353.99 forecasts/min
[2025-12-30T20:36:34.537931] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2025-12-30T20:36:34.538007] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=55.2857%)
[2025-12-30T20:36:34.538380] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-30T20:36:34.538430] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-30T20:36:34.538618] [INFO ] [main      ] Progress: 372/412 forecasts completed (90.3%). AMWL finished in 0.7s. ETA: 6.8s. Rate: 354.89 forecasts/min
[2025-12-30T20:36:34.539106] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.540171] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-30T20:36:34.540228] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-30T20:36:34.540259] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-30T20:36:34.541057] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:34.541118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:34.542039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:34.550067] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.550912] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-30T20:36:34.550963] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-30T20:36:34.550994] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-30T20:36:34.551805] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:34.551864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:34.553856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:34.570565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.584197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.655418] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:34.696357] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:34.727796] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-30T20:36:34.727863] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=54.6429%)
[2025-12-30T20:36:34.728019] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-30T20:36:34.728063] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-30T20:36:34.728970] [INFO ] [main      ] Progress: 373/412 forecasts completed (90.5%). SAFE finished in 0.6s. ETA: 6.6s. Rate: 354.77 forecasts/min
[2025-12-30T20:36:34.739286] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.740479] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-30T20:36:34.740535] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-30T20:36:34.740594] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-30T20:36:34.741422] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:34.741487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:34.743329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:34.743885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:34.744296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:34.748769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-30T20:36:34.749993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:34.752127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:34.755356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.770677] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-30T20:36:34.770753] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=56.9688%)
[2025-12-30T20:36:34.771110] [INFO ] [main      ] Progress: 374/412 forecasts completed (90.8%). AMZD finished in 0.8s. ETA: 6.4s. Rate: 355.49 forecasts/min
[2025-12-30T20:36:34.771237] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-30T20:36:34.771281] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-30T20:36:34.782959] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:34.784155] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-30T20:36:34.784215] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-30T20:36:34.784248] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-30T20:36:34.785121] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:34.785183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:34.790509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:34.792419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:34.793264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:34.794698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:34.797197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-30T20:36:34.798671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:34.944717] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.020516] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.173007] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:35.183384] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.210810] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:35.278648] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-30T20:36:35.278750] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=44.2832%)
[2025-12-30T20:36:35.279152] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-30T20:36:35.279205] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-30T20:36:35.279675] [INFO ] [main      ] Progress: 375/412 forecasts completed (91.0%). DUKB finished in 0.7s. ETA: 6.3s. Rate: 353.59 forecasts/min
[2025-12-30T20:36:35.285012] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-30T20:36:35.285108] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=63.9359%)
[2025-12-30T20:36:35.285721] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-30T20:36:35.285795] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-30T20:36:35.286651] [INFO ] [main      ] Progress: 376/412 forecasts completed (91.3%). HSAI finished in 0.8s. ETA: 6.1s. Rate: 354.49 forecasts/min
[2025-12-30T20:36:35.293061] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:35.294525] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-30T20:36:35.294641] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-30T20:36:35.294686] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-30T20:36:35.296032] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:35.296116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:35.302683] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:35.302957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:35.303939] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-30T20:36:35.304037] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-30T20:36:35.304092] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-30T20:36:35.304094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:35.305635] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:35.305745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:35.306164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:35.306179] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.313147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:35.315255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:35.315884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:35.316494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:35.317511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:35.366850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:36:35.369630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:35.373533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-30T20:36:35.376021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:35.444243] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:35.545226] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:35.572371] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-30T20:36:35.572471] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-4.35% (Conf=56.3953%)
[2025-12-30T20:36:35.573506] [INFO ] [main      ] Progress: 377/412 forecasts completed (91.5%). BRZE finished in 0.8s. ETA: 5.9s. Rate: 353.84 forecasts/min
[2025-12-30T20:36:35.573716] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-30T20:36:35.573788] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-30T20:36:35.591406] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:35.592564] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-30T20:36:35.592680] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-30T20:36:35.592737] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-30T20:36:35.594138] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:35.594225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:35.596975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:35.597876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:35.598555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:35.599217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:35.600674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:35.601776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:35.642820] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-30T20:36:35.642893] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-5.17% (Conf=56.5528%)
[2025-12-30T20:36:35.643063] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-30T20:36:35.643109] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-30T20:36:35.643909] [INFO ] [main      ] Progress: 378/412 forecasts completed (91.7%). JELD finished in 0.9s. ETA: 5.8s. Rate: 354.39 forecasts/min
[2025-12-30T20:36:35.658399] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:35.659514] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-30T20:36:35.659608] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-30T20:36:35.659653] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-30T20:36:35.660716] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:35.660782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:35.666465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:35.667813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:35.753361] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.858434] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-30
[2025-12-30T20:36:35.953053] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.032814] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.048123] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.092207] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.098165] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-30T20:36:36.098240] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=56.4812%)
[2025-12-30T20:36:36.098628] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-30T20:36:36.098719] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-30T20:36:36.098666] [INFO ] [main      ] Progress: 379/412 forecasts completed (92.0%). EG finished in 0.8s. ETA: 5.6s. Rate: 352.82 forecasts/min
[2025-12-30T20:36:36.111430] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.112615] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-30T20:36:36.112673] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-30T20:36:36.112714] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-30T20:36:36.114029] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:36.114092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:36.116701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.163172] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-30T20:36:36.163241] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=54.0423%)
[2025-12-30T20:36:36.163641] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-30T20:36:36.163694] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-30T20:36:36.164663] [INFO ] [main      ] Progress: 380/412 forecasts completed (92.2%). SUPN finished in 0.9s. ETA: 5.4s. Rate: 353.39 forecasts/min
[2025-12-30T20:36:36.175328] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.176144] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-30T20:36:36.178542] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-30T20:36:36.178598] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-30T20:36:36.179437] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:36.179502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:36.181246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:36.181798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:36.182254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:36.183180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-30T20:36:36.215072] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.275843] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.285134] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-30T20:36:36.285204] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=67.991%)
[2025-12-30T20:36:36.285614] [INFO ] [main      ] Progress: 381/412 forecasts completed (92.5%). XRX finished in 0.7s. ETA: 5.3s. Rate: 353.65 forecasts/min
[2025-12-30T20:36:36.285756] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-30T20:36:36.285996] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-30T20:36:36.298250] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.299426] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-30T20:36:36.299482] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-30T20:36:36.299514] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-30T20:36:36.300377] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:36.300439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:36.301595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:36.302827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:36.303480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:36.305545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:36.306435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.306554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:36.309219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:36.310935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:36.311728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.342591] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-30T20:36:36.342664] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-2.73% (Conf=44.8838%)
[2025-12-30T20:36:36.342848] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-30T20:36:36.342897] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-30T20:36:36.343905] [INFO ] [main      ] Progress: 382/412 forecasts completed (92.7%). SKLZ finished in 0.7s. ETA: 5.1s. Rate: 354.26 forecasts/min
[2025-12-30T20:36:36.354427] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.355238] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-30T20:36:36.355296] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-30T20:36:36.355337] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-30T20:36:36.356162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:36.356225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:36.357945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:36.358478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:36.407619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:36.409746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-30T20:36:36.410793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.461679] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.625219] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.656146] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.675269] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.721515] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-30T20:36:36.721601] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=49.7247%)
[2025-12-30T20:36:36.721960] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-30T20:36:36.722012] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-30T20:36:36.722668] [INFO ] [main      ] Progress: 383/412 forecasts completed (93.0%). CGON finished in 0.6s. ETA: 4.9s. Rate: 353.12 forecasts/min
[2025-12-30T20:36:36.733285] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.734198] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-30T20:36:36.734255] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-30T20:36:36.734286] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-30T20:36:36.735072] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:36.735131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:36.736829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:36.737323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:36.737784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:36.740177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.755642] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-30
[2025-12-30T20:36:36.825682] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.856614] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.917241] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-30T20:36:36.917318] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-3.25% (Conf=55.9998%)
[2025-12-30T20:36:36.917486] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-30T20:36:36.917532] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-30T20:36:36.917982] [INFO ] [main      ] Progress: 384/412 forecasts completed (93.2%). ASA finished in 0.8s. ETA: 4.8s. Rate: 352.99 forecasts/min
[2025-12-30T20:36:36.928934] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.930605] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-30T20:36:36.930668] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-30T20:36:36.930705] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-30T20:36:36.930928] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:36.931467] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:36.931537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:36.932260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:36.969282] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-30T20:36:36.969351] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=76.28%)
[2025-12-30T20:36:36.969779] [INFO ] [main      ] Progress: 385/412 forecasts completed (93.4%). NVDD finished in 0.7s. ETA: 4.6s. Rate: 353.62 forecasts/min
[2025-12-30T20:36:36.969931] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-30T20:36:36.969986] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-30T20:36:36.982858] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:36.984074] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-30T20:36:36.984134] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-30T20:36:36.984166] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-30T20:36:36.985080] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:36.985145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:36.987016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:36.987617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:36.988051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:36.989000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.044511] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-30T20:36:37.044608] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=66.095%)
[2025-12-30T20:36:37.044797] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-30T20:36:37.044847] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-30T20:36:37.045912] [INFO ] [main      ] Progress: 386/412 forecasts completed (93.7%). GSHD finished in 0.7s. ETA: 4.4s. Rate: 354.13 forecasts/min
[2025-12-30T20:36:37.056994] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.061672] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-30T20:36:37.061726] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-30T20:36:37.061759] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-30T20:36:37.062656] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:37.062719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:37.067956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:37.069324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:37.070679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.074229] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.239379] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:37.282733] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.308282] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-30T20:36:37.308349] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=7.31% (Conf=48.352%)
[2025-12-30T20:36:37.308727] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-30T20:36:37.308782] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-30T20:36:37.309669] [INFO ] [main      ] Progress: 387/412 forecasts completed (93.9%). SLN finished in 0.6s. ETA: 4.2s. Rate: 353.62 forecasts/min
[2025-12-30T20:36:37.320070] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.320870] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-30T20:36:37.320930] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-30T20:36:37.320962] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-30T20:36:37.321754] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:37.321815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:37.323524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:37.324051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:37.324428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-30T20:36:37.357841] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.363067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:37.363904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:37.368246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:37.369661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:37.370279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.431219] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.454360] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:37.506058] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-30T20:36:37.506126] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-30T20:36:37.506562] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-30T20:36:37.506633] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-30T20:36:37.506685] [INFO ] [main      ] Progress: 388/412 forecasts completed (94.2%). VGSH finished in 0.6s. ETA: 4.1s. Rate: 353.47 forecasts/min
[2025-12-30T20:36:37.518304] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.519303] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-30T20:36:37.519356] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-30T20:36:37.519388] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-30T20:36:37.520199] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-30T20:36:37.520266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:37.525307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:37.527289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:37.527840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:37.528250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:37.529262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-30T20:36:37.529990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-30T20:36:37.531138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:37.532320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:37.532809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-30T20:36:37.534369] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:37.534852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.606146] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-30T20:36:37.606213] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=3.45% (Conf=56.69%)
[2025-12-30T20:36:37.606651] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-30T20:36:37.606709] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-30T20:36:37.607662] [INFO ] [main      ] Progress: 389/412 forecasts completed (94.4%). AG finished in 0.6s. ETA: 3.9s. Rate: 353.84 forecasts/min
[2025-12-30T20:36:37.608135] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:37.619294] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.620475] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-30T20:36:37.620531] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-30T20:36:37.620564] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-30T20:36:37.621454] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:37.621520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:37.623340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:37.623901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:37.624344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:37.667804] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-30T20:36:37.667872] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=47.1354%)
[2025-12-30T20:36:37.668046] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-30T20:36:37.668102] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-30T20:36:37.669057] [INFO ] [main      ] Progress: 390/412 forecasts completed (94.7%). HPI finished in 0.6s. ETA: 3.7s. Rate: 354.42 forecasts/min
[2025-12-30T20:36:37.680097] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.681366] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-30T20:36:37.681419] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-30T20:36:37.681450] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-30T20:36:37.682277] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:37.682337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:37.683100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-30T20:36:37.683791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.706424] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.706830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:37.711762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-30T20:36:37.713995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:37.715081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:37.873113] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:37.887644] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-30
[2025-12-30T20:36:37.938218] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-30T20:36:37.938283] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=38.3656%)
[2025-12-30T20:36:37.938646] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-30T20:36:37.938728] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-30T20:36:37.938671] [INFO ] [main      ] Progress: 391/412 forecasts completed (94.9%). CXDO finished in 0.6s. ETA: 3.6s. Rate: 353.89 forecasts/min
[2025-12-30T20:36:37.949923] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:37.950856] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-30T20:36:37.950906] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-30T20:36:37.950937] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-30T20:36:37.951720] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:37.951797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:37.953467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:37.953988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:37.954368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-30T20:36:37.955989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:37.956765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:37.957970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:37.958730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:37.959925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.044091] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.058282] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.071167] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.181939] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-30T20:36:38.182009] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=50.152%)
[2025-12-30T20:36:38.182173] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-30T20:36:38.182222] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-30T20:36:38.183676] [INFO ] [main      ] Progress: 392/412 forecasts completed (95.1%). BAP finished in 0.7s. ETA: 3.4s. Rate: 353.49 forecasts/min
[2025-12-30T20:36:38.192757] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.194261] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-30T20:36:38.194316] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-30T20:36:38.194347] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-30T20:36:38.195201] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:38.195268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.200208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:38.201074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:38.201953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:38.224434] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.248552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:38.250269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:38.250816] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.252489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:38.254254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-30T20:36:38.255561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-30T20:36:38.258968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.287618] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-30T20:36:38.287688] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=56.3068%)
[2025-12-30T20:36:38.288034] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-30T20:36:38.288094] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-30T20:36:38.288917] [INFO ] [main      ] Progress: 393/412 forecasts completed (95.4%). ASTL finished in 0.6s. ETA: 3.2s. Rate: 353.83 forecasts/min
[2025-12-30T20:36:38.297074] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.299671] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.300628] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-30T20:36:38.300690] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-30T20:36:38.300722] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-30T20:36:38.301524] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:38.301616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.306836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:38.307731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:38.309968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:38.311892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.317674] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-30T20:36:38.317744] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=59.7414%)
[2025-12-30T20:36:38.318192] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-30T20:36:38.318248] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-30T20:36:38.318664] [INFO ] [main      ] Progress: 394/412 forecasts completed (95.6%). SCM finished in 0.7s. ETA: 3.0s. Rate: 354.57 forecasts/min
[2025-12-30T20:36:38.330495] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.331668] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-30T20:36:38.331725] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-30T20:36:38.331756] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-30T20:36:38.332639] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:38.332701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:38.334973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:38.335524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:38.338350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:38.339226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:38.339953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.462280] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.563657] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-30T20:36:38.563723] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=56.2885%)
[2025-12-30T20:36:38.564083] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-30T20:36:38.564133] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-30T20:36:38.565658] [INFO ] [main      ] Progress: 395/412 forecasts completed (95.9%). RARE finished in 0.6s. ETA: 2.9s. Rate: 354.16 forecasts/min
[2025-12-30T20:36:38.575369] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.576179] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-30T20:36:38.576229] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-30T20:36:38.576260] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-30T20:36:38.577066] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-30T20:36:38.577127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.581882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:38.582696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:38.585007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-30T20:36:38.585816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:38.587828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-30T20:36:38.588556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-30T20:36:38.591362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-30T20:36:38.592110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.613688] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.676134] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.693642] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.785277] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.853758] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.870544] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:38.910394] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-30T20:36:38.910461] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-8.20% (Conf=61.9164%)
[2025-12-30T20:36:38.910844] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-30T20:36:38.910895] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-30T20:36:38.910925] [INFO ] [main      ] Progress: 396/412 forecasts completed (96.1%). GLTO finished in 0.7s. ETA: 2.7s. Rate: 353.23 forecasts/min
[2025-12-30T20:36:38.919209] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-30T20:36:38.919293] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=41.5907%)
[2025-12-30T20:36:38.919461] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-30T20:36:38.919506] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-30T20:36:38.920314] [INFO ] [main      ] Progress: 397/412 forecasts completed (96.4%). HYXF finished in 0.6s. ETA: 2.5s. Rate: 354.07 forecasts/min
[2025-12-30T20:36:38.922329] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.923178] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-30T20:36:38.923228] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-30T20:36:38.923602] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-30T20:36:38.924379] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:38.924439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.925563] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-30
[2025-12-30T20:36:38.929302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:38.931159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:38.931659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:38.932102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:38.932504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-30T20:36:38.934699] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.935398] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-30T20:36:38.935451] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-30T20:36:38.935482] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-30T20:36:38.935377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.936310] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:38.936374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.941724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:38.942566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-30T20:36:38.943538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:38.946231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:38.947643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:38.950089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:38.956661] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-30T20:36:38.956729] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=8.54% (Conf=61.8475%)
[2025-12-30T20:36:38.957096] [INFO ] [main      ] Progress: 398/412 forecasts completed (96.6%). ENVX finished in 0.6s. ETA: 2.4s. Rate: 354.77 forecasts/min
[2025-12-30T20:36:38.957227] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-30T20:36:38.957271] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-30T20:36:38.969508] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:38.970466] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-30T20:36:38.970528] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-30T20:36:38.970560] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-30T20:36:38.971490] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:38.971564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:38.976846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:38.978797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:38.979301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:38.983712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-30T20:36:38.985291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-30T20:36:38.988091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.091459] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:39.158674] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-30T20:36:39.158772] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=56.5912%)
[2025-12-30T20:36:39.159154] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-30T20:36:39.159203] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-30T20:36:39.160660] [INFO ] [main      ] Progress: 399/412 forecasts completed (96.8%). HPF finished in 0.6s. ETA: 2.2s. Rate: 354.59 forecasts/min
[2025-12-30T20:36:39.170625] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:39.171482] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-30T20:36:39.171532] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-30T20:36:39.171563] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-30T20:36:39.172348] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-30T20:36:39.172641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:39.177394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:39.179198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:39.179687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:39.180068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:39.180995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:39.181594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.289346] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-30
[2025-12-30T20:36:39.333916] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-30
[2025-12-30T20:36:39.371418] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-30
[2025-12-30T20:36:39.460156] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:39.504833] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:39.515053] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-30
[2025-12-30T20:36:39.544724] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-30T20:36:39.544799] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=50.1219%)
[2025-12-30T20:36:39.544960] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-30T20:36:39.545004] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-30T20:36:39.545871] [INFO ] [main      ] Progress: 400/412 forecasts completed (97.1%). BDSX finished in 0.6s. ETA: 2.0s. Rate: 353.46 forecasts/min
[2025-12-30T20:36:39.550026] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:39.556210] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:39.557011] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-30T20:36:39.557061] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-30T20:36:39.557092] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-30T20:36:39.557899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:39.557959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:39.559707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:39.560215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-30T20:36:39.576801] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-30T20:36:39.576870] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=5.43% (Conf=51.3107%)
[2025-12-30T20:36:39.577229] [INFO ] [main      ] Progress: 401/412 forecasts completed (97.3%). PSQH finished in 0.6s. ETA: 1.9s. Rate: 354.18 forecasts/min
[2025-12-30T20:36:39.577357] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-30T20:36:39.577402] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-30T20:36:39.589553] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:39.590557] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-30T20:36:39.590634] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-30T20:36:39.590674] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-30T20:36:39.591526] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-30T20:36:39.591608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:39.594132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:39.594765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:39.595380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-30T20:36:39.611129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-30T20:36:39.613179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.678865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.682115] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:39.697845] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-30T20:36:39.697928] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=65.5803%)
[2025-12-30T20:36:39.698103] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-30T20:36:39.698151] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-30T20:36:39.698980] [INFO ] [main      ] Progress: 402/412 forecasts completed (97.6%). SATS finished in 0.8s. ETA: 1.7s. Rate: 354.43 forecasts/min
[2025-12-30T20:36:39.710007] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:39.710949] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-30T20:36:39.711012] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-30T20:36:39.711047] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-30T20:36:39.711991] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-30T20:36:39.712055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:39.718109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:39.720377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-30T20:36:39.722987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.761583] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-30T20:36:39.761656] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=58.9066%)
[2025-12-30T20:36:39.762038] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-30T20:36:39.762089] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-30T20:36:39.762659] [INFO ] [main      ] Progress: 403/412 forecasts completed (97.8%). THRM finished in 0.6s. ETA: 1.5s. Rate: 354.98 forecasts/min
[2025-12-30T20:36:39.776611] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:39.777827] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-30T20:36:39.777904] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-30T20:36:39.777959] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-30T20:36:39.779170] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-30T20:36:39.779249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-30T20:36:39.780105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:39.783208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:39.963997] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.040758] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.084823] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.137759] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.138637] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.206897] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.211561] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-30T20:36:40.211645] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=50.8925%)
[2025-12-30T20:36:40.212094] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-30T20:36:40.212147] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-30T20:36:40.212655] [INFO ] [main      ] Progress: 404/412 forecasts completed (98.1%). ENB finished in 0.7s. ETA: 1.4s. Rate: 353.53 forecasts/min
[2025-12-30T20:36:40.223345] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:40.224428] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-30T20:36:40.224497] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-30T20:36:40.224530] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-30T20:36:40.225364] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-30T20:36:40.225428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:40.230433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:40.232269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:40.232800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:40.233262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-30T20:36:40.235690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-30T20:36:40.236352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-30T20:36:40.237823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:40.269009] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.274951] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-30T20:36:40.275016] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=4.10% (Conf=47.5106%)
[2025-12-30T20:36:40.275339] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-30T20:36:40.275388] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-30T20:36:40.276310] [INFO ] [main      ] Progress: 405/412 forecasts completed (98.3%). PUK finished in 0.7s. ETA: 1.2s. Rate: 354.07 forecasts/min
[2025-12-30T20:36:40.287296] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:40.288207] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-30T20:36:40.288258] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-30T20:36:40.288288] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-30T20:36:40.289125] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-30T20:36:40.289184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-30T20:36:40.290241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:40.316267] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.350434] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-30T20:36:40.350508] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=48.9021%)
[2025-12-30T20:36:40.350723] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-30T20:36:40.350776] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-30T20:36:40.352281] [INFO ] [main      ] Progress: 406/412 forecasts completed (98.5%). HERO finished in 0.7s. ETA: 1.0s. Rate: 354.55 forecasts/min
[2025-12-30T20:36:40.370363] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:40.372721] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-30T20:36:40.372854] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-30T20:36:40.372890] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-30T20:36:40.374178] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:40.374247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-30T20:36:40.380384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:40.382540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:40.383065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:40.383557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:40.383984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-30T20:36:40.384914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:40.385883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:40.387264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-30T20:36:40.389016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:40.421338] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-30T20:36:40.421412] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=66.5492%)
[2025-12-30T20:36:40.421794] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-30T20:36:40.421845] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-30T20:36:40.422658] [INFO ] [main      ] Progress: 407/412 forecasts completed (98.8%). WH finished in 0.7s. ETA: 0.8s. Rate: 355.06 forecasts/min
[2025-12-30T20:36:40.435775] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:40.436633] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-30T20:36:40.436689] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-30T20:36:40.436720] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-30T20:36:40.437509] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-30T20:36:40.437588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-30T20:36:40.438487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-30T20:36:40.439788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-30T20:36:40.443977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-30T20:36:40.445942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-30T20:36:40.460227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:40.598213] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.643005] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.734980] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.769177] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.793098] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-30
[2025-12-30T20:36:40.810389] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.832071] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-30T20:36:40.832137] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=58.6258%)
[2025-12-30T20:36:40.832290] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-30T20:36:40.832331] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-30T20:36:40.833653] [INFO ] [main      ] Progress: 408/412 forecasts completed (99.0%). STTK finished in 0.6s. ETA: 0.7s. Rate: 353.82 forecasts/min
[2025-12-30T20:36:40.842700] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-30T20:36:40.843507] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-30T20:36:40.843557] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-30T20:36:40.843610] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-30T20:36:40.844376] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-30T20:36:40.844438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-30T20:36:40.846147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-30T20:36:40.846673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-30T20:36:40.847064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-30T20:36:40.849068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-30T20:36:40.849555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-30T20:36:40.850615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-30T20:36:40.852236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-30T20:36:40.853278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-30T20:36:40.853984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-30T20:36:40.904303] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.958450] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:40.966332] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-30T20:36:40.966397] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-26.63% (Conf=37.298%)
[2025-12-30T20:36:40.966782] [INFO ] [main      ] Progress: 409/412 forecasts completed (99.3%). PLRX finished in 0.7s. ETA: 0.5s. Rate: 354.01 forecasts/min
[2025-12-30T20:36:41.009433] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-30T20:36:41.009503] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=50.3857%)
[2025-12-30T20:36:41.009990] [INFO ] [main      ] Progress: 410/412 forecasts completed (99.5%). MAA finished in 0.7s. ETA: 0.3s. Rate: 354.65 forecasts/min
[2025-12-30T20:36:41.026539] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-30T20:36:41.026631] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=53.2527%)
[2025-12-30T20:36:41.026996] [INFO ] [main      ] Progress: 411/412 forecasts completed (99.8%). REAX finished in 0.6s. ETA: 0.2s. Rate: 355.43 forecasts/min
[2025-12-30T20:36:41.191559] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-30
[2025-12-30T20:36:41.421191] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-31
[2025-12-30T20:36:41.483940] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-30T20:36:41.484015] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=42.6694%)
[2025-12-30T20:36:41.484622] [INFO ] [main      ] Progress: 412/412 forecasts completed (100.0%). OPP finished in 0.7s. ETA: 0.0s. Rate: 353.96 forecasts/min
[2025-12-30T20:36:41.516745] [INFO ] [main      ] Parallel forecast generation completed in 1m 10s. Processed 412 forecasts.
[2025-12-30T20:36:41.516901] [INFO ] [main      ] Generated and saved 412 forecast pairs.
[2025-12-30T20:36:42.253761] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (412/412 @ 100.00%)'
[2025-12-30T20:36:42.255148] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-30T20:36:42.255222] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-30T20:36:42.255533] [INFO ] [main      ] Found 31 forecast dates
[2025-12-30T20:36:42.255589] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-30T20:36:42.381871] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-30T20:36:42.386284] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-30T20:36:42.386462] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-30T20:36:42.483871] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-30T20:36:42.485448] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-30T20:36:42.485555] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-30T20:36:42.602970] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-30T20:36:42.604736] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-30T20:36:42.604839] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-30T20:36:42.697929] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-30T20:36:42.699537] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-30T20:36:42.699656] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-30T20:36:42.825697] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-30T20:36:42.846750] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-30T20:36:42.846896] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-30T20:36:42.975438] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-30T20:36:42.977425] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-30T20:36:42.977556] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-30T20:36:43.101368] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-30T20:36:43.103896] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-30T20:36:43.104009] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-30T20:36:43.213366] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-30T20:36:43.215078] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-30T20:36:43.215185] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-30T20:36:43.426214] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-30T20:36:43.429708] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-30T20:36:43.429881] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-30T20:36:43.616724] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-30T20:36:43.620116] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-30T20:36:43.620296] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-30T20:36:43.818012] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-30T20:36:43.820752] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-30T20:36:43.820945] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-30T20:36:44.040980] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-30T20:36:44.044252] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-30T20:36:44.044416] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-30T20:36:44.301899] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-30T20:36:44.305176] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-30T20:36:44.305329] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-30T20:36:44.514749] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-30T20:36:44.518376] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-30T20:36:44.518532] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-30T20:36:44.730806] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-30T20:36:44.734046] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-30T20:36:44.734256] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-30T20:36:44.951040] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-30T20:36:44.954327] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-30T20:36:44.954488] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-30T20:36:45.065652] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-30T20:36:45.067320] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-30T20:36:45.067463] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-30T20:36:45.160889] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-30T20:36:45.162623] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-30T20:36:45.162727] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-30T20:36:45.263760] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-30T20:36:45.265433] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-30T20:36:45.265538] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-30T20:36:45.357630] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-30T20:36:45.359650] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-30T20:36:45.359796] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-30T20:36:45.447297] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-30T20:36:45.448994] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-30T20:36:45.449101] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-30T20:36:45.556842] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-30T20:36:45.558480] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-30T20:36:45.558622] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-30T20:36:45.669681] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-30T20:36:45.671293] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-30T20:36:45.671393] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-30T20:36:45.761664] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-30T20:36:45.763851] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-30T20:36:45.763979] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-30T20:36:45.861905] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-30T20:36:45.863623] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-30T20:36:45.863730] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-30T20:36:45.953487] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-30T20:36:45.955060] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-30T20:36:45.955152] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-30T20:36:46.040164] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-30T20:36:46.041630] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-30T20:36:46.041716] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-30T20:36:46.114392] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2025-12-30T20:36:46.115739] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-30T20:36:46.115824] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2025-12-30T20:36:46.201568] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2025-12-30T20:36:46.203048] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2025-12-30T20:36:46.203136] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2025-12-30T20:36:46.300634] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2025-12-30T20:36:46.302094] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2025-12-30T20:36:46.302182] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2025-12-30T20:36:46.311427] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2025-12-30T20:36:46.311516] [INFO ] [main      ] Generated 31/31 forecast reports
[2025-12-30T20:36:46.311565] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-31.txt
[2025-12-30T20:36:46.901762] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-31'
[2025-12-30T20:36:46.901953] [INFO ] [main      ] Forecast report email sent for 2025-12-31
[2025-12-30T20:36:46.902041] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-30T20:36:46.902252] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-30T20:36:46.902436] [INFO ] [STATE     ] Last completion updated: 2025-12-30T20:36:46.902319