[2025-12-10T20:30:03.349768] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-10T20:30:03.526211] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-10T20:30:03.699997] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-10T20:30:03.872028] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-10T20:30:04.050062] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-10T20:30:04.050398] [WARN ] [STATE     ] State set to: WAITING
[2025-12-10T20:30:04.050460] [INFO ] [STATE     ] Checking service statuses...
[2025-12-10T20:30:04.057004] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:04.060519] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:04.142196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:04.216342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:04.295462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:04.295628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:07.301061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:07.305076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:07.312342] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:07.316290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:07.320180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:07.320258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:10.325910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:10.329840] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:10.333836] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:10.337534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:10.341284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:10.341369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:13.347063] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:13.351604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:13.355362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:13.359646] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:13.363776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:13.363884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:16.369382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:16.373190] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:16.376931] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:16.380691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:16.385236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:16.385367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:19.391294] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:19.395549] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:19.399985] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:19.404170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:19.411180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:19.411333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:22.417292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:22.422493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:22.428308] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:22.433666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:22.439418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:22.439553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:25.446095] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:25.451627] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:25.457111] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:25.462119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:25.467447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:25.467597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:28.472952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:28.476996] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:28.481058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:28.484944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:28.488969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:28.489071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:31.494438] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:31.498782] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:31.503188] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:31.507381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:31.511439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:31.511523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:34.518686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:34.525054] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:34.593591] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:34.661351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:34.729812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:34.729918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:37.735030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:37.738936] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:37.742954] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:37.746678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:37.750530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:37.750644] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:40.755441] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:40.759090] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:40.762548] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:40.766334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:40.770153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:40.770227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:43.775430] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:43.779543] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:43.783696] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:43.787492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:43.791241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:43.791334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:46.796447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:46.799998] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:46.803350] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:46.806749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:46.810151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:46.810232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:49.815491] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:49.820015] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:49.824647] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:49.829392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:49.833683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:49.833800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:52.838925] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:52.842557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:52.846035] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:52.849791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:52.853062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:52.853137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:55.857904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:55.861512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:55.864912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:55.868239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:55.871462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:55.871533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:30:58.875980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:30:58.879543] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:30:58.882800] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:30:58.886026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:30:58.889636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:30:58.889712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:01.894769] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:01.898435] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:01.901893] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:01.905655] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:01.910890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:01.911129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:04.917124] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:04.921995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:04.927160] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:04.932301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:04.938071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:04.938203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:07.944068] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:07.948076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:07.953852] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:07.966843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:07.972173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:07.972274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:10.977242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:10.981729] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:10.986446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:10.990870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:10.995149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:10.995252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:14.001915] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:14.007061] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:14.012547] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:14.017678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:14.022755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:14.022879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:17.031989] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:17.040629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:17.048162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:17.056273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:17.063620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:17.063795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:20.070042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:20.075682] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:20.080690] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:20.085336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:20.090552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:20.090705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:23.095136] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:23.098603] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:23.102165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:23.105387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:23.108683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:23.108752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:26.113753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:26.117242] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:26.120534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:26.123830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:26.127805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:26.127913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:29.133270] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:29.136990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:29.140814] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:29.144460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:29.148059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:29.148151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:32.153204] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:32.156916] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:32.160323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:32.163558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:32.167180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:32.167255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:35.173225] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:35.177620] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:35.182819] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:35.187182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:35.191656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:35.191750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:38.196394] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:38.199918] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:38.268236] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:38.340195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:38.409180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:38.409299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:41.414428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:41.418487] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:41.422614] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:41.426997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:41.431284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:41.431387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:44.436057] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:44.440218] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:44.444154] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:44.448007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:44.451724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:44.451830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:47.456403] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:47.460306] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:47.463885] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:47.467641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:47.471947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:47.472054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:50.477647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:50.482548] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:50.487273] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:50.491562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:50.496751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:50.496866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:53.503102] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:53.507188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:53.511116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:53.515664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:53.519445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:53.519519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:56.524146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:56.527784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:56.531588] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:56.535014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:56.538882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:56.538952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:31:59.544356] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:31:59.548338] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:31:59.552149] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:31:59.555861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:31:59.559400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:31:59.559504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:02.565027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:02.571665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:02.576395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:02.581074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:02.585681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:02.585810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:05.590310] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:05.593783] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:05.597228] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:05.601111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:05.604372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:05.604443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:08.609686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:08.613293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:08.618118] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:08.622307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:08.627289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:08.627389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:11.632520] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:11.636309] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:11.640027] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:11.643499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:11.647010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:11.647089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:14.652271] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:14.656049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:14.659535] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:14.663123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:14.666690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:14.666784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:17.672020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:17.675321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:17.678742] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:17.682244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:17.686268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:17.686383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:20.693437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:20.698849] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:20.703957] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:20.708682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:20.712762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:20.712856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:23.718663] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:23.722638] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:23.726314] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:23.730090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:23.733672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:23.733785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:26.741120] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:26.746432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:26.754415] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:26.759657] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:26.764905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:26.765070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:29.769642] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:29.773298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:29.776590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:29.779925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:29.783310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:29.783376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:32.788738] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:32.792565] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:32.796152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:32.799431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:32.802689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:32.802758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:35.808220] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:35.811944] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:35.815654] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:35.819782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:35.823151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:35.823413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:38.830330] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:38.834612] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:38.839551] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:38.844927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:38.849197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:38.849275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:41.855208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:41.858812] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:41.862306] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:41.865802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:41.869213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:41.869303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:44.874409] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:44.877982] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:44.881247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:44.884634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:44.888047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:44.888128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:47.893197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:47.897444] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:47.901324] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:47.904824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:47.908426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:47.908515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:50.914361] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:50.918187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:50.922106] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:50.925642] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:50.929153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:50.929227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:53.934373] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:53.937919] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:53.941266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:53.944550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:53.947757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:53.947825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:56.953241] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:56.957350] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:56.960976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:56.964527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:56.967881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:56.967951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:32:59.973087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:32:59.978157] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:32:59.982515] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:32:59.987740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:32:59.992857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:32:59.992974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:02.998887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:03.004049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:03.009301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:03.014005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:03.018550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:03.018672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:06.023359] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:06.027941] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:06.032253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:06.036157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:06.040001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:06.040091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:09.044746] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:09.048774] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:09.115717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:09.182402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:09.251198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:09.251302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:12.255693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:12.259408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:12.263095] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:12.266699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:12.270203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:12.270290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:15.275104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:15.278844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:15.282460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:15.286516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:15.290406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:15.290513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:18.295622] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:18.299415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:18.302830] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:18.306156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:18.309928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:18.310004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:21.316366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:21.320228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:21.323896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:21.328466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:21.332206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:21.332274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:24.336960] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:24.341020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:24.344778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:24.348350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:24.352002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:24.352080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:27.356650] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:27.360276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:27.364059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:27.367694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:27.371095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:27.371180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:30.376557] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:30.380670] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:30.384603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:30.388536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:30.392187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:30.392286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:33.397499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:33.401655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:33.404944] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:33.408389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:33.411894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:33.411960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:36.416890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:36.420677] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:36.425297] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:36.430264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:36.434334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:36.434431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:39.440939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:39.445328] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:39.450479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:39.455779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:39.460252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:39.460325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:42.465528] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:42.469955] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:42.473751] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:42.477837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:42.481748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:42.481850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:45.487486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:45.491869] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:45.495911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:45.500023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:45.503604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:45.503689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:48.508502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:48.512601] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:48.516551] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:48.520952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:48.525109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:48.525194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:51.531159] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:51.535050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:51.540540] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:51.544290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:51.547767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:51.547833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:54.554928] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:54.560693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:54.565726] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:54.570419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:54.575345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:54.575446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:33:57.580835] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:33:57.584811] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:33:57.588288] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:33:57.591760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:33:57.595036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:33:57.595106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:00.600585] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:00.604381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:00.608359] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:00.612177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:00.616513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:00.616620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:03.621509] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:03.625510] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:03.629261] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:03.634189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:03.638864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:03.638969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:06.646333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:06.652028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:06.657929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:06.663826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:06.669633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:06.669787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:09.674280] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:09.678067] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:09.682280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:09.686899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:09.692190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:09.692336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:12.697906] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:12.701665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:12.705378] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:12.709401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:12.713331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:12.713404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:15.718950] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:15.722887] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:15.726228] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:15.729827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:15.733337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:15.733411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:18.737966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:18.742264] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:18.746127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:18.750106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:18.754021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:18.754128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:21.760326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:21.764314] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:21.767997] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:21.771587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:21.774908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:21.774982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:24.780224] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:24.783833] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:24.787135] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:24.790725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:24.794140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:24.794218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:27.799717] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:27.803470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:27.806996] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:27.810262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:27.813800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:27.814023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:30.818992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:30.822424] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:30.825777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:30.829096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:30.832373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:30.832455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:33.837239] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:33.840732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:33.844518] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:33.847888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:33.851214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:33.851292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:36.855934] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:36.859376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:36.862839] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:36.866661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:36.870352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:36.870431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:39.874795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:39.878414] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:39.882910] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:39.887487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:39.891809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:39.891886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:42.897755] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:42.901349] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:42.904815] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:42.908154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:42.911468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:42.911540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:45.916275] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:45.920135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:45.923558] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:45.928054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:45.931840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:45.931906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:48.938636] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:48.943027] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:48.946351] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:48.950076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:48.953875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:48.953946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:51.959712] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:51.964771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:51.969591] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:51.974214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:51.979098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:51.979199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:54.985811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:54.991180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:54.996298] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:55.001246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:55.006979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:55.007119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:34:58.013306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:34:58.016838] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:34:58.020299] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:34:58.023938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:34:58.027934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:34:58.028023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:01.032824] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:01.036321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:01.039561] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:01.042703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:01.045895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:01.045965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:04.052050] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:04.056896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:04.060924] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:04.064519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:04.068497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:04.068602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:07.073240] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:07.077224] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:07.080668] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:07.083993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:07.087290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:07.087358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:10.093384] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:10.097883] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:10.166714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:10.235611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:10.303870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:10.303976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:13.308527] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:13.311853] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:13.315014] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:13.318144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:13.321959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:13.322028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:16.327502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:16.331038] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:16.334399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:16.338286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:16.341932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:16.342190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:19.347197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:19.351009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:19.354433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:19.358026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:19.361279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:19.361344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:22.367904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:22.372557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:22.376603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:22.379955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:22.383149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:22.383215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:25.389127] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:25.392677] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:25.396143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:25.399755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:25.403202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:25.403459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:28.409316] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:28.413978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:28.418698] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:28.423593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:28.428154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:28.428253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:31.433737] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:31.437428] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:31.440883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:31.444562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:31.447922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:31.447997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:34.452212] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:34.456460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:34.460067] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:34.463751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:34.467283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:34.467368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:37.473651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:37.478447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:37.483001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:37.487658] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:37.492305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:37.492409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:40.497047] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:40.500550] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:40.504762] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:40.508893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:40.512898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:40.512997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:43.518313] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:43.522202] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:43.526074] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:43.529774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:43.533458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:43.533546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:46.538926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:46.542551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:46.546393] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:46.550229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:46.553817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:46.553905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:49.559307] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:49.563020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:49.566352] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:49.569711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:49.573831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:49.573921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:52.579033] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:52.583501] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:52.587597] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:52.591233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:52.595117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:52.595200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:55.601171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:55.605164] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:55.608617] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:55.611895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:55.615537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:55.615622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:35:58.620921] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:35:58.624596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:35:58.627985] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:35:58.631723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:35:58.635493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:35:58.635562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:01.640368] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:01.644334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:01.648122] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:01.651858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:01.655861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:01.655949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:04.661490] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:04.666348] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:04.671215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:04.675747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:04.681543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:04.681704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:07.686447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:07.690279] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:07.693985] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:07.697848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:07.701687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:07.701767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:10.706300] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:10.710755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:10.716068] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:10.721528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:10.725700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:10.725778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:13.730710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:13.734162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:13.738204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:13.741945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:13.745411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:13.745492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:16.751120] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:16.754763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:16.758301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:16.761752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:16.765085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:16.765162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:19.773711] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:19.779283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:19.784266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:19.789367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:19.794440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:19.794590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:22.800393] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:22.804734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:22.808179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:22.811838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:22.815287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:22.815359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:25.820870] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:25.824884] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:25.829171] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:25.833636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:25.837871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:25.837965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:28.842720] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:28.846590] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:28.850129] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:28.853526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:28.857184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:28.857268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:31.862516] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:31.866408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:31.870167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:31.874473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:31.877917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:31.877989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:34.883399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:34.887690] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:34.892239] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:34.897178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:34.901805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:34.901914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:37.906414] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:37.910177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:37.914335] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:37.917928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:37.921200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:37.921271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:40.927316] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:40.931526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:40.936475] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:40.941299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:40.945711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:40.945822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:43.951618] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:43.956269] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:43.960735] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:43.965022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:43.969295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:43.969394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:46.974637] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:46.978654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:46.982249] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:46.985728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:46.988900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:46.988975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:49.993591] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:49.997529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:50.001214] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:50.004667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:50.008012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:50.008086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:53.013353] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:53.017970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:53.021901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:53.025743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:53.029327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:53.029407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:56.035678] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:56.042286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:56.047801] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:56.052473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:56.056598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:56.056712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:36:59.062002] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:36:59.066928] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:36:59.070882] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:36:59.074940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:36:59.079011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:36:59.079105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:02.085061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:02.090053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:02.094421] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:02.098018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:02.103456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:02.103621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:05.108962] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:05.113295] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:05.117069] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:05.120689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:05.124359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:05.124455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:08.130035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:08.135290] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:08.140312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:08.145928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:08.151293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:08.151457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:11.157248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:11.161273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:11.227157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:11.295569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:11.300630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:11.300762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:14.305897] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:14.309707] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:14.313854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:14.317491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:14.320810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:14.320883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:17.325963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:17.330228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:17.334759] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:17.338925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:17.342921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:17.343025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:20.349633] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:20.354886] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:20.359658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:20.364994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:20.370480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:20.370637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:23.375507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:23.379553] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:23.383174] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:23.386686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:23.390528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:23.390613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:26.396061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:26.401046] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:26.405710] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:26.409945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:26.413893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:26.413971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:29.418781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:29.422291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:29.425613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:29.428953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:29.433012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:29.433090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:32.439639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:32.444267] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:32.449306] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:32.454614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:32.460307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:32.460509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:35.465620] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:35.469651] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:35.473628] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:35.477642] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:35.481314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:35.481402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:38.487253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:38.491365] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:38.495425] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:38.499488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:38.503320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:38.503406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:41.509955] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:41.515629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:41.526099] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:41.533215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:41.543369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:41.543698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:44.550404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:44.556173] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:44.560780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-10T20:37:44.565103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:44.569053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:44.569144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-10T20:37:47.574328] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-10T20:37:47.578057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:47.581425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-10T20:37:47.584971] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-10), and is a dependency of this service.
[2025-12-10T20:37:47.589202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-10T20:37:47.593175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-10T20:37:47.593413] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-10T20:37:47.593497] [INFO ] [MODE      ] Using multithreaded
[2025-12-10T20:37:47.593556] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-10T20:37:47.599360] [DEBUG] [REMOTE    ] Found 42 available forecast dates.
[2025-12-10T20:37:47.599556] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-11.txt'.
[2025-12-10T20:37:47.605986] [DEBUG] [REMOTE    ] Fetched 3605 signal forecasts for 2025-12-11.
[2025-12-10T20:37:47.638835] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-10T20:37:47.640278] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-10T20:37:47.640352] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-10T20:37:48.290992] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-10T20:37:48.300803] [INFO ] [MODE      ] Using multithreaded
[2025-12-10T20:37:48.300930] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-10T20:37:48.300994] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-10T20:37:48.307594] [DEBUG] [REMOTE    ] Found 42 available forecast dates.
[2025-12-10T20:37:48.307845] [INFO ] [main      ] Found available forecast date (2025-12-11).
[2025-12-10T20:37:48.307920] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-11.txt'.
[2025-12-10T20:37:48.315711] [DEBUG] [REMOTE    ] Fetched 3605 signal forecasts for 2025-12-11.
[2025-12-10T20:37:48.315970] [INFO ] [main      ] Fetched 3605 forecasts.
[2025-12-10T20:37:48.316249] [INFO ] [main      ] Found 430 high-confidence bullish forecasts (>= 90.0%).
[2025-12-10T20:37:48.316316] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 430 symbols
[2025-12-10T20:37:48.347273] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-10T20:37:48.347166] [INFO ] [main      ] Fetching symbol history for SEDG...
[2025-12-10T20:37:48.347587] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-10T20:37:48.347589] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2025-12-10T20:37:48.347314] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-10T20:37:48.347710] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-10T20:37:48.349877] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-10T20:37:48.350211] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-10T20:37:48.376645] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:48.376971] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:48.377947] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-10T20:37:48.378011] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-10T20:37:48.378048] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-10T20:37:48.378338] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-10T20:37:48.378411] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-10T20:37:48.378458] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-10T20:37:48.380121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:48.380192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:48.380761] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:37:48.380891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:48.381689] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:48.383378] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2025-12-10T20:37:48.383464] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2025-12-10T20:37:48.383503] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2025-12-10T20:37:48.385126] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:48.385880] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:48.385970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:48.386437] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-10T20:37:48.386518] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-10T20:37:48.386604] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-10T20:37:48.387164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:48.388516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:48.389400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:48.389512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:48.389947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:48.390916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:48.391479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:48.391777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:48.392319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:48.393153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:48.393854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:48.393866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:48.399092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:48.404446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:37:48.409275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:37:48.410321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:48.525882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:37:48.609025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:48.610217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:37:48.613401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:37:48.616386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:48.749386] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-10
[2025-12-10T20:37:48.773431] [DEBUG] [MAG       ] SEDG: Last date is validated at 2025-12-10
[2025-12-10T20:37:48.816098] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-10
[2025-12-10T20:37:48.924540] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:48.954693] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:48.975639] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-10
[2025-12-10T20:37:48.990759] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:48.998511] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-10T20:37:48.998608] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.49% (Conf=56.2675%)
[2025-12-10T20:37:48.999176] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-10T20:37:48.999232] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-10T20:37:48.999713] [INFO ] [main      ] Progress: 1/430 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 53s. Rate: 87.81 forecasts/min
[2025-12-10T20:37:49.009994] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.012068] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-10T20:37:49.012121] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-10T20:37:49.012152] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-10T20:37:49.012977] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:49.013037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:49.017831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:49.020920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:37:49.022346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:37:49.023001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.059201] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2025-12-10T20:37:49.059277] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=0.74% (Conf=37.7786%)
[2025-12-10T20:37:49.059750] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-10T20:37:49.059805] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-10T20:37:49.060723] [INFO ] [main      ] Progress: 2/430 forecasts completed (0.5%). SEDG finished in 0.7s. ETA: 2m 39s. Rate: 161.21 forecasts/min
[2025-12-10T20:37:49.071712] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.073056] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-10T20:37:49.073129] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-10T20:37:49.073163] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-10T20:37:49.074115] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:49.074197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.076173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:49.076958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:49.077455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:49.077934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:49.110126] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-10T20:37:49.110199] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-10.40% (Conf=72.8115%)
[2025-12-10T20:37:49.110705] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-10T20:37:49.110763] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-10T20:37:49.111624] [INFO ] [main      ] Progress: 3/430 forecasts completed (0.7%). GPRE finished in 0.8s. ETA: 1m 53s. Rate: 226.34 forecasts/min
[2025-12-10T20:37:49.122114] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.123840] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-10T20:37:49.123906] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-10T20:37:49.123941] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-10T20:37:49.124772] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:49.124834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:49.128849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:37:49.130131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:49.130270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.131002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:49.131901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:49.133750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:49.134489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.154019] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:49.231664] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-10T20:37:49.231743] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=2.54% (Conf=36.8497%)
[2025-12-10T20:37:49.232165] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-10T20:37:49.232220] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-10T20:37:49.232659] [INFO ] [main      ] Progress: 4/430 forecasts completed (0.9%). OABI finished in 0.9s. ETA: 1m 38s. Rate: 261.93 forecasts/min
[2025-12-10T20:37:49.244895] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.245945] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-10T20:37:49.245996] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-10T20:37:49.246027] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-10T20:37:49.246808] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:37:49.246881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.249015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:49.249507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:49.250109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:37:49.252990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:37:49.253729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:49.254166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:37:49.255205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:37:49.257900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:37:49.263556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.372061] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-10
[2025-12-10T20:37:49.472957] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-10
[2025-12-10T20:37:49.490890] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-10
[2025-12-10T20:37:49.544846] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:49.609318] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-10T20:37:49.609384] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=0.90% (Conf=55.8827%)
[2025-12-10T20:37:49.609958] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-10T20:37:49.610008] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-10T20:37:49.611652] [INFO ] [main      ] Progress: 5/430 forecasts completed (1.2%). TSQ finished in 0.6s. ETA: 1m 50s. Rate: 231.61 forecasts/min
[2025-12-10T20:37:49.616088] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-10
[2025-12-10T20:37:49.620924] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.622009] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-10T20:37:49.622061] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-10T20:37:49.622092] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-10T20:37:49.622902] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:49.622961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.624647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:49.625184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:49.625662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:49.626085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:49.641523] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:49.662756] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:49.677311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:37:49.679174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.724230] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-10T20:37:49.724293] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=5.49% (Conf=53.3928%)
[2025-12-10T20:37:49.724464] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-10T20:37:49.724508] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-10T20:37:49.725523] [INFO ] [main      ] Progress: 6/430 forecasts completed (1.4%). CNK finished in 0.7s. ETA: 1m 40s. Rate: 255.47 forecasts/min
[2025-12-10T20:37:49.735253] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.736085] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-10T20:37:49.736134] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-10T20:37:49.736165] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-10T20:37:49.736965] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:49.737023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:49.742105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.743856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:49.744315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:49.769398] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-10T20:37:49.769471] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=5.46% (Conf=59.8362%)
[2025-12-10T20:37:49.769831] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-10T20:37:49.769882] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-10T20:37:49.770656] [INFO ] [main      ] Progress: 7/430 forecasts completed (1.6%). STEM finished in 0.7s. ETA: 1m 28s. Rate: 288.80 forecasts/min
[2025-12-10T20:37:49.781015] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.781783] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-10T20:37:49.781837] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-10T20:37:49.781868] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-10T20:37:49.782839] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:49.782898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.783452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.784801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:49.785367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:49.786015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:37:49.787218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:37:49.788380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:37:49.788353] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:49.789615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:49.906960] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-10T20:37:49.907022] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=2.62% (Conf=53.5721%)
[2025-12-10T20:37:49.907385] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-10T20:37:49.907436] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-10T20:37:49.907667] [INFO ] [main      ] Progress: 8/430 forecasts completed (1.9%). JKHY finished in 0.7s. ETA: 1m 24s. Rate: 301.64 forecasts/min
[2025-12-10T20:37:49.918391] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:49.920031] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-10T20:37:49.920092] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-10T20:37:49.920124] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-10T20:37:49.920897] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:49.920971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:49.925823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:37:49.927086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:49.928971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.026379] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.129996] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.138833] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.198815] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:50.274861] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.308848] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:50.311930] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:50.338787] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-10T20:37:50.338857] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=3.13% (Conf=52.596%)
[2025-12-10T20:37:50.339232] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-10T20:37:50.339290] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-10T20:37:50.339279] [INFO ] [main      ] Progress: 9/430 forecasts completed (2.1%). ANF finished in 0.7s. ETA: 1m 35s. Rate: 266.94 forecasts/min
[2025-12-10T20:37:50.350456] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:50.351418] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-10T20:37:50.351477] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-10T20:37:50.351509] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-10T20:37:50.352300] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:50.352358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:50.357522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:50.358258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:37:50.360413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.372168] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-10T20:37:50.372235] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.33% (Conf=51.3622%)
[2025-12-10T20:37:50.372551] [INFO ] [main      ] Fetching symbol history for DVY...
[2025-12-10T20:37:50.372618] [DEBUG] [REMOTE    ] DVY: Fetching historical data.
[2025-12-10T20:37:50.373497] [INFO ] [main      ] Progress: 10/430 forecasts completed (2.3%). SOJC finished in 0.6s. ETA: 1m 26s. Rate: 291.67 forecasts/min
[2025-12-10T20:37:50.385026] [DEBUG] [REMOTE    ] DVY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:50.385818] [DEBUG] [LOCAL     ] Loaded configuration for DVY: 4 features, N/A% accuracy
[2025-12-10T20:37:50.385868] [INFO ] [LOCAL     ] DVY: Loaded 4 optimal features with 61.80% confidence from JSON config
[2025-12-10T20:37:50.385898] [DEBUG] [MAG       ] Building data for symbol: DVY with lookback: 0
[2025-12-10T20:37:50.386676] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:50.386734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:50.388621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:50.389134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:50.448885] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:50.508708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:50.509617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.563203] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-10T20:37:50.563268] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=53.6964%)
[2025-12-10T20:37:50.563626] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-10T20:37:50.563631] [INFO ] [main      ] Progress: 11/430 forecasts completed (2.6%). OVID finished in 0.7s. ETA: 1m 26s. Rate: 293.69 forecasts/min
[2025-12-10T20:37:50.563677] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-10T20:37:50.575103] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:50.576057] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-10T20:37:50.576108] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-10T20:37:50.576140] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-10T20:37:50.577013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:50.577075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:50.578059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:37:50.578944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:37:50.580249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:37:50.581666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:37:50.583351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.594089] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-10T20:37:50.594156] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=-1.66% (Conf=56.4378%)
[2025-12-10T20:37:50.594523] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-10T20:37:50.594780] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-10T20:37:50.595838] [INFO ] [main      ] Progress: 12/430 forecasts completed (2.8%). QLYS finished in 0.8s. ETA: 1m 19s. Rate: 315.86 forecasts/min
[2025-12-10T20:37:50.606840] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:50.607907] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-10T20:37:50.607975] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-10T20:37:50.608006] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-10T20:37:50.608796] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:50.608854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:50.610512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:50.611032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:50.611461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:50.612357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.699535] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.867322] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:50.874967] [DEBUG] [MAG       ] DVY: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.934020] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-10T20:37:50.934086] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=45.1008%)
[2025-12-10T20:37:50.934524] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-10T20:37:50.934590] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-10T20:37:50.934661] [INFO ] [main      ] Progress: 13/430 forecasts completed (3.0%). PAX finished in 0.6s. ETA: 1m 24s. Rate: 297.90 forecasts/min
[2025-12-10T20:37:50.945752] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:50.947493] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-10T20:37:50.947554] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-10T20:37:50.947601] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-10T20:37:50.948375] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:50.948433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:50.953185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:50.954973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:50.954997] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-10
[2025-12-10T20:37:50.955449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:50.956006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:50.956744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:50.959959] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-10
[2025-12-10T20:37:51.055647] [DEBUG] [MAG       ] DVY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.126374] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.143459] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.158061] [INFO ] [LOCAL     ] DVY: Saved forecast.
[2025-12-10T20:37:51.158127] [INFO ] [main      ] DVY: Signal=1 (Conf=100.0%), Magnitude=0.77% (Conf=61.7973%)
[2025-12-10T20:37:51.161349] [INFO ] [main      ] Progress: 14/430 forecasts completed (3.3%). DVY finished in 0.8s. ETA: 1m 25s. Rate: 295.26 forecasts/min
[2025-12-10T20:37:51.161501] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-10T20:37:51.161560] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-10T20:37:51.173310] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.174042] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-10T20:37:51.174092] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-10T20:37:51.174125] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-10T20:37:51.175125] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:51.175191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:51.176137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:51.177206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:51.179332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.204433] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-10T20:37:51.204501] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=-1.14% (Conf=25.6488%)
[2025-12-10T20:37:51.205077] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-10T20:37:51.205127] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-10T20:37:51.205656] [INFO ] [main      ] Progress: 15/430 forecasts completed (3.5%). DSX finished in 0.6s. ETA: 1m 20s. Rate: 311.50 forecasts/min
[2025-12-10T20:37:51.217330] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.218174] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-10T20:37:51.218232] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-10T20:37:51.218264] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-10T20:37:51.219335] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:51.219397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:37:51.224199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.249665] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-10T20:37:51.249731] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=3.65% (Conf=60.1305%)
[2025-12-10T20:37:51.250097] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-10T20:37:51.250149] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-10T20:37:51.251628] [INFO ] [main      ] Progress: 16/430 forecasts completed (3.7%). AN finished in 0.7s. ETA: 1m 16s. Rate: 327.06 forecasts/min
[2025-12-10T20:37:51.261638] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.263795] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-10T20:37:51.263847] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-10T20:37:51.263880] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-10T20:37:51.264691] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:51.264750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:51.266808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:51.267299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:51.267787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:51.268183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.305866] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-10
[2025-12-10T20:37:51.473711] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.538223] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-10T20:37:51.538288] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.59% (Conf=53.6249%)
[2025-12-10T20:37:51.538858] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-10T20:37:51.538908] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-10T20:37:51.540674] [INFO ] [main      ] Progress: 17/430 forecasts completed (4.0%). VALE finished in 0.6s. ETA: 1m 18s. Rate: 316.35 forecasts/min
[2025-12-10T20:37:51.542397] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-10
[2025-12-10T20:37:51.551981] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.552772] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-10T20:37:51.552827] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-10T20:37:51.552858] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-10T20:37:51.553687] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:37:51.553748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:51.555388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:51.555926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:51.583762] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-10
[2025-12-10T20:37:51.629055] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-10
[2025-12-10T20:37:51.668175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:51.670188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:37:51.671164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:51.719762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:37:51.724140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:37:51.725544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.731009] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.764181] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.803427] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:51.841429] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-10T20:37:51.841495] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=49.2043%)
[2025-12-10T20:37:51.841835] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-10T20:37:51.841885] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-10T20:37:51.842653] [INFO ] [main      ] Progress: 18/430 forecasts completed (4.2%). RAIL finished in 0.6s. ETA: 1m 21s. Rate: 306.27 forecasts/min
[2025-12-10T20:37:51.853891] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.855448] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-10T20:37:51.855501] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-10T20:37:51.855533] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-10T20:37:51.856357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:37:51.856431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:51.862002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:51.864038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:51.864524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:51.864955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:51.865837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:51.866303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:37:51.866609] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-10T20:37:51.866688] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-1.88% (Conf=72.4875%)
[2025-12-10T20:37:51.867079] [INFO ] [main      ] Progress: 19/430 forecasts completed (4.4%). IBM finished in 0.7s. ETA: 1m 17s. Rate: 321.06 forecasts/min
[2025-12-10T20:37:51.867596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:37:51.867771] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-10T20:37:51.867825] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-10T20:37:51.869782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.883335] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.884408] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-10T20:37:51.884462] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-10T20:37:51.884494] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-10T20:37:51.885295] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:51.885358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:51.887038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:51.887533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:51.888131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:51.891651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:51.930300] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-10T20:37:51.930368] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=52.8113%)
[2025-12-10T20:37:51.930776] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-10T20:37:51.930849] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-10T20:37:51.932697] [INFO ] [main      ] Progress: 20/430 forecasts completed (4.7%). VLO finished in 0.7s. ETA: 1m 14s. Rate: 331.83 forecasts/min
[2025-12-10T20:37:51.942667] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:51.944077] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-10T20:37:51.944128] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-10T20:37:51.944158] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-10T20:37:51.944993] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:51.945050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:51.947060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:37:51.947890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:52.072153] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.232830] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.253235] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.254951] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:52.284924] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.378046] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-10T20:37:52.378113] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=0.67% (Conf=44.6423%)
[2025-12-10T20:37:52.378462] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-10T20:37:52.378513] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-10T20:37:52.379659] [INFO ] [main      ] Progress: 21/430 forecasts completed (4.9%). MSA finished in 0.8s. ETA: 1m 19s. Rate: 310.09 forecasts/min
[2025-12-10T20:37:52.391535] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:52.393144] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-10T20:37:52.393198] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-10T20:37:52.393230] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-10T20:37:52.394095] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:52.394155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:52.395892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:52.396407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:52.396825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:52.407799] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:52.434289] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:52.447384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:52.450515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:52.452004] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:52.488106] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-10T20:37:52.488196] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=48.7917%)
[2025-12-10T20:37:52.488843] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-10T20:37:52.488912] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-10T20:37:52.488860] [INFO ] [main      ] Progress: 22/430 forecasts completed (5.1%). IEF finished in 0.6s. ETA: 1m 17s. Rate: 316.36 forecasts/min
[2025-12-10T20:37:52.503997] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:52.505007] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-10T20:37:52.505088] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-10T20:37:52.505136] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-10T20:37:52.506220] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:37:52.506300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:52.511264] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-10T20:37:52.511331] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=45.8567%)
[2025-12-10T20:37:52.511779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:52.511815] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-10T20:37:52.511868] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-10T20:37:52.512613] [INFO ] [main      ] Progress: 23/430 forecasts completed (5.3%). FEPI finished in 0.6s. ETA: 1m 14s. Rate: 328.86 forecasts/min
[2025-12-10T20:37:52.513673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:52.514196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:52.514989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:52.515803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:37:52.516650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:52.519342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:37:52.520143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:37:52.521138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:52.523756] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:52.524519] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-10T20:37:52.524569] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-10T20:37:52.524630] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-10T20:37:52.525411] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:52.525471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:52.527078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:52.529866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:37:52.531297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:37:52.534244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:52.535490] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-10T20:37:52.535547] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.13% (Conf=46.663%)
[2025-12-10T20:37:52.535908] [INFO ] [main      ] Progress: 24/430 forecasts completed (5.6%). SO finished in 0.6s. ETA: 1m 11s. Rate: 341.27 forecasts/min
[2025-12-10T20:37:52.536085] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-10T20:37:52.536129] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-10T20:37:52.547004] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:52.547689] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-10T20:37:52.547757] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-10T20:37:52.547789] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-10T20:37:52.548545] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:52.548621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:52.550265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:52.550788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:52.551173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:52.813431] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.889021] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.895336] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.895489] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-10
[2025-12-10T20:37:52.995570] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.057504] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.072883] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.076226] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.099410] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-10T20:37:53.099476] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=-3.35% (Conf=49.7359%)
[2025-12-10T20:37:53.099863] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-10T20:37:53.099913] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-10T20:37:53.100948] [INFO ] [main      ] Progress: 25/430 forecasts completed (5.8%). NIC finished in 0.7s. ETA: 1m 18s. Rate: 313.51 forecasts/min
[2025-12-10T20:37:53.113283] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.114203] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-10T20:37:53.114266] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-10T20:37:53.114298] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-10T20:37:53.115087] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:37:53.115153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:53.119875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:53.121638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:53.122255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:53.122675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:53.123505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:53.126315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:53.127026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:37:53.128607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.133661] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-10T20:37:53.133726] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=0.23% (Conf=59.1936%)
[2025-12-10T20:37:53.134072] [INFO ] [main      ] Progress: 26/430 forecasts completed (6.0%). MNRO finished in 0.6s. ETA: 1m 15s. Rate: 323.81 forecasts/min
[2025-12-10T20:37:53.134210] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-10T20:37:53.134253] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-10T20:37:53.144553] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.145658] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-10T20:37:53.145712] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-10T20:37:53.145898] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-10T20:37:53.146872] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:53.146934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:53.148825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:53.149317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:53.149740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:37:53.166715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:37:53.167557] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-10T20:37:53.167646] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.82% (Conf=52.0759%)
[2025-12-10T20:37:53.168032] [INFO ] [main      ] Fetching symbol history for EPD...
[2025-12-10T20:37:53.168081] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2025-12-10T20:37:53.168277] [INFO ] [main      ] Progress: 27/430 forecasts completed (6.3%). KBWB finished in 0.7s. ETA: 1m 12s. Rate: 333.89 forecasts/min
[2025-12-10T20:37:53.168183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.175174] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-10T20:37:53.175240] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=2.40% (Conf=68.3196%)
[2025-12-10T20:37:53.175426] [INFO ] [main      ] Fetching symbol history for AEMD...
[2025-12-10T20:37:53.175470] [DEBUG] [REMOTE    ] AEMD: Fetching historical data.
[2025-12-10T20:37:53.177632] [INFO ] [main      ] Progress: 28/430 forecasts completed (6.5%). BAM finished in 0.7s. ETA: 1m 10s. Rate: 345.59 forecasts/min
[2025-12-10T20:37:53.180082] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.180908] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2025-12-10T20:37:53.180959] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2025-12-10T20:37:53.180990] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2025-12-10T20:37:53.181778] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:37:53.181839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:53.183490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:53.184016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:53.184404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:53.185167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:37:53.186083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:37:53.186670] [DEBUG] [REMOTE    ] AEMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.187643] [DEBUG] [LOCAL     ] Loaded configuration for AEMD: 3 features, N/A% accuracy
[2025-12-10T20:37:53.187694] [INFO ] [LOCAL     ] AEMD: Loaded 3 optimal features with 55.37% confidence from JSON config
[2025-12-10T20:37:53.187748] [DEBUG] [MAG       ] Building data for symbol: AEMD with lookback: 0
[2025-12-10T20:37:53.188531] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:53.188609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:53.188938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:37:53.189659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.300144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:53.301023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:37:53.306871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.488084] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-10
[2025-12-10T20:37:53.507438] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-10
[2025-12-10T20:37:53.527167] [DEBUG] [MAG       ] EPD: Last date is validated at 2025-12-10
[2025-12-10T20:37:53.655462] [DEBUG] [MAG       ] AEMD: Last date is validated at 2025-12-10
[2025-12-10T20:37:53.664773] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.675974] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.697511] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.737331] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-10T20:37:53.737394] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=51.7838%)
[2025-12-10T20:37:53.737757] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-10T20:37:53.737811] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-10T20:37:53.737808] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-10T20:37:53.737877] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.68% (Conf=57.6102%)
[2025-12-10T20:37:53.738030] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-10T20:37:53.738071] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-10T20:37:53.738704] [INFO ] [main      ] Progress: 29/430 forecasts completed (6.7%). BFIN finished in 0.6s. ETA: 1m 15s. Rate: 320.89 forecasts/min
[2025-12-10T20:37:53.739379] [INFO ] [main      ] Progress: 30/430 forecasts completed (7.0%). LBTYK finished in 0.6s. ETA: 1m 12s. Rate: 331.92 forecasts/min
[2025-12-10T20:37:53.749933] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.750951] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-10T20:37:53.751001] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-10T20:37:53.751032] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-10T20:37:53.752020] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:37:53.752082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:53.753025] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.753823] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-10T20:37:53.753873] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-10T20:37:53.753904] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-10T20:37:53.754741] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:37:53.754805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:53.756770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:53.758518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:53.758997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:53.759371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:53.759665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:37:53.760927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:53.761057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:53.761365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:37:53.762639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:37:53.762989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:53.763466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:37:53.764493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:37:53.764634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.766125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:37:53.767484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:37:53.768343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:37:53.769912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:37:53.772836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.776981] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2025-12-10T20:37:53.777047] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=1.51% (Conf=44.1762%)
[2025-12-10T20:37:53.777380] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-10T20:37:53.777428] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-10T20:37:53.777654] [INFO ] [main      ] Progress: 31/430 forecasts completed (7.2%). EPD finished in 0.6s. ETA: 1m 10s. Rate: 340.58 forecasts/min
[2025-12-10T20:37:53.789101] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.789845] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-10T20:37:53.789895] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-10T20:37:53.789927] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-10T20:37:53.790886] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:53.790942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:53.795924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:37:53.797755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:53.837850] [DEBUG] [MAG       ] AEMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:53.939932] [INFO ] [LOCAL     ] AEMD: Saved forecast.
[2025-12-10T20:37:53.939995] [INFO ] [main      ] AEMD: Signal=1 (Conf=100.0%), Magnitude=50.47% (Conf=55.3669%)
[2025-12-10T20:37:53.940364] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-10T20:37:53.940413] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-10T20:37:53.940664] [INFO ] [main      ] Progress: 32/430 forecasts completed (7.4%). AEMD finished in 0.8s. ETA: 1m 10s. Rate: 341.38 forecasts/min
[2025-12-10T20:37:53.951813] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:53.954442] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-10T20:37:53.954496] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-10T20:37:53.954527] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-10T20:37:53.955301] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:53.955358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:53.960301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:54.126968] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.151651] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.156852] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.305505] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.313824] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:54.334135] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:54.351096] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:54.376912] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-10T20:37:54.376980] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=26.7284%)
[2025-12-10T20:37:54.377501] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-10T20:37:54.377548] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-10T20:37:54.378701] [INFO ] [main      ] Progress: 33/430 forecasts completed (7.7%). AGNCO finished in 0.6s. ETA: 1m 13s. Rate: 326.61 forecasts/min
[2025-12-10T20:37:54.390195] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:54.391598] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-10T20:37:54.391662] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-10T20:37:54.391884] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-10T20:37:54.392736] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:37:54.392819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:54.397796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:54.399728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:54.400211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:54.400629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:54.400737] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-10T20:37:54.400803] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=48.3171%)
[2025-12-10T20:37:54.401129] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-10T20:37:54.401178] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-10T20:37:54.401219] [INFO ] [main      ] Progress: 34/430 forecasts completed (7.9%). FCTE finished in 0.6s. ETA: 1m 11s. Rate: 335.26 forecasts/min
[2025-12-10T20:37:54.401633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:54.412421] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:54.413541] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-10T20:37:54.413609] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-10T20:37:54.413642] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-10T20:37:54.414400] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:54.414457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:37:54.415817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:54.478435] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:54.524462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:54.564563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:37:54.566007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:37:54.567114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:54.619560] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-10T20:37:54.619647] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=2.89% (Conf=55.0682%)
[2025-12-10T20:37:54.620214] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-10T20:37:54.620264] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-10T20:37:54.620674] [INFO ] [main      ] Progress: 35/430 forecasts completed (8.1%). ONTO finished in 0.7s. ETA: 1m 11s. Rate: 333.11 forecasts/min
[2025-12-10T20:37:54.633121] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:54.634366] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-10T20:37:54.634422] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-10T20:37:54.634454] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-10T20:37:54.635455] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:54.635513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:37:54.638438] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-10T20:37:54.638506] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=41.8755%)
[2025-12-10T20:37:54.638661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:54.638987] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-10T20:37:54.639045] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-10T20:37:54.639319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:37:54.639654] [INFO ] [main      ] Progress: 36/430 forecasts completed (8.4%). CAH finished in 0.9s. ETA: 1m 9s. Rate: 341.59 forecasts/min
[2025-12-10T20:37:54.641065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:54.651555] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:54.652533] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-10T20:37:54.652615] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-10T20:37:54.652650] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-10T20:37:54.653454] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:37:54.653517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:54.654394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:37:54.659230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:54.661206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:54.661708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:37:54.662752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:37:54.664355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:37:54.665379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:37:54.666060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:54.766034] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.932594] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-10
[2025-12-10T20:37:54.942149] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:54.998321] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.025406] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.054564] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-10T20:37:55.054651] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=-2.75% (Conf=40.2026%)
[2025-12-10T20:37:55.058436] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-10T20:37:55.058502] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-10T20:37:55.058702] [INFO ] [main      ] Progress: 37/430 forecasts completed (8.6%). HLI finished in 0.7s. ETA: 1m 12s. Rate: 329.26 forecasts/min
[2025-12-10T20:37:55.072637] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.073687] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-10T20:37:55.073742] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-10T20:37:55.073774] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-10T20:37:55.074538] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:55.074619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:55.079469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:55.116204] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.178648] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.194074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:37:55.203965] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.209747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:37:55.211983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:55.254530] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-10T20:37:55.254628] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=0.31% (Conf=51.8446%)
[2025-12-10T20:37:55.254814] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-10T20:37:55.254859] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-10T20:37:55.256216] [INFO ] [main      ] Progress: 38/430 forecasts completed (8.8%). LXEO finished in 0.6s. ETA: 1m 12s. Rate: 328.54 forecasts/min
[2025-12-10T20:37:55.261882] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-10T20:37:55.261940] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=53.8161%)
[2025-12-10T20:37:55.262265] [INFO ] [main      ] Progress: 39/430 forecasts completed (9.1%). IONS finished in 0.9s. ETA: 1m 10s. Rate: 336.89 forecasts/min
[2025-12-10T20:37:55.262378] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-10T20:37:55.262430] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-10T20:37:55.266978] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.268008] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-10T20:37:55.268062] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-10T20:37:55.268094] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-10T20:37:55.268917] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:55.268987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:55.273899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:55.273901] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.274771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:55.275315] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-10T20:37:55.275367] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-10T20:37:55.275398] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-10T20:37:55.276187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:55.276256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:55.281050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:55.281771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:55.283542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:55.313925] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-10T20:37:55.313991] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-8.50% (Conf=61.3435%)
[2025-12-10T20:37:55.314367] [INFO ] [main      ] Progress: 40/430 forecasts completed (9.3%). QBTS finished in 0.7s. ETA: 1m 8s. Rate: 342.95 forecasts/min
[2025-12-10T20:37:55.314593] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-10T20:37:55.314639] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-10T20:37:55.325723] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.326595] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-10T20:37:55.326652] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-10T20:37:55.326683] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-10T20:37:55.327531] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:55.327621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:55.329412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:37:55.330462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:55.570222] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.626232] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.628227] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.695230] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-10
[2025-12-10T20:37:55.748619] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.796588] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.803061] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.856339] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-10T20:37:55.856404] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-4.50% (Conf=42.4658%)
[2025-12-10T20:37:55.856923] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-10T20:37:55.856977] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-10T20:37:55.857669] [INFO ] [main      ] Progress: 41/430 forecasts completed (9.5%). ZM finished in 0.8s. ETA: 1m 12s. Rate: 326.20 forecasts/min
[2025-12-10T20:37:55.870052] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.870972] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-10T20:37:55.871023] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-10T20:37:55.871053] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-10T20:37:55.871826] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:55.871882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:37:55.872859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:37:55.874174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:55.886262] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:55.920081] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-10T20:37:55.920150] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=46.5912%)
[2025-12-10T20:37:55.920553] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-10T20:37:55.920649] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-10T20:37:55.920609] [INFO ] [main      ] Progress: 42/430 forecasts completed (9.8%). TKO finished in 0.7s. ETA: 1m 10s. Rate: 331.40 forecasts/min
[2025-12-10T20:37:55.925743] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-10T20:37:55.925810] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-1.36% (Conf=53.2942%)
[2025-12-10T20:37:55.925991] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-10T20:37:55.926036] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-10T20:37:55.926874] [INFO ] [main      ] Progress: 43/430 forecasts completed (10.0%). WEX finished in 0.7s. ETA: 1m 8s. Rate: 339.01 forecasts/min
[2025-12-10T20:37:55.932960] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.933746] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-10T20:37:55.933798] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-10T20:37:55.933831] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-10T20:37:55.934657] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:37:55.934721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:55.936563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:55.937419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:55.937844] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.937887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:55.938547] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-10T20:37:55.938615] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-10T20:37:55.938647] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-10T20:37:55.938674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:55.939408] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:37:55.939466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:55.944503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:37:55.962926] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-10T20:37:55.963010] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=63.1963%)
[2025-12-10T20:37:55.963537] [INFO ] [main      ] Progress: 44/430 forecasts completed (10.2%). VNQI finished in 0.6s. ETA: 1m 7s. Rate: 345.23 forecasts/min
[2025-12-10T20:37:55.963942] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-10T20:37:55.964000] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-10T20:37:55.980488] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:55.981180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:55.981640] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-10T20:37:55.981712] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-10T20:37:55.981751] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-10T20:37:55.982941] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:55.983019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:56.021439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:56.024408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.039183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:56.040290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.047218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.245054] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-10
[2025-12-10T20:37:56.374769] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-10
[2025-12-10T20:37:56.389668] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-10
[2025-12-10T20:37:56.423624] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:56.433781] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-10
[2025-12-10T20:37:56.500524] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-10T20:37:56.500610] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=49.001%)
[2025-12-10T20:37:56.500975] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-10T20:37:56.501025] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-10T20:37:56.502680] [INFO ] [main      ] Progress: 45/430 forecasts completed (10.5%). SPRX finished in 0.6s. ETA: 1m 10s. Rate: 329.82 forecasts/min
[2025-12-10T20:37:56.514508] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:56.515654] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-10T20:37:56.515707] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-10T20:37:56.515737] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-10T20:37:56.516482] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:56.516550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:56.521329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:56.523169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:56.523708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:56.524083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:56.524959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.545966] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:56.567054] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:56.621947] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:56.646834] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-10T20:37:56.646905] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-1.55% (Conf=49.3876%)
[2025-12-10T20:37:56.647283] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-10T20:37:56.647334] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-10T20:37:56.647648] [INFO ] [main      ] Progress: 46/430 forecasts completed (10.7%). GMAB finished in 0.7s. ETA: 1m 10s. Rate: 331.28 forecasts/min
[2025-12-10T20:37:56.655497] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-10T20:37:56.655565] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=5.11% (Conf=57.2988%)
[2025-12-10T20:37:56.656072] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-10T20:37:56.656124] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-10T20:37:56.656110] [INFO ] [main      ] Progress: 47/430 forecasts completed (10.9%). QDEL finished in 0.7s. ETA: 1m 8s. Rate: 338.14 forecasts/min
[2025-12-10T20:37:56.659254] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:56.660372] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-10T20:37:56.660424] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-10T20:37:56.660456] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-10T20:37:56.661433] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:56.661493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:56.663556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:56.664098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:56.665013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:37:56.666152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:37:56.666868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.668483] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:56.669332] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-10T20:37:56.669385] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-10T20:37:56.669418] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-10T20:37:56.670296] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:56.670356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:56.677004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.699472] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-10T20:37:56.699542] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=1.92% (Conf=55.1361%)
[2025-12-10T20:37:56.699936] [INFO ] [main      ] Progress: 48/430 forecasts completed (11.2%). ONB finished in 0.7s. ETA: 1m 7s. Rate: 343.53 forecasts/min
[2025-12-10T20:37:56.700066] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-10T20:37:56.700108] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-10T20:37:56.713964] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:56.714734] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-10T20:37:56.714786] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-10T20:37:56.714817] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-10T20:37:56.715632] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:56.715693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:56.720640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:56.722500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:56.723018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:56.723439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:56.724072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:37:56.724769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:56.880337] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.021158] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.058013] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.092147] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.107177] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.124756] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-10T20:37:57.124829] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.49% (Conf=41.6922%)
[2025-12-10T20:37:57.125177] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-10T20:37:57.125228] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-10T20:37:57.126664] [INFO ] [main      ] Progress: 49/430 forecasts completed (11.4%). ATLO finished in 0.6s. ETA: 1m 9s. Rate: 333.70 forecasts/min
[2025-12-10T20:37:57.137611] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.138979] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-10T20:37:57.139031] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-10T20:37:57.139062] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-10T20:37:57.140003] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:57.140061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:37:57.143147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:57.198548] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.272919] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.275523] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-10T20:37:57.275632] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-3.61% (Conf=48.1179%)
[2025-12-10T20:37:57.275972] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-10T20:37:57.276022] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-10T20:37:57.276671] [INFO ] [main      ] Progress: 50/430 forecasts completed (11.6%). OPRX finished in 0.6s. ETA: 1m 8s. Rate: 334.81 forecasts/min
[2025-12-10T20:37:57.287032] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.287993] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-10T20:37:57.288059] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-10T20:37:57.288115] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-10T20:37:57.288946] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:57.289008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:57.290710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:57.291212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:57.291619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:57.293393] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.336842] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-10T20:37:57.336907] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=8.66% (Conf=50.5037%)
[2025-12-10T20:37:57.337257] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-10T20:37:57.337306] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-10T20:37:57.337367] [INFO ] [main      ] Progress: 51/430 forecasts completed (11.9%). ULCC finished in 0.7s. ETA: 1m 7s. Rate: 339.21 forecasts/min
[2025-12-10T20:37:57.350338] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.351335] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-10T20:37:57.351384] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-10T20:37:57.351415] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-10T20:37:57.352357] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:57.352414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:57.357841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:37:57.360836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:57.393282] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-10T20:37:57.393353] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-2.15% (Conf=55.4765%)
[2025-12-10T20:37:57.393512] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-10T20:37:57.393557] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-10T20:37:57.394233] [INFO ] [main      ] Progress: 52/430 forecasts completed (12.1%). CNS finished in 0.7s. ETA: 1m 6s. Rate: 343.69 forecasts/min
[2025-12-10T20:37:57.405437] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.407181] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-10T20:37:57.407248] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-10T20:37:57.407307] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-10T20:37:57.407668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:37:57.408168] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:37:57.408553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:57.408633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:57.413440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:57.414388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:57.507382] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.690149] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.697230] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.745528] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-10T20:37:57.745618] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.43% (Conf=42.0371%)
[2025-12-10T20:37:57.746005] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-10T20:37:57.746064] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-10T20:37:57.746683] [INFO ] [main      ] Progress: 53/430 forecasts completed (12.3%). AGNCM finished in 0.6s. ETA: 1m 7s. Rate: 337.21 forecasts/min
[2025-12-10T20:37:57.758941] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.759807] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.760314] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-10T20:37:57.760374] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-10T20:37:57.760406] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-10T20:37:57.761315] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:57.761376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:37:57.763008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:57.788465] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-10
[2025-12-10T20:37:57.867411] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.929395] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.962619] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-10T20:37:57.963021] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-2.44% (Conf=41.6813%)
[2025-12-10T20:37:57.963388] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-10T20:37:57.963438] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-10T20:37:57.963664] [INFO ] [main      ] Progress: 54/430 forecasts completed (12.6%). ASTH finished in 0.6s. ETA: 1m 7s. Rate: 335.85 forecasts/min
[2025-12-10T20:37:57.966380] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:57.974013] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:57.975205] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-10T20:37:57.975256] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-10T20:37:57.975286] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-10T20:37:57.976116] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:57.976176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:57.977239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:57.988546] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-10T20:37:57.988635] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=3.96% (Conf=64.7246%)
[2025-12-10T20:37:57.988961] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-10T20:37:57.989009] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-10T20:37:57.990259] [INFO ] [main      ] Progress: 55/430 forecasts completed (12.8%). KMDA finished in 0.7s. ETA: 1m 6s. Rate: 341.12 forecasts/min
[2025-12-10T20:37:58.000037] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.000851] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-10T20:37:58.000902] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-10T20:37:58.000931] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-10T20:37:58.001710] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:58.001767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:58.002619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.015635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:37:58.016482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:37:58.019258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.057481] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-10T20:37:58.057544] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=3.77% (Conf=46.2614%)
[2025-12-10T20:37:58.057924] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-10T20:37:58.057974] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-10T20:37:58.058660] [INFO ] [main      ] Progress: 56/430 forecasts completed (13.0%). AI finished in 0.7s. ETA: 1m 5s. Rate: 344.89 forecasts/min
[2025-12-10T20:37:58.068935] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.069819] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-10T20:37:58.069870] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-10T20:37:58.069902] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-10T20:37:58.070712] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:37:58.070773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:58.075538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:58.077522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:58.078044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:58.078447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:58.079313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:58.081256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:37:58.081974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.108301] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.278616] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:58.350429] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.351239] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-10T20:37:58.351304] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=5.67% (Conf=57.2327%)
[2025-12-10T20:37:58.351799] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-10T20:37:58.352017] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-10T20:37:58.351803] [INFO ] [main      ] Progress: 57/430 forecasts completed (13.3%). EMBC finished in 0.6s. ETA: 1m 6s. Rate: 340.79 forecasts/min
[2025-12-10T20:37:58.356872] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.364049] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.365102] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-10T20:37:58.367761] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-10T20:37:58.367803] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-10T20:37:58.368694] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:37:58.368759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:58.373727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:58.375827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:37:58.376361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:58.376978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:37:58.377384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:58.378499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:58.383081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:58.425665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:37:58.426902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.440026] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.522899] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:58.527125] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:58.598847] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-10T20:37:58.598914] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=54.8975%)
[2025-12-10T20:37:58.599288] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-10T20:37:58.599338] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-10T20:37:58.600163] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-10T20:37:58.600230] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=3.37% (Conf=46.2138%)
[2025-12-10T20:37:58.600229] [INFO ] [main      ] Progress: 58/430 forecasts completed (13.5%). BLX finished in 0.6s. ETA: 1m 6s. Rate: 338.39 forecasts/min
[2025-12-10T20:37:58.600641] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-10T20:37:58.600695] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-10T20:37:58.600893] [INFO ] [main      ] Progress: 59/430 forecasts completed (13.7%). NTRB finished in 0.6s. ETA: 1m 5s. Rate: 344.21 forecasts/min
[2025-12-10T20:37:58.610566] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.611610] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-10T20:37:58.611659] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-10T20:37:58.611689] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-10T20:37:58.612454] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:37:58.612518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:58.612963] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.613369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.613803] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-10T20:37:58.613855] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-10T20:37:58.613885] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-10T20:37:58.614694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:58.614755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:58.615464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:37:58.615670] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:58.616983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:37:58.617663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:37:58.618363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:37:58.619917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:37:58.622037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.687770] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-10T20:37:58.687836] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=4.79% (Conf=58.5049%)
[2025-12-10T20:37:58.688193] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-10T20:37:58.688243] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-10T20:37:58.688639] [INFO ] [main      ] Progress: 60/430 forecasts completed (14.0%). EVGO finished in 0.6s. ETA: 1m 4s. Rate: 347.08 forecasts/min
[2025-12-10T20:37:58.699301] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:58.700207] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-10T20:37:58.700257] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-10T20:37:58.700289] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-10T20:37:58.701283] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:58.701345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:37:58.774839] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.817663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:37:58.820119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:37:58.823085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:37:58.824508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:58.947501] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:58.958616] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-10
[2025-12-10T20:37:58.962967] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.015201] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-10T20:37:59.015270] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=45.348%)
[2025-12-10T20:37:59.015762] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-10T20:37:59.015815] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-10T20:37:59.016656] [INFO ] [main      ] Progress: 61/430 forecasts completed (14.2%). BKD finished in 0.7s. ETA: 1m 5s. Rate: 342.05 forecasts/min
[2025-12-10T20:37:59.027998] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.029098] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-10T20:37:59.029149] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-10T20:37:59.029180] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-10T20:37:59.030001] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:59.030063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:37:59.030977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:37:59.033555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:59.035278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:37:59.038257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:37:59.038999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:37:59.045078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:59.130385] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.131902] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.171067] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.191707] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-10T20:37:59.191766] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=39.8611%)
[2025-12-10T20:37:59.192121] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-10T20:37:59.192170] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-10T20:37:59.193008] [INFO ] [main      ] Progress: 62/430 forecasts completed (14.4%). GPRK finished in 0.6s. ETA: 1m 5s. Rate: 342.02 forecasts/min
[2025-12-10T20:37:59.204941] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.206101] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-10T20:37:59.206164] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-10T20:37:59.206196] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-10T20:37:59.207223] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:37:59.207288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:37:59.209668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:37:59.211349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:37:59.222850] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-10T20:37:59.222911] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=3.68% (Conf=57.798%)
[2025-12-10T20:37:59.223267] [INFO ] [main      ] Progress: 63/430 forecasts completed (14.7%). TSCO finished in 0.6s. ETA: 1m 4s. Rate: 346.57 forecasts/min
[2025-12-10T20:37:59.223399] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-10T20:37:59.223440] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-10T20:37:59.234365] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.235185] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-10T20:37:59.235241] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-10T20:37:59.235274] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-10T20:37:59.236094] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:59.236155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:59.236882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:37:59.284521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:37:59.286864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:59.287643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:37:59.288272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:59.290025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:59.290492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:37:59.291612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:37:59.293516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:59.311792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:37:59.313762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:37:59.314838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:37:59.321447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:59.356837] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.389629] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.467004] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-10T20:37:59.467068] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=-1.02% (Conf=50.2604%)
[2025-12-10T20:37:59.467429] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-10T20:37:59.467482] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-10T20:37:59.467627] [INFO ] [main      ] Progress: 64/430 forecasts completed (14.9%). LSCC finished in 0.8s. ETA: 1m 4s. Rate: 344.36 forecasts/min
[2025-12-10T20:37:59.478740] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.479756] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-10T20:37:59.479812] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-10T20:37:59.479854] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-10T20:37:59.480685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:37:59.480747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:59.485828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:59.487753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:59.488280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:37:59.488997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:37:59.490034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:37:59.492550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:59.556470] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.639666] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.652364] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-10T20:37:59.652430] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-1.18% (Conf=64.9657%)
[2025-12-10T20:37:59.652786] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-10T20:37:59.652836] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-10T20:37:59.654666] [INFO ] [main      ] Progress: 65/430 forecasts completed (15.1%). ANDE finished in 0.6s. ETA: 1m 4s. Rate: 343.97 forecasts/min
[2025-12-10T20:37:59.662730] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.664523] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.665416] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-10T20:37:59.665468] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-10T20:37:59.665499] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-10T20:37:59.666310] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:59.666371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:59.708010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:37:59.710272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:37:59.714826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:37:59.717113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:37:59.718062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:37:59.818439] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.841281] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:37:59.869298] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-10
[2025-12-10T20:37:59.903488] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-10T20:37:59.903558] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=1.71% (Conf=66.0151%)
[2025-12-10T20:37:59.903969] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-10T20:37:59.904019] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-10T20:37:59.904000] [INFO ] [main      ] Progress: 66/430 forecasts completed (15.3%). KRG finished in 0.7s. ETA: 1m 4s. Rate: 341.74 forecasts/min
[2025-12-10T20:37:59.915472] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.916438] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-10T20:37:59.916489] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-10T20:37:59.916520] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-10T20:37:59.917351] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:37:59.917422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:37:59.918163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:37:59.938119] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-10T20:37:59.938191] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-2.53% (Conf=58.0805%)
[2025-12-10T20:37:59.938625] [INFO ] [main      ] Progress: 67/430 forecasts completed (15.6%). KNTK finished in 0.7s. ETA: 1m 3s. Rate: 345.89 forecasts/min
[2025-12-10T20:37:59.938761] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-10T20:37:59.938805] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-10T20:37:59.950688] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:37:59.951643] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-10T20:37:59.951697] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-10T20:37:59.951728] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-10T20:37:59.952517] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:37:59.952616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:37:59.958348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:37:59.959012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:37:59.960192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:37:59.960714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:00.002610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:00.005380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:00.008497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:00.010423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:00.068323] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:00.152943] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-10T20:38:00.153019] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-3.39% (Conf=63.2%)
[2025-12-10T20:38:00.153363] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-10T20:38:00.153413] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-10T20:38:00.154620] [INFO ] [main      ] Progress: 68/430 forecasts completed (15.8%). ERO finished in 0.7s. ETA: 1m 3s. Rate: 344.65 forecasts/min
[2025-12-10T20:38:00.164660] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:00.165445] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-10T20:38:00.165497] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-10T20:38:00.165529] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-10T20:38:00.166347] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-10T20:38:00.166426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:00.171626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:00.173534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:00.174055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:00.174518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:00.174940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:00.175775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:00.176612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:00.179150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:00.208225] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-10
[2025-12-10T20:38:00.293544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:00.296235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:00.338326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:00.339617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:00.384248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:00.385369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:00.386771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:00.426488] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:00.464654] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-10
[2025-12-10T20:38:00.467001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:00.467947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:00.469423] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-10
[2025-12-10T20:38:00.469888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:00.472849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:00.473984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:00.476062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:00.476845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:00.482017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:00.483290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:00.484853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:00.486435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:00.489902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:00.490599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:00.491323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:00.537603] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-10T20:38:00.537676] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-1.10% (Conf=55.3045%)
[2025-12-10T20:38:00.538068] [INFO ] [main      ] Fetching symbol history for SITE...
[2025-12-10T20:38:00.538121] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2025-12-10T20:38:00.538662] [INFO ] [main      ] Progress: 69/430 forecasts completed (16.0%). AMRC finished in 0.9s. ETA: 1m 4s. Rate: 338.73 forecasts/min
[2025-12-10T20:38:00.566445] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:00.567608] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2025-12-10T20:38:00.567666] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2025-12-10T20:38:00.567697] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2025-12-10T20:38:00.568525] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:00.568621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:00.575280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:00.704667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:00.707606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:00.745066] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:00.783222] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:00.906222] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-10T20:38:00.906292] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-8.03% (Conf=50.0608%)
[2025-12-10T20:38:00.907787] [INFO ] [main      ] Progress: 70/430 forecasts completed (16.3%). DBX finished in 1.0s. ETA: 1m 5s. Rate: 333.56 forecasts/min
[2025-12-10T20:38:00.909641] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-10T20:38:00.909700] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-10T20:38:00.930559] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:00.931749] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-10T20:38:00.931804] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-10T20:38:00.931835] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-10T20:38:00.932766] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:00.932827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:00.934528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:00.937188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:00.937644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:00.940683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:00.946176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:00.965694] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-10T20:38:00.965768] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-4.61% (Conf=48.4002%)
[2025-12-10T20:38:00.966124] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-10T20:38:00.966175] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-10T20:38:00.966777] [INFO ] [main      ] Progress: 71/430 forecasts completed (16.5%). PDYN finished in 1.0s. ETA: 1m 4s. Rate: 336.75 forecasts/min
[2025-12-10T20:38:00.987968] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:00.988795] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-10T20:38:00.988849] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-10T20:38:00.988880] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-10T20:38:00.989765] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:00.989829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:00.999834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:01.005665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:01.007033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:01.012081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:01.012686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:01.013867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:01.018985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:01.028183] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-10
[2025-12-10T20:38:01.110763] [DEBUG] [MAG       ] SITE: Last date is validated at 2025-12-10
[2025-12-10T20:38:01.290809] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:01.334429] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:01.393563] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-10
[2025-12-10T20:38:01.408478] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2025-12-10T20:38:01.408548] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=2.15% (Conf=42.1265%)
[2025-12-10T20:38:01.408945] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-10T20:38:01.408996] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-10T20:38:01.409700] [INFO ] [main      ] Progress: 72/430 forecasts completed (16.7%). SITE finished in 0.9s. ETA: 1m 5s. Rate: 329.94 forecasts/min
[2025-12-10T20:38:01.421138] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:01.422118] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-10T20:38:01.422169] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-10T20:38:01.422199] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-10T20:38:01.423016] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-10T20:38:01.423083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:01.424180] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-10T20:38:01.424243] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-10T20:38:01.424421] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-10T20:38:01.424466] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-10T20:38:01.425626] [INFO ] [main      ] Progress: 73/430 forecasts completed (17.0%). BUXX finished in 1.3s. ETA: 1m 4s. Rate: 334.11 forecasts/min
[2025-12-10T20:38:01.428465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:01.429518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:01.436892] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:01.437745] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-10T20:38:01.437993] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-10T20:38:01.438024] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-10T20:38:01.438853] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:01.438913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:01.440796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:01.441316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:01.441731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:01.456626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:01.494030] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-10
[2025-12-10T20:38:01.549666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:01.574305] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:01.590487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:01.608343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:01.610140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:01.610641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:01.611676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:01.613383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:01.614414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:01.615141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:01.695842] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-10T20:38:01.695913] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-10T20:38:01.696099] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-10T20:38:01.696145] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-10T20:38:01.698738] [INFO ] [main      ] Progress: 74/430 forecasts completed (17.2%). EDF finished in 0.7s. ETA: 1m 4s. Rate: 331.78 forecasts/min
[2025-12-10T20:38:01.700567] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:01.710277] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:01.711929] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-10T20:38:01.711989] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-10T20:38:01.712022] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-10T20:38:01.712940] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-10T20:38:01.713008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:01.718174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:01.720201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:01.720730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:01.721151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:01.721988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:01.773328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:01.792928] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-10T20:38:01.792998] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.55% (Conf=60.823%)
[2025-12-10T20:38:01.793394] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-10T20:38:01.793445] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-10T20:38:01.793661] [INFO ] [main      ] Progress: 75/430 forecasts completed (17.4%). CFG finished in 0.9s. ETA: 1m 4s. Rate: 333.90 forecasts/min
[2025-12-10T20:38:01.806271] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:01.807464] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-10T20:38:01.807527] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-10T20:38:01.807618] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-10T20:38:01.808612] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:01.808702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:01.810608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:01.811168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:01.811704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:01.813632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:01.814962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:01.866343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:01.867287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:01.868465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:01.870276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:01.871422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:01.872166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:01.896665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:01.901326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:01.924659] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-10
[2025-12-10T20:38:01.975261] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.103907] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.148937] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.182753] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-10T20:38:02.182817] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=4.19% (Conf=46.0898%)
[2025-12-10T20:38:02.182983] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-10T20:38:02.183042] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-10T20:38:02.184206] [INFO ] [main      ] Progress: 76/430 forecasts completed (17.7%). CCL finished in 0.8s. ETA: 1m 5s. Rate: 328.82 forecasts/min
[2025-12-10T20:38:02.194156] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.195261] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-10T20:38:02.195311] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-10T20:38:02.195342] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-10T20:38:02.196138] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:02.196200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:02.200972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:02.202758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:02.203233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:02.242350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:02.242828] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.247255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:02.248712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:02.260181] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.261223] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-10T20:38:02.261304] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=2.15% (Conf=51.8501%)
[2025-12-10T20:38:02.261742] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-10T20:38:02.261799] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-10T20:38:02.262672] [INFO ] [main      ] Progress: 77/430 forecasts completed (17.9%). ASO finished in 0.9s. ETA: 1m 4s. Rate: 331.27 forecasts/min
[2025-12-10T20:38:02.266839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.275889] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.276952] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-10T20:38:02.277011] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-10T20:38:02.277044] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-10T20:38:02.277946] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:02.278202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:02.283398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:02.285272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:02.285782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:02.286216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:02.289404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:02.330173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:02.331432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:02.333476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.416734] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.441718] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.491320] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-10T20:38:02.491384] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-1.51% (Conf=36.1082%)
[2025-12-10T20:38:02.491748] [INFO ] [main      ] Fetching symbol history for ABUS...
[2025-12-10T20:38:02.491799] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2025-12-10T20:38:02.493701] [INFO ] [main      ] Progress: 78/430 forecasts completed (18.1%). GEL finished in 0.8s. ETA: 1m 4s. Rate: 330.10 forecasts/min
[2025-12-10T20:38:02.502885] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.503990] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2025-12-10T20:38:02.504050] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2025-12-10T20:38:02.504082] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2025-12-10T20:38:02.504875] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:02.504935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:02.506602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:02.507099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:02.507476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:02.561038] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-10T20:38:02.561109] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-2.76% (Conf=62.5913%)
[2025-12-10T20:38:02.561475] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-10T20:38:02.561527] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-10T20:38:02.562649] [INFO ] [main      ] Progress: 79/430 forecasts completed (18.4%). LEN finished in 0.8s. ETA: 1m 3s. Rate: 332.72 forecasts/min
[2025-12-10T20:38:02.573669] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.574493] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-10T20:38:02.574553] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-10T20:38:02.574622] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-10T20:38:02.575602] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:02.575675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:02.576951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:02.583229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.616760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:02.619105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.634796] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.681476] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.817534] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.866401] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:02.897262] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-10T20:38:02.897330] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=4.47% (Conf=39.4929%)
[2025-12-10T20:38:02.897499] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-10T20:38:02.897545] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-10T20:38:02.899159] [INFO ] [main      ] Progress: 80/430 forecasts completed (18.6%). INTZ finished in 0.7s. ETA: 1m 4s. Rate: 329.16 forecasts/min
[2025-12-10T20:38:02.911303] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.912371] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-10T20:38:02.912435] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-10T20:38:02.912469] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-10T20:38:02.913320] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:02.913388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:02.918676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:02.919950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:02.921992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:02.926369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:02.928515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:02.929466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:02.931497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:02.932156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:02.933403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:02.935219] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-10T20:38:02.935293] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=45.9679%)
[2025-12-10T20:38:02.935455] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-10T20:38:02.935499] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-10T20:38:02.935454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.938595] [INFO ] [main      ] Progress: 81/430 forecasts completed (18.8%). NMAI finished in 0.7s. ETA: 1m 3s. Rate: 332.37 forecasts/min
[2025-12-10T20:38:02.949693] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:02.950716] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-10T20:38:02.950775] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-10T20:38:02.950807] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-10T20:38:02.951625] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:02.951688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:02.952521] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-10
[2025-12-10T20:38:02.953427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:02.953980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:02.954387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:02.959644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:02.960938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:02.972154] [DEBUG] [MAG       ] ABUS: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.124408] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.146199] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.205209] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2025-12-10T20:38:03.205278] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=54.6981%)
[2025-12-10T20:38:03.205651] [INFO ] [main      ] Fetching symbol history for ALGM...
[2025-12-10T20:38:03.205701] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2025-12-10T20:38:03.205663] [INFO ] [main      ] Progress: 82/430 forecasts completed (19.1%). ABUS finished in 0.7s. ETA: 1m 3s. Rate: 330.44 forecasts/min
[2025-12-10T20:38:03.216945] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:03.217757] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2025-12-10T20:38:03.218021] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2025-12-10T20:38:03.218053] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2025-12-10T20:38:03.218849] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:03.218910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:03.222510] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-10T20:38:03.222604] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=50.4812%)
[2025-12-10T20:38:03.222969] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-10T20:38:03.223021] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-10T20:38:03.223723] [INFO ] [main      ] Progress: 83/430 forecasts completed (19.3%). MBX finished in 0.7s. ETA: 1m 2s. Rate: 334.06 forecasts/min
[2025-12-10T20:38:03.224125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:03.224963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:03.234254] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:03.235087] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-10T20:38:03.235138] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-10T20:38:03.235170] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-10T20:38:03.236131] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:03.236192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:03.241100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:03.243538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:03.265905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:03.267523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:03.287243] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.310424] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.358679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:03.360648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:03.410012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:03.412840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:03.414014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:03.464306] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.483622] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.543602] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-10T20:38:03.543690] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=61.5009%)
[2025-12-10T20:38:03.544023] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-10T20:38:03.544072] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-10T20:38:03.544556] [INFO ] [main      ] Progress: 84/430 forecasts completed (19.5%). KKRS finished in 0.6s. ETA: 1m 3s. Rate: 330.97 forecasts/min
[2025-12-10T20:38:03.555172] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-10T20:38:03.555243] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=43.0879%)
[2025-12-10T20:38:03.555406] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-10T20:38:03.555448] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-10T20:38:03.555877] [INFO ] [main      ] Progress: 85/430 forecasts completed (19.8%). NWSA finished in 0.7s. ETA: 1m 2s. Rate: 334.66 forecasts/min
[2025-12-10T20:38:03.556910] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:03.557812] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-10T20:38:03.557866] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-10T20:38:03.557899] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-10T20:38:03.558719] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:03.558782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:03.563861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:03.565795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:03.566269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:03.567342] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:03.568560] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-10T20:38:03.568646] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-10T20:38:03.568680] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-10T20:38:03.568908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:03.569520] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:03.569621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:03.570597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:03.617644] [DEBUG] [MAG       ] ALGM: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.618732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:03.622256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:03.623221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:03.768031] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.789512] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.881443] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2025-12-10T20:38:03.881508] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=3.36% (Conf=64.5681%)
[2025-12-10T20:38:03.881872] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-10T20:38:03.881925] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-10T20:38:03.882666] [INFO ] [main      ] Progress: 86/430 forecasts completed (20.0%). ALGM finished in 0.7s. ETA: 1m 2s. Rate: 331.49 forecasts/min
[2025-12-10T20:38:03.893695] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:03.894775] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-10T20:38:03.894831] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-10T20:38:03.894863] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-10T20:38:03.895674] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:03.895737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:03.900989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:03.902824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:03.903652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:03.904548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:03.936878] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:03.970398] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-10
[2025-12-10T20:38:03.978125] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.007864] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-10T20:38:04.007929] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=49.7533%)
[2025-12-10T20:38:04.008281] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-10T20:38:04.008331] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-10T20:38:04.009656] [INFO ] [main      ] Progress: 87/430 forecasts completed (20.2%). CMRE finished in 0.8s. ETA: 1m 2s. Rate: 332.63 forecasts/min
[2025-12-10T20:38:04.019172] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.020002] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-10T20:38:04.020057] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-10T20:38:04.020089] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-10T20:38:04.020862] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:04.020923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:04.026341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:04.028110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:04.028628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:04.029084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:04.029479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:04.030726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.147680] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.155159] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.235161] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-10T20:38:04.235225] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=53.9248%)
[2025-12-10T20:38:04.235383] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-10T20:38:04.235425] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-10T20:38:04.236143] [INFO ] [main      ] Progress: 88/430 forecasts completed (20.5%). SCL finished in 0.7s. ETA: 1m 2s. Rate: 331.66 forecasts/min
[2025-12-10T20:38:04.246698] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.247600] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-10T20:38:04.247651] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-10T20:38:04.247682] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-10T20:38:04.248468] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:04.248528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:04.249247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:04.250865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:04.251693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:04.253018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:04.254975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.258052] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-10T20:38:04.258116] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-5.81% (Conf=52.3208%)
[2025-12-10T20:38:04.258435] [INFO ] [main      ] Progress: 89/430 forecasts completed (20.7%). BYRN finished in 0.7s. ETA: 1m 1s. Rate: 334.96 forecasts/min
[2025-12-10T20:38:04.258554] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-10T20:38:04.258615] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-10T20:38:04.259848] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.269787] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.270702] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-10T20:38:04.270759] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-10T20:38:04.270792] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-10T20:38:04.271608] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:04.271687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:04.273460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:04.273976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:04.274359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:04.275297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.386508] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.434608] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.498455] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-10T20:38:04.498520] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=58.7518%)
[2025-12-10T20:38:04.498965] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-10T20:38:04.499017] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-10T20:38:04.499663] [INFO ] [main      ] Progress: 90/430 forecasts completed (20.9%). FOLD finished in 0.6s. ETA: 1m 1s. Rate: 333.68 forecasts/min
[2025-12-10T20:38:04.510974] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.512026] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-10T20:38:04.512077] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-10T20:38:04.512107] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-10T20:38:04.512883] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:04.512943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:04.517643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:04.519392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:04.519870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:04.520245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:04.521102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.564320] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.601741] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.623444] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.776203] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.791489] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:04.792081] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-10T20:38:04.792147] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-4.80% (Conf=52.3278%)
[2025-12-10T20:38:04.792502] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-10T20:38:04.792550] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-10T20:38:04.793653] [INFO ] [main      ] Progress: 91/430 forecasts completed (21.2%). AZO finished in 0.8s. ETA: 1m 1s. Rate: 331.37 forecasts/min
[2025-12-10T20:38:04.804238] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.805644] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-10T20:38:04.805696] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-10T20:38:04.805737] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-10T20:38:04.806790] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:04.806848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:04.812326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:04.815477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.856708] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-10T20:38:04.856778] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=46.1844%)
[2025-12-10T20:38:04.856939] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-10T20:38:04.856982] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-10T20:38:04.857860] [INFO ] [main      ] Progress: 92/430 forecasts completed (21.4%). TDSC finished in 0.6s. ETA: 1m 1s. Rate: 333.71 forecasts/min
[2025-12-10T20:38:04.865078] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-10
[2025-12-10T20:38:04.869846] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.870837] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-10T20:38:04.870893] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-10T20:38:04.870926] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-10T20:38:04.871737] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:04.871796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:04.874245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:04.880766] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-10T20:38:04.880841] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=63.9644%)
[2025-12-10T20:38:04.881192] [INFO ] [main      ] Progress: 93/430 forecasts completed (21.6%). PDP finished in 0.6s. ETA: 1m 0s. Rate: 336.86 forecasts/min
[2025-12-10T20:38:04.881316] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-10T20:38:04.881358] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-10T20:38:04.892755] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:04.893661] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-10T20:38:04.893713] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-10T20:38:04.893744] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-10T20:38:04.894731] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:04.894792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:04.899765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:04.900595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:04.902864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:04.916844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:05.037866] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:05.141417] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-10T20:38:05.141481] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=36.3447%)
[2025-12-10T20:38:05.141934] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-10T20:38:05.141986] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-10T20:38:05.142650] [INFO ] [main      ] Progress: 94/430 forecasts completed (21.9%). PBM finished in 0.6s. ETA: 1m 0s. Rate: 335.19 forecasts/min
[2025-12-10T20:38:05.153326] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:05.154495] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-10T20:38:05.154545] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-10T20:38:05.154593] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-10T20:38:05.155355] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:05.155414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:05.157985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:05.158803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:05.160606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:05.162915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:05.175633] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.253950] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.266929] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.353251] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:05.425140] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:05.435323] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:05.480929] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-10T20:38:05.480994] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-10T20:38:05.481158] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-10T20:38:05.481200] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-10T20:38:05.482054] [INFO ] [main      ] Progress: 95/430 forecasts completed (22.1%). PHK finished in 0.6s. ETA: 1m 1s. Rate: 332.06 forecasts/min
[2025-12-10T20:38:05.491985] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:05.492871] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-10T20:38:05.492923] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-10T20:38:05.492954] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-10T20:38:05.493745] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:05.493816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:05.499209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:05.507011] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.509479] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-10T20:38:05.509544] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=8.13% (Conf=59.7292%)
[2025-12-10T20:38:05.509916] [INFO ] [main      ] Fetching symbol history for PRGS...
[2025-12-10T20:38:05.509965] [DEBUG] [REMOTE    ] PRGS: Fetching historical data.
[2025-12-10T20:38:05.510667] [INFO ] [main      ] Progress: 96/430 forecasts completed (22.3%). LASE finished in 0.7s. ETA: 59.8s. Rate: 334.99 forecasts/min
[2025-12-10T20:38:05.522201] [DEBUG] [REMOTE    ] PRGS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:05.523168] [DEBUG] [LOCAL     ] Loaded configuration for PRGS: 2 features, N/A% accuracy
[2025-12-10T20:38:05.523217] [INFO ] [LOCAL     ] PRGS: Loaded 2 optimal features with 56.51% confidence from JSON config
[2025-12-10T20:38:05.523249] [DEBUG] [MAG       ] Building data for symbol: PRGS with lookback: 0
[2025-12-10T20:38:05.524049] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:05.524107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:05.524980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:05.525397] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-10T20:38:05.525475] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=57.4444%)
[2025-12-10T20:38:05.525869] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-10T20:38:05.525921] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-10T20:38:05.527654] [INFO ] [main      ] Progress: 97/430 forecasts completed (22.6%). MA finished in 0.7s. ETA: 59.1s. Rate: 338.15 forecasts/min
[2025-12-10T20:38:05.536480] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:05.537667] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-10T20:38:05.537748] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-10T20:38:05.537783] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-10T20:38:05.538537] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-10T20:38:05.539775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:05.542688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:05.635632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:05.676832] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:05.761296] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-10T20:38:05.761360] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=56.2886%)
[2025-12-10T20:38:05.761513] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-10T20:38:05.761555] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-10T20:38:05.762678] [INFO ] [main      ] Progress: 98/430 forecasts completed (22.8%). LQDA finished in 0.6s. ETA: 59.1s. Rate: 337.03 forecasts/min
[2025-12-10T20:38:05.772648] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:05.773504] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-10T20:38:05.773554] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-10T20:38:05.773607] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-10T20:38:05.774363] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:05.774425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:05.776097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:05.776607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:05.777036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:05.777411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:05.778202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:05.874455] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.885613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:05.889827] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-10
[2025-12-10T20:38:05.960233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:05.963058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:05.974942] [DEBUG] [MAG       ] PRGS: Last date is validated at 2025-12-10
[2025-12-10T20:38:06.042748] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.064884] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.091895] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-10T20:38:06.091959] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=39.6219%)
[2025-12-10T20:38:06.092288] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-10T20:38:06.092343] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-10T20:38:06.092664] [INFO ] [main      ] Progress: 99/430 forecasts completed (23.0%). FUND finished in 0.6s. ETA: 59.4s. Rate: 334.15 forecasts/min
[2025-12-10T20:38:06.103156] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.103942] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-10T20:38:06.103993] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-10T20:38:06.104024] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-10T20:38:06.104782] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:06.104846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.109712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:06.111477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:06.111962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:06.112344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:06.115149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:06.116215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.146484] [DEBUG] [MAG       ] PRGS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.148166] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-10T20:38:06.148235] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=7.45% (Conf=70.2555%)
[2025-12-10T20:38:06.148394] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-10T20:38:06.148438] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-10T20:38:06.148956] [INFO ] [main      ] Progress: 100/430 forecasts completed (23.3%). ISSC finished in 0.7s. ETA: 58.8s. Rate: 336.46 forecasts/min
[2025-12-10T20:38:06.158947] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.159931] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-10T20:38:06.159985] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-10T20:38:06.160017] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-10T20:38:06.160810] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:06.160871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.165852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:06.205486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.236074] [INFO ] [LOCAL     ] PRGS: Saved forecast.
[2025-12-10T20:38:06.236139] [INFO ] [main      ] PRGS: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=56.5095%)
[2025-12-10T20:38:06.236462] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-10T20:38:06.236511] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-10T20:38:06.237399] [INFO ] [main      ] Progress: 101/430 forecasts completed (23.5%). PRGS finished in 0.7s. ETA: 58.4s. Rate: 338.15 forecasts/min
[2025-12-10T20:38:06.248673] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.249781] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-10T20:38:06.249838] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-10T20:38:06.249869] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-10T20:38:06.250691] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:06.250754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.255555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:06.257513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:06.258067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:06.258452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.303158] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-10
[2025-12-10T20:38:06.458749] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-10
[2025-12-10T20:38:06.475456] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.551108] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-10
[2025-12-10T20:38:06.576296] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-10T20:38:06.576359] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=53.0028%)
[2025-12-10T20:38:06.576516] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-10T20:38:06.576560] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-10T20:38:06.576911] [INFO ] [main      ] Progress: 102/430 forecasts completed (23.7%). TGLS finished in 0.8s. ETA: 58.7s. Rate: 335.15 forecasts/min
[2025-12-10T20:38:06.588187] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.589296] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-10T20:38:06.589349] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-10T20:38:06.589383] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-10T20:38:06.590194] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:06.590255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.595309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:06.597062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:06.597537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:06.598020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:06.598414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.627060] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.632678] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-10
[2025-12-10T20:38:06.686715] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-10T20:38:06.686781] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=42.0612%)
[2025-12-10T20:38:06.687108] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-10T20:38:06.687157] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-10T20:38:06.687667] [INFO ] [main      ] Progress: 103/430 forecasts completed (24.0%). DOUG finished in 0.6s. ETA: 58.3s. Rate: 336.39 forecasts/min
[2025-12-10T20:38:06.698897] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.699754] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-10T20:38:06.699806] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-10T20:38:06.699837] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-10T20:38:06.700814] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:06.700873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.705828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:06.707792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:06.708463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:06.708868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:06.709958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.723817] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.795287] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-10T20:38:06.795355] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=53.3323%)
[2025-12-10T20:38:06.795519] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-10T20:38:06.795564] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-10T20:38:06.796670] [INFO ] [main      ] Progress: 104/430 forecasts completed (24.2%). NXE finished in 0.6s. ETA: 57.9s. Rate: 337.66 forecasts/min
[2025-12-10T20:38:06.807443] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.808593] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-10T20:38:06.808646] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-10T20:38:06.808679] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-10T20:38:06.809465] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:06.809526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:06.810285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:06.812157] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:06.812723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:06.813412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:06.816514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:06.818331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.883631] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-10T20:38:06.883699] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=49.2561%)
[2025-12-10T20:38:06.883869] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-10T20:38:06.883912] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-10T20:38:06.884828] [INFO ] [main      ] Progress: 105/430 forecasts completed (24.4%). TMCI finished in 0.6s. ETA: 57.5s. Rate: 339.28 forecasts/min
[2025-12-10T20:38:06.896855] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:06.898056] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-10T20:38:06.898111] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-10T20:38:06.898143] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-10T20:38:06.898982] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:06.899050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:06.904295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:06.906182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:06.906697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:06.907091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:06.958255] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.074911] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.134431] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:07.175398] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.200647] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-10T20:38:07.200712] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=44.465%)
[2025-12-10T20:38:07.200869] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-10T20:38:07.200912] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-10T20:38:07.203795] [INFO ] [main      ] Progress: 106/430 forecasts completed (24.7%). DVAX finished in 0.6s. ETA: 57.7s. Rate: 336.73 forecasts/min
[2025-12-10T20:38:07.213390] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:07.214374] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-10T20:38:07.214424] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-10T20:38:07.214456] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-10T20:38:07.215399] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:07.215459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:07.217164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:07.217693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:07.218160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:07.218950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:07.221544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:07.259305] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:07.278896] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.352026] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:07.439890] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-10T20:38:07.439955] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=57.2769%)
[2025-12-10T20:38:07.440119] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-10T20:38:07.440162] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-10T20:38:07.441675] [INFO ] [main      ] Progress: 107/430 forecasts completed (24.9%). NATL finished in 0.6s. ETA: 57.7s. Rate: 335.68 forecasts/min
[2025-12-10T20:38:07.450948] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:07.451749] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-10T20:38:07.451800] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-10T20:38:07.451831] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-10T20:38:07.452618] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:07.452676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:07.457159] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-10T20:38:07.457232] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=2.28% (Conf=53.8869%)
[2025-12-10T20:38:07.457604] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-10T20:38:07.457656] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-10T20:38:07.457685] [INFO ] [main      ] Progress: 108/430 forecasts completed (25.1%). DKNG finished in 0.8s. ETA: 57.1s. Rate: 338.53 forecasts/min
[2025-12-10T20:38:07.458461] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:07.470615] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:07.472782] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-10T20:38:07.472858] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-10T20:38:07.472906] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-10T20:38:07.473898] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:07.473970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:07.479439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:07.480978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:07.482259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:07.520115] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-10T20:38:07.520184] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=62.9904%)
[2025-12-10T20:38:07.520564] [INFO ] [main      ] Progress: 109/430 forecasts completed (25.3%). VTEX finished in 0.6s. ETA: 56.6s. Rate: 340.55 forecasts/min
[2025-12-10T20:38:07.520716] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-10T20:38:07.520760] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-10T20:38:07.532526] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:07.533728] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-10T20:38:07.533782] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-10T20:38:07.533817] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-10T20:38:07.534652] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:07.534712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:07.535441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:07.536399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:07.537198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:07.566927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:07.568132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:07.578453] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.752180] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:07.847228] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.857030] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-10T20:38:07.857090] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=4.66% (Conf=61.4885%)
[2025-12-10T20:38:07.857522] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-10T20:38:07.857589] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-10T20:38:07.857663] [INFO ] [main      ] Progress: 110/430 forecasts completed (25.6%). LGIH finished in 0.7s. ETA: 56.8s. Rate: 337.75 forecasts/min
[2025-12-10T20:38:07.868074] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:07.869162] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-10T20:38:07.869213] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-10T20:38:07.869243] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-10T20:38:07.870250] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:07.870310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:07.888450] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.908485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:07.919240] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-10
[2025-12-10T20:38:07.957780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:07.959361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:07.960072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.024377] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.060221] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.095307] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.128267] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-10T20:38:08.128338] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=46.2187%)
[2025-12-10T20:38:08.128734] [INFO ] [main      ] Fetching symbol history for KBWY...
[2025-12-10T20:38:08.128788] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2025-12-10T20:38:08.128776] [INFO ] [main      ] Progress: 111/430 forecasts completed (25.8%). BJ finished in 0.7s. ETA: 56.9s. Rate: 336.15 forecasts/min
[2025-12-10T20:38:08.143405] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.144679] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2025-12-10T20:38:08.144743] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2025-12-10T20:38:08.144784] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2025-12-10T20:38:08.146156] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:08.146223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:08.149209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.160650] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-10T20:38:08.163899] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=-4.86% (Conf=61.0506%)
[2025-12-10T20:38:08.164400] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-10T20:38:08.164449] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-10T20:38:08.165300] [INFO ] [main      ] Progress: 112/430 forecasts completed (26.0%). BLBD finished in 0.6s. ETA: 56.4s. Rate: 338.56 forecasts/min
[2025-12-10T20:38:08.175334] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-10T20:38:08.175399] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=58.6856%)
[2025-12-10T20:38:08.175759] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-10T20:38:08.175811] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-10T20:38:08.175927] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.176728] [INFO ] [main      ] Progress: 113/430 forecasts completed (26.3%). HPE finished in 0.7s. ETA: 55.7s. Rate: 341.38 forecasts/min
[2025-12-10T20:38:08.176864] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-10T20:38:08.176905] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-10T20:38:08.176933] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-10T20:38:08.178392] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:08.178454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:08.180159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:08.180683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:08.181071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:08.181957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:08.186843] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.187569] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-10T20:38:08.187649] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-10T20:38:08.187680] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-10T20:38:08.188481] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:08.188539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:08.194368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:08.195466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.229912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.312191] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-10
[2025-12-10T20:38:08.483906] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.504014] [DEBUG] [MAG       ] KBWY: Last date is validated at 2025-12-10
[2025-12-10T20:38:08.545037] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-10T20:38:08.545110] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=54.6938%)
[2025-12-10T20:38:08.545475] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-10T20:38:08.545528] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-10T20:38:08.545679] [INFO ] [main      ] Progress: 114/430 forecasts completed (26.5%). BDN finished in 0.7s. ETA: 56.1s. Rate: 338.12 forecasts/min
[2025-12-10T20:38:08.557937] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.558854] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-10T20:38:08.558908] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-10T20:38:08.558940] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-10T20:38:08.559788] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:08.559853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:08.560936] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-10
[2025-12-10T20:38:08.564836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:08.566809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:08.579422] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-10
[2025-12-10T20:38:08.618856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:08.619750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:08.621333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.692283] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.751501] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.757716] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:08.760404] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2025-12-10T20:38:08.760474] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=53.2943%)
[2025-12-10T20:38:08.760655] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-10T20:38:08.760699] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-10T20:38:08.762648] [INFO ] [main      ] Progress: 115/430 forecasts completed (26.7%). KBWY finished in 0.6s. ETA: 56.0s. Rate: 337.47 forecasts/min
[2025-12-10T20:38:08.772331] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.773317] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-10T20:38:08.773367] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-10T20:38:08.773398] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-10T20:38:08.774171] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-10T20:38:08.774266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:08.779305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:08.781099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:08.781596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:08.782034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:08.782420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:08.783191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:08.783996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:08.786598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:08.843599] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-10T20:38:08.843666] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=61.5086%)
[2025-12-10T20:38:08.843829] [INFO ] [main      ] Fetching symbol history for IHS...
[2025-12-10T20:38:08.843874] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2025-12-10T20:38:08.845630] [INFO ] [main      ] Progress: 116/430 forecasts completed (27.0%). ATRO finished in 0.7s. ETA: 55.6s. Rate: 339.03 forecasts/min
[2025-12-10T20:38:08.857006] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.857839] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2025-12-10T20:38:08.857893] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2025-12-10T20:38:08.857925] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2025-12-10T20:38:08.858746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:08.858807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:08.860546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:08.861119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:08.861527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:08.865909] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-10T20:38:08.865977] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=49.9198%)
[2025-12-10T20:38:08.866359] [INFO ] [main      ] Fetching symbol history for AUID...
[2025-12-10T20:38:08.866410] [DEBUG] [REMOTE    ] AUID: Fetching historical data.
[2025-12-10T20:38:08.866631] [INFO ] [main      ] Progress: 117/430 forecasts completed (27.2%). ESTA finished in 0.7s. ETA: 55.0s. Rate: 341.60 forecasts/min
[2025-12-10T20:38:08.878778] [DEBUG] [REMOTE    ] AUID: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:08.879651] [DEBUG] [LOCAL     ] Loaded configuration for AUID: 4 features, N/A% accuracy
[2025-12-10T20:38:08.879703] [INFO ] [LOCAL     ] AUID: Loaded 4 optimal features with 52.23% confidence from JSON config
[2025-12-10T20:38:08.879734] [DEBUG] [MAG       ] Building data for symbol: AUID with lookback: 0
[2025-12-10T20:38:08.880710] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:08.880770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:08.882528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:08.883058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:08.883801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:08.884978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.904801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:08.906915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:08.946525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:08.947739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:08.981439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:08.983084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:08.986570] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-10
[2025-12-10T20:38:08.987678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:08.988641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:08.989882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:09.067208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:09.068049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:09.069857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:09.072536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:09.073649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:09.075617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:09.076333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:09.080998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:09.082304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:09.083679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:09.085346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:09.088783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:09.089424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:09.090327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:09.092487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:09.093590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:09.094283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:09.094982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-10T20:38:09.095674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:09.098626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:09.100196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:09.102962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:09.105107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:09.108939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:09.127685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:09.129064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:09.130881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:09.131646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:09.133529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:09.135396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:09.136348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:09.137614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:09.140003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:09.142195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:09.144374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:09.163595] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:09.243081] [DEBUG] [MAG       ] AUID: Last date is validated at 2025-12-10
[2025-12-10T20:38:09.350485] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-10T20:38:09.350550] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=11.12% (Conf=47.1878%)
[2025-12-10T20:38:09.351184] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-10T20:38:09.351238] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-10T20:38:09.351628] [INFO ] [main      ] Progress: 118/430 forecasts completed (27.4%). APLD finished in 0.8s. ETA: 55.6s. Rate: 336.58 forecasts/min
[2025-12-10T20:38:09.362326] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:09.362670] [DEBUG] [MAG       ] IHS: Last date is validated at 2025-12-10
[2025-12-10T20:38:09.363226] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-10T20:38:09.363277] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-10T20:38:09.363309] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-10T20:38:09.364142] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:09.364203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:09.369634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:09.409889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:09.410892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:09.418621] [DEBUG] [MAG       ] AUID: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:09.492199] [INFO ] [LOCAL     ] AUID: Saved forecast.
[2025-12-10T20:38:09.492278] [INFO ] [main      ] AUID: Signal=1 (Conf=90.0%), Magnitude=-4.96% (Conf=52.2308%)
[2025-12-10T20:38:09.492655] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-10T20:38:09.492705] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-10T20:38:09.492684] [INFO ] [main      ] Progress: 119/430 forecasts completed (27.7%). AUID finished in 0.6s. ETA: 55.3s. Rate: 337.17 forecasts/min
[2025-12-10T20:38:09.505302] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:09.507206] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-10
[2025-12-10T20:38:09.507712] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-10T20:38:09.507845] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-10T20:38:09.507888] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-10T20:38:09.509540] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:09.509624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:09.511568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:09.512141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:09.512611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:09.517452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:09.519986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:09.555569] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:09.622616] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2025-12-10T20:38:09.622710] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=39.0465%)
[2025-12-10T20:38:09.622891] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-10T20:38:09.622937] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-10T20:38:09.624679] [INFO ] [main      ] Progress: 120/430 forecasts completed (27.9%). IHS finished in 0.8s. ETA: 55.0s. Rate: 337.90 forecasts/min
[2025-12-10T20:38:09.636536] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:09.637512] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-10T20:38:09.637597] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-10T20:38:09.637645] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-10T20:38:09.638699] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:09.638772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:09.639714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:09.690543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:09.691601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:09.718765] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:09.771523] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-10
[2025-12-10T20:38:09.902281] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-10
[2025-12-10T20:38:09.943442] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:09.972459] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-10T20:38:09.972539] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-10T20:38:09.972890] [INFO ] [main      ] Progress: 121/430 forecasts completed (28.1%). TBIL finished in 1.2s. ETA: 55.3s. Rate: 335.23 forecasts/min
[2025-12-10T20:38:09.973009] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-10T20:38:09.973050] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-10T20:38:09.983974] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:09.984887] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-10T20:38:09.984952] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-10T20:38:09.984986] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-10T20:38:09.985813] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:09.985881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:09.988210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.069550] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-10T20:38:10.069641] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=65.5309%)
[2025-12-10T20:38:10.070030] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-10T20:38:10.070082] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-10T20:38:10.070653] [INFO ] [main      ] Progress: 122/430 forecasts completed (28.4%). ABG finished in 0.7s. ETA: 54.9s. Rate: 336.49 forecasts/min
[2025-12-10T20:38:10.079855] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.079883] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-10
[2025-12-10T20:38:10.084034] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.084939] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-10T20:38:10.084999] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-10T20:38:10.085031] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-10T20:38:10.085981] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:10.086066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:10.091150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:10.093106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:10.093676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:10.094081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:10.096545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:10.098312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:10.102558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:10.103538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.152346] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-10T20:38:10.152411] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=47.8543%)
[2025-12-10T20:38:10.152897] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-10T20:38:10.152949] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-10T20:38:10.153671] [INFO ] [main      ] Progress: 123/430 forecasts completed (28.6%). FIGS finished in 0.7s. ETA: 54.5s. Rate: 337.95 forecasts/min
[2025-12-10T20:38:10.164961] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.166053] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-10T20:38:10.166143] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-10T20:38:10.166177] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-10T20:38:10.167084] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:10.167150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:10.168944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:10.169494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:10.169936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:10.170853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:10.211384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.257801] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.318397] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-10T20:38:10.318466] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=49.4114%)
[2025-12-10T20:38:10.318658] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-10T20:38:10.318704] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-10T20:38:10.319989] [INFO ] [main      ] Progress: 124/430 forecasts completed (28.8%). KPRX finished in 0.7s. ETA: 54.3s. Rate: 338.13 forecasts/min
[2025-12-10T20:38:10.330553] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.331715] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-10T20:38:10.331768] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-10T20:38:10.331800] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-10T20:38:10.332636] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:10.332709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:10.337675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:10.339642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:10.340163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:10.340569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:10.343882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:10.344537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.346093] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-10
[2025-12-10T20:38:10.458773] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-10
[2025-12-10T20:38:10.520691] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.572750] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-10
[2025-12-10T20:38:10.591771] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-10T20:38:10.591835] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=55.6418%)
[2025-12-10T20:38:10.592178] [INFO ] [main      ] Progress: 125/430 forecasts completed (29.1%). AES finished in 0.6s. ETA: 54.4s. Rate: 336.69 forecasts/min
[2025-12-10T20:38:10.592300] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-10T20:38:10.592341] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-10T20:38:10.604300] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.605314] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-10T20:38:10.605363] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-10T20:38:10.605393] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-10T20:38:10.606320] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:10.606379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:10.608243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:10.608766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:10.609653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:10.612001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:10.634765] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.688189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.704421] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-10
[2025-12-10T20:38:10.719450] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-10T20:38:10.719517] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=42.4983%)
[2025-12-10T20:38:10.719976] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-10T20:38:10.720029] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-10T20:38:10.720661] [INFO ] [main      ] Progress: 126/430 forecasts completed (29.3%). LINC finished in 0.6s. ETA: 54.1s. Rate: 337.44 forecasts/min
[2025-12-10T20:38:10.733126] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.734399] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-10T20:38:10.734458] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-10T20:38:10.734495] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-10T20:38:10.735440] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:10.735514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:10.737876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:10.738707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:10.739368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:10.740470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:10.742517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:10.753446] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.810664] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-10T20:38:10.810731] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=55.8641%)
[2025-12-10T20:38:10.810894] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-10T20:38:10.810936] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-10T20:38:10.812667] [INFO ] [main      ] Progress: 127/430 forecasts completed (29.5%). GBAB finished in 0.7s. ETA: 53.7s. Rate: 338.72 forecasts/min
[2025-12-10T20:38:10.822898] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.823932] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-10T20:38:10.824004] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-10T20:38:10.824036] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-10T20:38:10.824823] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:10.824883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:10.830292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:10.835933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:10.837408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:10.838494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.875055] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:10.879486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:10.880846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:10.882880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:10.885073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:10.943265] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-10T20:38:10.943338] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=6.46% (Conf=68.7642%)
[2025-12-10T20:38:10.943500] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-10T20:38:10.943544] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-10T20:38:10.944663] [INFO ] [main      ] Progress: 128/430 forecasts completed (29.8%). CELZ finished in 0.6s. ETA: 53.4s. Rate: 339.40 forecasts/min
[2025-12-10T20:38:10.955010] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:10.956336] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-10T20:38:10.956393] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-10T20:38:10.956425] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-10T20:38:10.957386] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:10.957447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:10.958550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:10.959365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:10.961564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:10.962319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:11.033591] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.181030] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.205756] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:11.226925] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.286769] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-10T20:38:11.286834] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=53.3077%)
[2025-12-10T20:38:11.287183] [INFO ] [main      ] Progress: 129/430 forecasts completed (30.0%). WCLD finished in 0.7s. ETA: 53.6s. Rate: 336.95 forecasts/min
[2025-12-10T20:38:11.287319] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-10T20:38:11.287362] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-10T20:38:11.297708] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:11.299411] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-10T20:38:11.299469] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-10T20:38:11.299499] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-10T20:38:11.300363] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:11.300427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:11.305371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:11.307300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:11.307843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:11.308233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:11.314119] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.347559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:11.353944] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:11.395657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:11.396483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:11.397178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:11.402912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:11.412527] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:11.433629] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-10T20:38:11.433696] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=49.0309%)
[2025-12-10T20:38:11.434147] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-10T20:38:11.434200] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-10T20:38:11.434650] [INFO ] [main      ] Progress: 130/430 forecasts completed (30.2%). CAAP finished in 0.7s. ETA: 53.3s. Rate: 337.40 forecasts/min
[2025-12-10T20:38:11.447511] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:11.448594] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-10T20:38:11.448653] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-10T20:38:11.448686] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-10T20:38:11.449485] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:11.449556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:11.481416] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-10T20:38:11.481479] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=60.5064%)
[2025-12-10T20:38:11.481860] [INFO ] [main      ] Progress: 131/430 forecasts completed (30.5%). CDXS finished in 0.7s. ETA: 52.9s. Rate: 339.30 forecasts/min
[2025-12-10T20:38:11.482047] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-10T20:38:11.482093] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-10T20:38:11.491302] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:11.492185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:11.493981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:11.494313] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:11.495380] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-10T20:38:11.495435] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-10T20:38:11.495466] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-10T20:38:11.496277] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:11.496336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:11.498431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:11.498957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:11.542949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:11.555506] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-10T20:38:11.555595] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=48.7647%)
[2025-12-10T20:38:11.555751] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-10T20:38:11.555800] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-10T20:38:11.556863] [INFO ] [main      ] Progress: 132/430 forecasts completed (30.7%). OBDC finished in 0.6s. ETA: 52.5s. Rate: 340.78 forecasts/min
[2025-12-10T20:38:11.568456] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:11.569271] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-10T20:38:11.569326] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-10T20:38:11.569357] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-10T20:38:11.570150] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:11.570220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:11.574931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:11.576600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:11.578388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:11.579520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:11.581287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:11.748712] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.850453] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.922367] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.923558] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-10
[2025-12-10T20:38:11.923743] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.008182] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-10T20:38:12.008247] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=51.6858%)
[2025-12-10T20:38:12.008601] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-10T20:38:12.008651] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-10T20:38:12.008661] [INFO ] [main      ] Progress: 133/430 forecasts completed (30.9%). ROE finished in 0.7s. ETA: 52.9s. Rate: 336.82 forecasts/min
[2025-12-10T20:38:12.020362] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.021657] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-10T20:38:12.021710] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-10T20:38:12.021741] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-10T20:38:12.022513] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-10T20:38:12.022594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:12.027920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:12.029691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:12.030170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:12.030556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:12.032532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:12.033225] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.033292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:12.034499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:12.035136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:12.036651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:12.038976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:12.040436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.092069] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-10T20:38:12.092301] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=61.9798%)
[2025-12-10T20:38:12.092458] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-10T20:38:12.092500] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-10T20:38:12.093667] [INFO ] [main      ] Progress: 134/430 forecasts completed (31.2%). SUZ finished in 0.7s. ETA: 52.5s. Rate: 338.14 forecasts/min
[2025-12-10T20:38:12.102671] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.104715] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.104714] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.105878] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-10T20:38:12.105941] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-10T20:38:12.105976] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-10T20:38:12.107001] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:12.107066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:12.107984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:12.110157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:12.110648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:12.111690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:12.113513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:12.114778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:12.115664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.204121] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-10T20:38:12.204187] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=61.792%)
[2025-12-10T20:38:12.204553] [INFO ] [main      ] Progress: 135/430 forecasts completed (31.4%). MKC finished in 0.7s. ETA: 52.2s. Rate: 339.08 forecasts/min
[2025-12-10T20:38:12.204920] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-10T20:38:12.204968] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-10T20:38:12.217282] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.218500] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-10T20:38:12.218555] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-10T20:38:12.218605] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-10T20:38:12.219437] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:12.219499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:12.220414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:12.223352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:12.224296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.233910] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-10T20:38:12.233973] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-2.77% (Conf=44.9206%)
[2025-12-10T20:38:12.234132] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-10T20:38:12.234176] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-10T20:38:12.234851] [INFO ] [main      ] Progress: 136/430 forecasts completed (31.6%). AM finished in 0.7s. ETA: 51.7s. Rate: 341.16 forecasts/min
[2025-12-10T20:38:12.246238] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.247136] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-10T20:38:12.247196] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-10T20:38:12.247229] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-10T20:38:12.248048] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:12.248113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:12.252982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:12.254961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:12.255439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:12.255898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:12.256299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:12.257246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:12.258523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-10T20:38:12.259359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:12.260478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:12.262773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.397494] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-10
[2025-12-10T20:38:12.491739] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-10
[2025-12-10T20:38:12.572111] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.584376] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-10
[2025-12-10T20:38:12.607814] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-10
[2025-12-10T20:38:12.669819] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-10T20:38:12.669885] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=63.0494%)
[2025-12-10T20:38:12.670251] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-10T20:38:12.670300] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-10T20:38:12.670665] [INFO ] [main      ] Progress: 137/430 forecasts completed (31.9%). STBA finished in 0.7s. ETA: 52.1s. Rate: 337.52 forecasts/min
[2025-12-10T20:38:12.671674] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.681208] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.682970] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-10T20:38:12.683025] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-10T20:38:12.683056] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-10T20:38:12.683885] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:12.683946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:12.689341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:12.691148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:12.691654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:12.692089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:12.693321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.766725] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.776440] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-10T20:38:12.776516] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=50.0096%)
[2025-12-10T20:38:12.776714] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-10T20:38:12.776763] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-10T20:38:12.778669] [INFO ] [main      ] Progress: 138/430 forecasts completed (32.1%). FELE finished in 0.7s. ETA: 51.8s. Rate: 338.48 forecasts/min
[2025-12-10T20:38:12.784198] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:12.788747] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.789670] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-10T20:38:12.789729] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-10T20:38:12.789764] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-10T20:38:12.790606] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:12.790677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:12.793521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:12.794769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:12.797639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.858893] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-10T20:38:12.858960] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=49.3652%)
[2025-12-10T20:38:12.859311] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-10T20:38:12.859353] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-10T20:38:12.860074] [INFO ] [main      ] Progress: 139/430 forecasts completed (32.3%). YUMC finished in 0.7s. ETA: 51.4s. Rate: 339.80 forecasts/min
[2025-12-10T20:38:12.871915] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.873114] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-10T20:38:12.873166] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-10T20:38:12.873195] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-10T20:38:12.874013] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:12.874072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:12.874972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:12.876707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:12.878850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:12.894299] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-10T20:38:12.894365] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=8.46% (Conf=46.1566%)
[2025-12-10T20:38:12.894766] [INFO ] [main      ] Progress: 140/430 forecasts completed (32.6%). REVG finished in 0.7s. ETA: 50.9s. Rate: 341.76 forecasts/min
[2025-12-10T20:38:12.894895] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-10T20:38:12.894937] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-10T20:38:12.905885] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:12.906648] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-10T20:38:12.906702] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-10T20:38:12.906732] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-10T20:38:12.907675] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:12.907758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:12.913266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:12.915033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:12.915505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:12.916363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:12.917234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:12.920608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:12.922388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:12.923266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:13.042262] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.169803] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.215801] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:13.229841] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.278297] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.316378] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-10T20:38:13.316457] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=38.0518%)
[2025-12-10T20:38:13.316948] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-10T20:38:13.317003] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-10T20:38:13.316961] [INFO ] [main      ] Progress: 141/430 forecasts completed (32.8%). TEX finished in 0.6s. ETA: 51.2s. Rate: 338.39 forecasts/min
[2025-12-10T20:38:13.327613] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:13.328546] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-10T20:38:13.328622] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-10T20:38:13.328655] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-10T20:38:13.329630] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-10T20:38:13.352068] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:13.404958] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:13.454510] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:13.504405] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-10T20:38:13.504476] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=54.6362%)
[2025-12-10T20:38:13.504648] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-10T20:38:13.504692] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-10T20:38:13.505902] [INFO ] [main      ] Progress: 142/430 forecasts completed (33.0%). IESC finished in 0.7s. ETA: 51.1s. Rate: 338.24 forecasts/min
[2025-12-10T20:38:13.515829] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:13.516917] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-10T20:38:13.517377] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-10T20:38:13.517413] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-10T20:38:13.518241] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:13.518301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:13.526169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:13.526983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:13.543261] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-10T20:38:13.543328] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-3.62% (Conf=46.9018%)
[2025-12-10T20:38:13.543721] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-10T20:38:13.543771] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-10T20:38:13.543778] [INFO ] [main      ] Progress: 143/430 forecasts completed (33.3%). IRTC finished in 0.7s. ETA: 50.6s. Rate: 340.11 forecasts/min
[2025-12-10T20:38:13.556432] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:13.557590] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-10T20:38:13.557646] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-10T20:38:13.557677] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-10T20:38:13.558566] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:13.558643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:13.563350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:13.565125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:13.565807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:13.567432] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-10T20:38:13.567523] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=49.6462%)
[2025-12-10T20:38:13.567767] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-10T20:38:13.567827] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-10T20:38:13.568910] [INFO ] [main      ] Progress: 144/430 forecasts completed (33.5%). CHCI finished in 0.7s. ETA: 50.2s. Rate: 342.14 forecasts/min
[2025-12-10T20:38:13.583939] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:13.584963] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-10T20:38:13.585044] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-10T20:38:13.585089] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-10T20:38:13.586337] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:13.586419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:13.594009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:13.596594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:13.597260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:13.616232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:13.673731] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.701852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:13.703514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:13.705812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:13.707420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:13.708332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:13.846701] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:13.891896] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-10
[2025-12-10T20:38:13.983319] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-10T20:38:13.983382] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=50.4091%)
[2025-12-10T20:38:13.983734] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-10T20:38:13.983783] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-10T20:38:13.984680] [INFO ] [main      ] Progress: 145/430 forecasts completed (33.7%). AAPL finished in 0.7s. ETA: 50.5s. Rate: 338.94 forecasts/min
[2025-12-10T20:38:13.994485] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:13.997037] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-10T20:38:13.997104] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-10T20:38:13.997146] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-10T20:38:13.998002] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:13.998064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:13.999854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:14.000537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:14.001464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:14.002505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:14.003806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.073054] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:14.098258] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.149786] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.168098] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-10T20:38:14.168180] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=60.697%)
[2025-12-10T20:38:14.168699] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-10T20:38:14.168757] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-10T20:38:14.169666] [INFO ] [main      ] Progress: 146/430 forecasts completed (34.0%). TNL finished in 0.7s. ETA: 50.3s. Rate: 338.84 forecasts/min
[2025-12-10T20:38:14.181970] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:14.183386] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-10T20:38:14.183448] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-10T20:38:14.183480] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-10T20:38:14.184399] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:14.184461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:14.186268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:14.186854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:14.187263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:14.241061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.267768] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:14.354071] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.360284] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:14.366605] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-10T20:38:14.366671] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=50.9731%)
[2025-12-10T20:38:14.367017] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-10T20:38:14.367066] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-10T20:38:14.367655] [INFO ] [main      ] Progress: 147/430 forecasts completed (34.2%). RHI finished in 0.8s. ETA: 50.2s. Rate: 338.56 forecasts/min
[2025-12-10T20:38:14.380939] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:14.382131] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-10T20:38:14.382504] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-10T20:38:14.382539] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-10T20:38:14.383548] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:14.383664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:14.388818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:14.390920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:14.391665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:14.392434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:14.394759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:14.395758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.463815] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-10T20:38:14.463883] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=57.6295%)
[2025-12-10T20:38:14.464045] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-10T20:38:14.464091] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-10T20:38:14.464968] [INFO ] [main      ] Progress: 148/430 forecasts completed (34.4%). PFG finished in 0.9s. ETA: 49.8s. Rate: 339.60 forecasts/min
[2025-12-10T20:38:14.476706] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:14.477521] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-10T20:38:14.477593] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-10T20:38:14.477628] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-10T20:38:14.478594] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:14.478665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:14.483446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:14.484616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.526790] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:14.585091] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-10T20:38:14.585156] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=5.28% (Conf=53.1095%)
[2025-12-10T20:38:14.585516] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-10T20:38:14.585566] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-10T20:38:14.585665] [INFO ] [main      ] Progress: 149/430 forecasts completed (34.7%). AMBP finished in 0.6s. ETA: 49.5s. Rate: 340.32 forecasts/min
[2025-12-10T20:38:14.596925] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:14.597815] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-10T20:38:14.597873] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-10T20:38:14.597905] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-10T20:38:14.598739] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:14.598807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:14.600524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:14.601080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:14.601479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:14.621911] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.713355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:14.745958] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.753826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:14.755017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:14.755678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.807277] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:14.835759] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-10
[2025-12-10T20:38:14.869608] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-10T20:38:14.869681] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=63.1627%)
[2025-12-10T20:38:14.870118] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-10T20:38:14.870171] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-10T20:38:14.870659] [INFO ] [main      ] Progress: 150/430 forecasts completed (34.9%). TRIN finished in 0.7s. ETA: 49.6s. Rate: 338.93 forecasts/min
[2025-12-10T20:38:14.881527] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:14.882736] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-10T20:38:14.882791] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-10T20:38:14.882821] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-10T20:38:14.883694] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:14.883755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:14.889436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:14.892556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:14.893983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:14.895087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:14.926538] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.007414] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-10T20:38:15.007487] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-4.61% (Conf=58.0919%)
[2025-12-10T20:38:15.007665] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-10T20:38:15.007709] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-10T20:38:15.008897] [INFO ] [main      ] Progress: 151/430 forecasts completed (35.1%). CMP finished in 0.6s. ETA: 49.3s. Rate: 339.42 forecasts/min
[2025-12-10T20:38:15.013463] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.019229] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.020218] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-10T20:38:15.020267] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-10T20:38:15.020297] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-10T20:38:15.021082] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:15.021138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:15.021855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.074663] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-10T20:38:15.074729] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=-2.96% (Conf=54.1431%)
[2025-12-10T20:38:15.074887] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-10T20:38:15.074929] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-10T20:38:15.076057] [INFO ] [main      ] Progress: 152/430 forecasts completed (35.3%). HAIN finished in 0.6s. ETA: 48.9s. Rate: 340.81 forecasts/min
[2025-12-10T20:38:15.087245] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.088220] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-10T20:38:15.088272] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-10T20:38:15.088302] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-10T20:38:15.089124] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:15.089185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:15.090917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:15.091443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:15.091843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:15.093457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.105706] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.260355] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.278059] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.348127] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-10T20:38:15.348191] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=67.6387%)
[2025-12-10T20:38:15.348534] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-10T20:38:15.348605] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-10T20:38:15.348658] [INFO ] [main      ] Progress: 153/430 forecasts completed (35.6%). ALZN finished in 0.8s. ETA: 48.9s. Rate: 339.59 forecasts/min
[2025-12-10T20:38:15.356844] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.359890] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.360955] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-10T20:38:15.361011] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-10T20:38:15.361045] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-10T20:38:15.361862] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:15.361925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:15.366894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:15.367684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:15.369490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:15.370003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:15.371125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:15.373142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:15.376458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.445495] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.448436] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.531621] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.572589] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-10T20:38:15.572658] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=53.7544%)
[2025-12-10T20:38:15.573133] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-10T20:38:15.573187] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-10T20:38:15.573667] [INFO ] [main      ] Progress: 154/430 forecasts completed (35.8%). PNFP finished in 0.7s. ETA: 48.9s. Rate: 338.99 forecasts/min
[2025-12-10T20:38:15.584909] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.585907] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-10T20:38:15.585959] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-10T20:38:15.585993] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-10T20:38:15.586856] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:15.586920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:15.592046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:15.592898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:15.593644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:15.594989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:15.596147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.600916] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-10T20:38:15.600982] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=55.5928%)
[2025-12-10T20:38:15.601134] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-10T20:38:15.601175] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-10T20:38:15.602665] [INFO ] [main      ] Progress: 155/430 forecasts completed (36.0%). AIPI finished in 0.6s. ETA: 48.4s. Rate: 340.83 forecasts/min
[2025-12-10T20:38:15.612507] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.613463] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-10T20:38:15.613517] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-10T20:38:15.613548] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-10T20:38:15.614478] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:15.614536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:15.619208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:15.620952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:15.621418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:15.621821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.622689] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.706539] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-10T20:38:15.706628] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-32.85% (Conf=40.8632%)
[2025-12-10T20:38:15.706814] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-10T20:38:15.706859] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-10T20:38:15.708211] [INFO ] [main      ] Progress: 156/430 forecasts completed (36.3%). SNTI finished in 0.6s. ETA: 48.1s. Rate: 341.71 forecasts/min
[2025-12-10T20:38:15.719077] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:15.720027] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-10T20:38:15.720078] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-10T20:38:15.720108] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-10T20:38:15.721043] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:15.721103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:15.726218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:15.727050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:15.728293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:15.728987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:15.732994] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.907394] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:15.955932] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.976754] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-10
[2025-12-10T20:38:15.986493] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-10T20:38:15.986560] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=54.9689%)
[2025-12-10T20:38:15.986926] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-10T20:38:15.986975] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-10T20:38:15.987657] [INFO ] [main      ] Progress: 157/430 forecasts completed (36.5%). VSTS finished in 0.6s. ETA: 48.1s. Rate: 340.43 forecasts/min
[2025-12-10T20:38:15.998913] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.000002] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-10T20:38:16.000060] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-10T20:38:16.000093] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-10T20:38:16.000916] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:16.000974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:16.009091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:16.010439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.084509] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-10
[2025-12-10T20:38:16.138036] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.148734] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.209194] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-10T20:38:16.209260] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=45.6358%)
[2025-12-10T20:38:16.209627] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-10T20:38:16.209677] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-10T20:38:16.210655] [INFO ] [main      ] Progress: 158/430 forecasts completed (36.7%). IMMX finished in 0.6s. ETA: 48.0s. Rate: 339.85 forecasts/min
[2025-12-10T20:38:16.220726] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.221877] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-10T20:38:16.221929] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-10T20:38:16.221959] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-10T20:38:16.222755] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:16.222814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:16.223010] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-10T20:38:16.223074] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=57.4254%)
[2025-12-10T20:38:16.223484] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-10T20:38:16.223535] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-10T20:38:16.223661] [INFO ] [main      ] Progress: 159/430 forecasts completed (37.0%). COLL finished in 0.6s. ETA: 47.6s. Rate: 341.85 forecasts/min
[2025-12-10T20:38:16.228361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:16.229169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:16.233078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:16.234430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:16.235546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.235648] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.236532] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-10T20:38:16.236603] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-10T20:38:16.236639] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-10T20:38:16.237467] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:16.237538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:16.239292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:16.239840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:16.260123] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.339839] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-10T20:38:16.339907] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=12.40% (Conf=47.277%)
[2025-12-10T20:38:16.340069] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-10T20:38:16.340113] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-10T20:38:16.340998] [INFO ] [main      ] Progress: 160/430 forecasts completed (37.2%). PD finished in 0.6s. ETA: 47.3s. Rate: 342.56 forecasts/min
[2025-12-10T20:38:16.351053] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.351987] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-10T20:38:16.352046] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-10T20:38:16.352077] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-10T20:38:16.353017] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:16.352987] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-10
[2025-12-10T20:38:16.353080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:16.355607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:16.358607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:16.360159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:16.362416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.400165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:16.402070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:16.402562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:16.403670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:16.405368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:16.406427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:16.407161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:16.410002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.525416] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.587367] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-10T20:38:16.587436] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=46.1699%)
[2025-12-10T20:38:16.587813] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-10T20:38:16.587864] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-10T20:38:16.588689] [INFO ] [main      ] Progress: 161/430 forecasts completed (37.4%). PDI finished in 0.6s. ETA: 47.2s. Rate: 341.68 forecasts/min
[2025-12-10T20:38:16.598604] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.600328] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-10T20:38:16.600380] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-10T20:38:16.600411] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-10T20:38:16.601193] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:16.601253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:16.606197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:16.607045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:16.638831] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-10
[2025-12-10T20:38:16.646140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:16.648338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:16.649075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:16.667566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.721782] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-10
[2025-12-10T20:38:16.792064] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-10
[2025-12-10T20:38:16.807544] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.887635] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-10T20:38:16.887705] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=51.2772%)
[2025-12-10T20:38:16.887897] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-10T20:38:16.887940] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-10T20:38:16.890671] [INFO ] [main      ] Progress: 162/430 forecasts completed (37.7%). PNQI finished in 0.7s. ETA: 47.3s. Rate: 340.17 forecasts/min
[2025-12-10T20:38:16.891087] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.899788] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.900810] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-10T20:38:16.900863] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-10T20:38:16.900894] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-10T20:38:16.901694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:16.901755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:16.903499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:16.904068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:16.904469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:16.905456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:16.959989] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-10T20:38:16.960066] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=61.8303%)
[2025-12-10T20:38:16.960659] [INFO ] [main      ] Progress: 163/430 forecasts completed (37.9%). BCAL finished in 0.7s. ETA: 46.9s. Rate: 341.43 forecasts/min
[2025-12-10T20:38:16.960432] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-10T20:38:16.962071] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-10T20:38:16.975775] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:16.976791] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-10T20:38:16.976844] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-10T20:38:16.976876] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-10T20:38:16.977688] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:16.977784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:16.982730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:16.983612] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:16.984535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:16.985057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:16.985501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:16.985542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:16.985934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:16.987012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:16.987239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.010126] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-10
[2025-12-10T20:38:17.109933] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-10T20:38:17.110002] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=56.2098%)
[2025-12-10T20:38:17.110183] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-10T20:38:17.110228] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-10T20:38:17.110994] [INFO ] [main      ] Progress: 164/430 forecasts completed (38.1%). SF finished in 0.8s. ETA: 46.7s. Rate: 341.73 forecasts/min
[2025-12-10T20:38:17.122054] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:17.122955] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-10T20:38:17.123013] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-10T20:38:17.123049] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-10T20:38:17.123881] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-10T20:38:17.123968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:17.129128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:17.131009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:17.131631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:17.132053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:17.178535] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:17.210342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:17.211171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:17.214039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:17.214722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:17.215235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:17.216345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:17.218167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:17.219268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:17.219964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.299940] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-10T20:38:17.300010] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=78.6552%)
[2025-12-10T20:38:17.300354] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-10T20:38:17.300405] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-10T20:38:17.300659] [INFO ] [main      ] Progress: 165/430 forecasts completed (38.4%). CTAS finished in 0.7s. ETA: 46.6s. Rate: 341.56 forecasts/min
[2025-12-10T20:38:17.311865] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:17.313060] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-10T20:38:17.313112] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-10T20:38:17.313144] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-10T20:38:17.314151] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:17.314215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:17.319597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:17.321629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:17.322145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:17.322547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:17.323449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:17.325896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:17.340063] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-10
[2025-12-10T20:38:17.417746] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-10
[2025-12-10T20:38:17.435932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:17.436887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.513413] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:17.557296] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-10
[2025-12-10T20:38:17.599439] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:17.674326] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-10T20:38:17.674391] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=3.46% (Conf=52.783%)
[2025-12-10T20:38:17.675108] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-10T20:38:17.675157] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-10T20:38:17.675655] [INFO ] [main      ] Progress: 166/430 forecasts completed (38.6%). MANH finished in 0.8s. ETA: 46.7s. Rate: 339.25 forecasts/min
[2025-12-10T20:38:17.682850] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-10T20:38:17.682921] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=49.1755%)
[2025-12-10T20:38:17.683068] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-10T20:38:17.683110] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-10T20:38:17.683611] [INFO ] [main      ] Progress: 167/430 forecasts completed (38.8%). GLPG finished in 0.7s. ETA: 46.2s. Rate: 341.20 forecasts/min
[2025-12-10T20:38:17.687499] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:17.688855] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-10T20:38:17.688906] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-10T20:38:17.688935] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-10T20:38:17.689865] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:17.689925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:17.691745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:17.692239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:17.692654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:17.693537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:17.694353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:17.696115] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:17.696972] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-10T20:38:17.697022] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-10T20:38:17.697053] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-10T20:38:17.697872] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:17.697933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:17.702694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:17.703517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:17.725626] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:17.732332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:17.733388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.745982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:17.747259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:17.749769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.795637] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-10T20:38:17.795702] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=4.25% (Conf=66.0284%)
[2025-12-10T20:38:17.795857] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-10T20:38:17.795900] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-10T20:38:17.797403] [INFO ] [main      ] Progress: 168/430 forecasts completed (39.1%). VMD finished in 0.7s. ETA: 46.0s. Rate: 341.91 forecasts/min
[2025-12-10T20:38:17.805673] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-10
[2025-12-10T20:38:17.807469] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:17.808558] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-10T20:38:17.808630] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-10T20:38:17.808661] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-10T20:38:17.809635] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:17.809693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:17.815081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:17.817162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:17.817848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:17.981654] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.049449] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-10T20:38:18.049513] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=5.09% (Conf=65.1725%)
[2025-12-10T20:38:18.049862] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-10T20:38:18.049912] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-10T20:38:18.050661] [INFO ] [main      ] Progress: 169/430 forecasts completed (39.3%). AFCG finished in 0.7s. ETA: 45.9s. Rate: 341.02 forecasts/min
[2025-12-10T20:38:18.061632] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:18.062771] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-10T20:38:18.062822] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-10T20:38:18.062852] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-10T20:38:18.063841] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:18.063900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:18.068836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:18.069840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:18.071337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:18.074171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:18.109692] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.111498] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.159108] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.294966] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.303838] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.330325] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.394169] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-10T20:38:18.394234] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=55.911%)
[2025-12-10T20:38:18.394389] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-10T20:38:18.394433] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-10T20:38:18.395089] [INFO ] [main      ] Progress: 170/430 forecasts completed (39.5%). ETO finished in 0.6s. ETA: 46.0s. Rate: 339.11 forecasts/min
[2025-12-10T20:38:18.395883] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-10T20:38:18.395949] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=51.7019%)
[2025-12-10T20:38:18.396313] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-10T20:38:18.396363] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-10T20:38:18.396826] [INFO ] [main      ] Progress: 171/430 forecasts completed (39.8%). JACK finished in 0.7s. ETA: 45.6s. Rate: 341.09 forecasts/min
[2025-12-10T20:38:18.404879] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-10T20:38:18.404953] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=2.74% (Conf=45.089%)
[2025-12-10T20:38:18.405444] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-10T20:38:18.405495] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-10T20:38:18.405631] [INFO ] [main      ] Progress: 172/430 forecasts completed (40.0%). CRVL finished in 0.7s. ETA: 45.1s. Rate: 342.98 forecasts/min
[2025-12-10T20:38:18.405923] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:18.406818] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-10T20:38:18.406871] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-10T20:38:18.406902] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-10T20:38:18.407712] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:18.407793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:18.408216] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:18.409015] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-10T20:38:18.409070] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-10T20:38:18.409102] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-10T20:38:18.409457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:18.409942] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:18.409985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:18.410003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:18.410424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:18.410847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:18.412158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:18.413340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:18.413884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:18.416404] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:18.417248] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-10T20:38:18.417305] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-10T20:38:18.417346] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-10T20:38:18.418192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:18.418252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:18.419948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:18.420478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:18.420887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:18.423311] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.495971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:18.497953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:18.591882] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.705362] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-10T20:38:18.705431] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-19.11% (Conf=54.6766%)
[2025-12-10T20:38:18.705823] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-10T20:38:18.705876] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-10T20:38:18.707634] [INFO ] [main      ] Progress: 173/430 forecasts completed (40.2%). MIGI finished in 0.7s. ETA: 45.1s. Rate: 341.55 forecasts/min
[2025-12-10T20:38:18.716943] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:18.717915] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-10T20:38:18.717973] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-10T20:38:18.718006] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-10T20:38:18.718836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:18.718898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:18.719853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:18.721056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:18.722523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:18.748849] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.776507] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.831392] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-10
[2025-12-10T20:38:18.916661] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.946515] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:18.991385] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-10T20:38:18.991448] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=50.2712%)
[2025-12-10T20:38:18.991621] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-10T20:38:18.991666] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-10T20:38:18.991886] [INFO ] [main      ] Progress: 174/430 forecasts completed (40.5%). SSRM finished in 0.6s. ETA: 45.1s. Rate: 340.34 forecasts/min
[2025-12-10T20:38:19.002292] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:19.002623] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.003458] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-10T20:38:19.003515] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-10T20:38:19.003546] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-10T20:38:19.004329] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:19.004390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.006077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:19.006601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:19.006985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:19.009351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:19.028458] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-10T20:38:19.028526] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=46.2185%)
[2025-12-10T20:38:19.028703] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-10T20:38:19.028748] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-10T20:38:19.030726] [INFO ] [main      ] Progress: 175/430 forecasts completed (40.7%). CIB finished in 0.6s. ETA: 44.8s. Rate: 341.86 forecasts/min
[2025-12-10T20:38:19.040737] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.041616] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-10T20:38:19.041666] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-10T20:38:19.041700] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-10T20:38:19.042506] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:19.042570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:19.047250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.047610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.049475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:19.049991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:19.050774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:19.051590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:19.052832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.122514] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-10T20:38:19.122595] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=50.3961%)
[2025-12-10T20:38:19.122932] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-10T20:38:19.122983] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-10T20:38:19.123628] [INFO ] [main      ] Progress: 176/430 forecasts completed (40.9%). VONE finished in 0.7s. ETA: 44.5s. Rate: 342.78 forecasts/min
[2025-12-10T20:38:19.134492] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.135457] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-10T20:38:19.135509] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-10T20:38:19.135540] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-10T20:38:19.136471] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:19.136537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:19.137440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:19.137859] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:19.140285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:19.179195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:19.181450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.312071] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:19.388545] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-10
[2025-12-10T20:38:19.402258] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-10
[2025-12-10T20:38:19.493867] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-10T20:38:19.493933] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=76.025%)
[2025-12-10T20:38:19.494289] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-10T20:38:19.494340] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-10T20:38:19.494660] [INFO ] [main      ] Progress: 177/430 forecasts completed (41.2%). NDAQ finished in 0.8s. ETA: 44.6s. Rate: 340.62 forecasts/min
[2025-12-10T20:38:19.505684] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.507353] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-10T20:38:19.507406] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-10T20:38:19.507438] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-10T20:38:19.508485] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:19.508548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.510485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:19.511028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:19.511825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:19.514365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:19.523779] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-10
[2025-12-10T20:38:19.557932] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:19.571309] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:19.591210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.630440] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-10T20:38:19.630504] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.4506%)
[2025-12-10T20:38:19.630680] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-10T20:38:19.630724] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-10T20:38:19.631297] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-10T20:38:19.631361] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=50.5708%)
[2025-12-10T20:38:19.631508] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-10T20:38:19.631550] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-10T20:38:19.631978] [INFO ] [main      ] Progress: 178/430 forecasts completed (41.4%). INVH finished in 0.6s. ETA: 44.3s. Rate: 341.04 forecasts/min
[2025-12-10T20:38:19.632071] [INFO ] [main      ] Progress: 179/430 forecasts completed (41.6%). CFFN finished in 0.6s. ETA: 43.9s. Rate: 342.96 forecasts/min
[2025-12-10T20:38:19.641476] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.642452] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-10T20:38:19.642501] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-10T20:38:19.642531] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-10T20:38:19.643318] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:19.643380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:19.643652] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.645438] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-10T20:38:19.645492] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-10T20:38:19.645524] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-10T20:38:19.646343] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-10T20:38:19.646453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:19.648108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.649867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:19.650340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:19.650752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:19.651293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.653198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:19.653707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:19.654153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:19.654546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:19.655309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:19.656120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:19.658557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:19.698965] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:19.703637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:19.704536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:19.771498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:19.773545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:19.782732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.813489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:19.814692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:19.836425] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-10T20:38:19.836500] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=56.9366%)
[2025-12-10T20:38:19.836862] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-10T20:38:19.836913] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-10T20:38:19.837666] [INFO ] [main      ] Progress: 180/430 forecasts completed (41.9%). SOXX finished in 0.7s. ETA: 43.8s. Rate: 342.63 forecasts/min
[2025-12-10T20:38:19.848352] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:19.849647] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-10T20:38:19.849699] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-10T20:38:19.849729] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-10T20:38:19.850529] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:19.850611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:19.852284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:19.852815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:19.853200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:19.856276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:19.857481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:19.858777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:19.859297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:19.877322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:19.935941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:19.936875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:19.938072] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-10
[2025-12-10T20:38:19.938746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:19.941436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:19.942899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:19.944851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:19.945591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:19.949805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:19.950945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:19.952217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:19.953732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:19.956508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:19.957181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:19.957932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:19.959934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:19.961007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:19.961719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:19.962410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-10T20:38:19.963121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:19.965867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:19.967647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:19.970094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:19.972434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:19.976692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:19.994204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:19.995533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:19.997278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:19.998044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:19.999926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:20.001598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:20.002524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:20.003777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:20.004961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:20.007061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:20.008719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:20.011687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:20.013488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:20.019557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.108800] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:20.127410] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.223138] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.232152] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-10T20:38:20.232220] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=59.9376%)
[2025-12-10T20:38:20.232605] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-10T20:38:20.232656] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-10T20:38:20.232662] [INFO ] [main      ] Progress: 181/430 forecasts completed (42.1%). PSX finished in 0.7s. ETA: 43.9s. Rate: 340.27 forecasts/min
[2025-12-10T20:38:20.244128] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:20.245159] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-10T20:38:20.245212] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-10T20:38:20.245244] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-10T20:38:20.246043] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:20.246102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:20.247834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:20.248363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:20.248832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:20.254744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.295507] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:20.364443] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-10T20:38:20.364517] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=48.3251%)
[2025-12-10T20:38:20.364689] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-10T20:38:20.364732] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-10T20:38:20.366043] [INFO ] [main      ] Progress: 182/430 forecasts completed (42.3%). TSLX finished in 0.7s. ETA: 43.7s. Rate: 340.72 forecasts/min
[2025-12-10T20:38:20.366776] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.376240] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:20.377273] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-10T20:38:20.377323] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-10T20:38:20.377353] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-10T20:38:20.378193] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:20.378255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:20.382997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:20.384312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:20.387021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:20.396267] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:20.400959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:20.402353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.504280] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-10T20:38:20.504345] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=59.1634%)
[2025-12-10T20:38:20.504708] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-10T20:38:20.504758] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-10T20:38:20.505660] [INFO ] [main      ] Progress: 183/430 forecasts completed (42.6%). POWI finished in 0.7s. ETA: 43.4s. Rate: 341.11 forecasts/min
[2025-12-10T20:38:20.516088] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:20.517032] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-10T20:38:20.517082] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-10T20:38:20.517112] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-10T20:38:20.517952] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:20.518012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:20.519710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:20.520229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:20.521483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.540774] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:20.596820] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.741090] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.764912] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:20.807157] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-10T20:38:20.807228] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-10T20:38:20.807628] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-10T20:38:20.807696] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-10T20:38:20.808651] [INFO ] [main      ] Progress: 184/430 forecasts completed (42.8%). BSCQ finished in 1.2s. ETA: 43.4s. Rate: 339.77 forecasts/min
[2025-12-10T20:38:20.822158] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:20.823129] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-10T20:38:20.823178] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-10T20:38:20.823209] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-10T20:38:20.824001] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:20.824062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:20.828999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:20.830021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:20.832069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:20.836230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.841162] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-10T20:38:20.841229] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=49.2488%)
[2025-12-10T20:38:20.841672] [INFO ] [main      ] Fetching symbol history for POAI...
[2025-12-10T20:38:20.841725] [DEBUG] [REMOTE    ] POAI: Fetching historical data.
[2025-12-10T20:38:20.842625] [INFO ] [main      ] Progress: 185/430 forecasts completed (43.0%). QQQJ finished in 0.6s. ETA: 43.1s. Rate: 341.26 forecasts/min
[2025-12-10T20:38:20.853618] [DEBUG] [REMOTE    ] POAI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:20.854715] [DEBUG] [LOCAL     ] Loaded configuration for POAI: 2 features, N/A% accuracy
[2025-12-10T20:38:20.854767] [INFO ] [LOCAL     ] POAI: Loaded 2 optimal features with 59.53% confidence from JSON config
[2025-12-10T20:38:20.854799] [DEBUG] [MAG       ] Building data for symbol: POAI with lookback: 0
[2025-12-10T20:38:20.855600] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:20.855659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:20.861116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:20.863343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:20.870997] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-10
[2025-12-10T20:38:20.910604] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:21.025324] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-10T20:38:21.025394] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-5.97% (Conf=57.0941%)
[2025-12-10T20:38:21.025548] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-10T20:38:21.025609] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-10T20:38:21.026255] [INFO ] [main      ] Progress: 186/430 forecasts completed (43.3%). TERN finished in 0.7s. ETA: 42.9s. Rate: 341.18 forecasts/min
[2025-12-10T20:38:21.036688] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:21.037461] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-10T20:38:21.037511] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-10T20:38:21.037540] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-10T20:38:21.038344] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-10T20:38:21.038438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:21.043224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:21.044763] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:21.044974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:21.045446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:21.045897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:21.046284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:21.047042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:21.047864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:21.050185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:21.110270] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-10T20:38:21.110339] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=56.3299%)
[2025-12-10T20:38:21.110699] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-10T20:38:21.110748] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-10T20:38:21.111661] [INFO ] [main      ] Progress: 187/430 forecasts completed (43.5%). FDUS finished in 0.6s. ETA: 42.6s. Rate: 342.12 forecasts/min
[2025-12-10T20:38:21.121895] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:21.123016] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-10T20:38:21.123069] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-10T20:38:21.123100] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-10T20:38:21.123916] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:21.123976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:21.125663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:21.126169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:21.126624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:21.127019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:21.127817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:21.160219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:21.162155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:21.178022] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.201228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:21.202605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:21.204536] [DEBUG] [MAG       ] POAI: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.246926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:21.247882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:21.249104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:21.324823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:21.325569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:21.327780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:21.330626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:21.331902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:21.333847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:21.334589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:21.338825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:21.339968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:21.341243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:21.342751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:21.345532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:21.346185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:21.347070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:21.349059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:21.350128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:21.350844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:21.351652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-10T20:38:21.352327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:21.354012] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:21.354994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:21.356750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:21.359298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:21.361448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:21.365190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:21.375567] [DEBUG] [MAG       ] POAI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:21.383260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:21.384415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:21.386065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:21.386929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:21.388543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:21.390143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:21.391069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:21.392264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:21.393485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:21.395647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:21.397332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:21.417435] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-10T20:38:21.417505] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=7.37% (Conf=63.4976%)
[2025-12-10T20:38:21.417907] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-10T20:38:21.417958] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-10T20:38:21.418660] [INFO ] [main      ] Progress: 188/430 forecasts completed (43.7%). CMTL finished in 0.6s. ETA: 42.6s. Rate: 340.76 forecasts/min
[2025-12-10T20:38:21.430216] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:21.431184] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-10T20:38:21.431233] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-10T20:38:21.431263] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-10T20:38:21.432056] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:21.432131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:21.433976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:21.434472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:21.434882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:21.435634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:21.474968] [INFO ] [LOCAL     ] POAI: Saved forecast.
[2025-12-10T20:38:21.475032] [INFO ] [main      ] POAI: Signal=1 (Conf=90.0%), Magnitude=3.86% (Conf=59.5301%)
[2025-12-10T20:38:21.475431] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-10T20:38:21.475481] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-10T20:38:21.475629] [INFO ] [main      ] Progress: 189/430 forecasts completed (44.0%). POAI finished in 0.6s. ETA: 42.3s. Rate: 341.99 forecasts/min
[2025-12-10T20:38:21.485062] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.486258] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:21.487516] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-10T20:38:21.487567] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-10T20:38:21.487617] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-10T20:38:21.488397] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-10T20:38:21.488729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:21.660352] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:21.739967] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.748106] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-10T20:38:21.748178] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=64.9339%)
[2025-12-10T20:38:21.748539] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-10T20:38:21.748617] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-10T20:38:21.748655] [INFO ] [main      ] Progress: 190/430 forecasts completed (44.2%). CM finished in 0.6s. ETA: 42.2s. Rate: 340.99 forecasts/min
[2025-12-10T20:38:21.760566] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:21.761652] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-10T20:38:21.761705] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-10T20:38:21.761735] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-10T20:38:21.762519] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:21.762600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:21.764948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:21.766093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:21.766746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:21.767889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:21.769595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:21.770074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:21.771486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:21.773109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:21.774114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:21.774962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:21.832031] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.845602] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-10
[2025-12-10T20:38:21.910776] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.002597] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.016934] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.064291] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-10T20:38:22.064550] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-10T20:38:22.065026] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-10T20:38:22.065077] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-10T20:38:22.065474] [INFO ] [main      ] Progress: 191/430 forecasts completed (44.4%). CIF finished in 0.6s. ETA: 42.2s. Rate: 339.57 forecasts/min
[2025-12-10T20:38:22.069542] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-10T20:38:22.069633] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=56.3239%)
[2025-12-10T20:38:22.069797] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-10T20:38:22.069847] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-10T20:38:22.070626] [INFO ] [main      ] Progress: 192/430 forecasts completed (44.7%). KEP finished in 0.7s. ETA: 41.8s. Rate: 341.29 forecasts/min
[2025-12-10T20:38:22.077241] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.078332] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-10T20:38:22.078384] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-10T20:38:22.078414] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-10T20:38:22.079231] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:22.079292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:22.082520] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.083353] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-10T20:38:22.083408] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-10T20:38:22.083438] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-10T20:38:22.084170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:22.084594] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:22.084655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:22.089454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:22.091254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:22.091745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:22.092178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:22.092562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:22.131800] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-10
[2025-12-10T20:38:22.165723] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-10T20:38:22.165796] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-10T20:38:22.165954] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-10T20:38:22.165998] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-10T20:38:22.166878] [INFO ] [main      ] Progress: 193/430 forecasts completed (44.9%). FTSM finished in 1.1s. ETA: 41.6s. Rate: 342.09 forecasts/min
[2025-12-10T20:38:22.178214] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.179337] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-10T20:38:22.179386] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-10T20:38:22.179417] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-10T20:38:22.180208] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:22.180268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:22.185333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:22.187070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:22.187535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:22.188310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:22.200597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:22.201515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:22.206493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:22.310134] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.406767] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-10T20:38:22.406840] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=47.517%)
[2025-12-10T20:38:22.407178] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-10T20:38:22.407227] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-10T20:38:22.407662] [INFO ] [main      ] Progress: 194/430 forecasts completed (45.1%). MCHI finished in 0.7s. ETA: 41.5s. Rate: 341.44 forecasts/min
[2025-12-10T20:38:22.419371] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.420680] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-10T20:38:22.420740] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-10T20:38:22.420769] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-10T20:38:22.421595] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:22.421654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:22.461465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:22.529075] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-10
[2025-12-10T20:38:22.545871] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-10
[2025-12-10T20:38:22.554654] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-10
[2025-12-10T20:38:22.696592] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.719225] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.728809] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:22.754085] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-10T20:38:22.754153] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=56.3261%)
[2025-12-10T20:38:22.754540] [INFO ] [main      ] Progress: 195/430 forecasts completed (45.3%). PLUG finished in 0.6s. ETA: 41.5s. Rate: 339.74 forecasts/min
[2025-12-10T20:38:22.754749] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-10T20:38:22.754795] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-10T20:38:22.765843] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.767007] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-10T20:38:22.767062] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-10T20:38:22.767093] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-10T20:38:22.767992] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-10T20:38:22.808602] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-10T20:38:22.808672] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=44.8836%)
[2025-12-10T20:38:22.809127] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-10T20:38:22.809179] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-10T20:38:22.809661] [INFO ] [main      ] Progress: 196/430 forecasts completed (45.6%). PRGO finished in 0.7s. ETA: 41.2s. Rate: 340.94 forecasts/min
[2025-12-10T20:38:22.815947] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-10
[2025-12-10T20:38:22.819736] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-10T20:38:22.819805] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=52.5462%)
[2025-12-10T20:38:22.820209] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-10T20:38:22.820263] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-10T20:38:22.820626] [INFO ] [main      ] Progress: 197/430 forecasts completed (45.8%). VC finished in 0.8s. ETA: 40.8s. Rate: 342.57 forecasts/min
[2025-12-10T20:38:22.820891] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.822367] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-10T20:38:22.822438] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-10T20:38:22.822470] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-10T20:38:22.823441] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:22.823507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:22.825411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:22.825957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:22.826413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:22.826836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:22.829493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:22.831746] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:22.832980] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-10T20:38:22.833044] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-10T20:38:22.833077] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-10T20:38:22.833896] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:22.833979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:22.839296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:22.870324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:22.872204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:22.873398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:22.880246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:22.881344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:22.882625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:22.884661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:22.885305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.013501] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.085019] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-10T20:38:23.085086] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=60.4656%)
[2025-12-10T20:38:23.085242] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-10T20:38:23.085286] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-10T20:38:23.086631] [INFO ] [main      ] Progress: 198/430 forecasts completed (46.0%). PGJ finished in 0.7s. ETA: 40.7s. Rate: 341.67 forecasts/min
[2025-12-10T20:38:23.097275] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:23.098418] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-10T20:38:23.098473] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-10T20:38:23.101584] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-10T20:38:23.102472] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:23.102538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:23.104324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:23.104871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:23.105269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:23.107211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:23.109321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:23.110990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.116553] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.218744] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.226128] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.288723] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.362954] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-10T20:38:23.363019] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=54.1706%)
[2025-12-10T20:38:23.363179] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-10T20:38:23.363226] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-10T20:38:23.363907] [INFO ] [main      ] Progress: 199/430 forecasts completed (46.3%). GPIQ finished in 0.6s. ETA: 40.7s. Rate: 340.68 forecasts/min
[2025-12-10T20:38:23.375692] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:23.376596] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-10T20:38:23.376647] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-10T20:38:23.376676] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-10T20:38:23.377660] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:23.377742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:23.379414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:23.379941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:23.380330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:23.383719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:23.385822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.391686] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.398429] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.453716] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.474952] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-10T20:38:23.475018] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=57.1138%)
[2025-12-10T20:38:23.475366] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-10T20:38:23.475418] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-10T20:38:23.475656] [INFO ] [main      ] Progress: 200/430 forecasts completed (46.5%). NOMD finished in 0.7s. ETA: 40.4s. Rate: 341.30 forecasts/min
[2025-12-10T20:38:23.486712] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:23.487680] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-10T20:38:23.487754] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-10T20:38:23.487788] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-10T20:38:23.488609] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:23.488672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:23.493881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:23.494881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:23.496850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:23.497517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:23.498964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.546720] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-10T20:38:23.546782] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-2.53% (Conf=52.0521%)
[2025-12-10T20:38:23.547145] [INFO ] [main      ] Progress: 201/430 forecasts completed (46.7%). NRC finished in 0.7s. ETA: 40.1s. Rate: 342.31 forecasts/min
[2025-12-10T20:38:23.547327] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-10T20:38:23.547373] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-10T20:38:23.559668] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:23.560727] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-10T20:38:23.560785] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-10T20:38:23.560816] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-10T20:38:23.561638] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:23.561699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:23.566990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:23.568033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:23.568885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:23.571437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:23.572454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:23.573703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:23.574420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:23.576402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.626396] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.712649] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-10T20:38:23.712714] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=53.5896%)
[2025-12-10T20:38:23.713072] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-10T20:38:23.713122] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-10T20:38:23.714666] [INFO ] [main      ] Progress: 202/430 forecasts completed (47.0%). TWFG finished in 0.6s. ETA: 40.0s. Rate: 342.39 forecasts/min
[2025-12-10T20:38:23.724106] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:23.724953] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-10T20:38:23.725001] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-10T20:38:23.725031] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-10T20:38:23.726021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:23.726080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:23.727774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:23.728281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:23.728725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:23.741563] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.745873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:23.746629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:23.853965] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-10
[2025-12-10T20:38:23.916558] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:23.934022] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.009684] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-10T20:38:24.009762] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=55.4778%)
[2025-12-10T20:38:24.010195] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-10T20:38:24.010249] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-10T20:38:24.010628] [INFO ] [main      ] Progress: 203/430 forecasts completed (47.2%). KFY finished in 0.6s. ETA: 39.9s. Rate: 341.23 forecasts/min
[2025-12-10T20:38:24.021783] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.023391] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-10T20:38:24.023449] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-10T20:38:24.023480] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-10T20:38:24.024291] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:24.024352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:24.029452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:24.029920] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.030746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:24.032247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:24.034699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.090973] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.104779] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.182464] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-10T20:38:24.182528] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=50.1135%)
[2025-12-10T20:38:24.182898] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-10T20:38:24.182947] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-10T20:38:24.182919] [INFO ] [main      ] Progress: 204/430 forecasts completed (47.4%). MCK finished in 0.7s. ETA: 39.7s. Rate: 341.27 forecasts/min
[2025-12-10T20:38:24.189944] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-10T20:38:24.190010] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-8.49% (Conf=52.5799%)
[2025-12-10T20:38:24.190171] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-10T20:38:24.190215] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-10T20:38:24.191060] [INFO ] [main      ] Progress: 205/430 forecasts completed (47.7%). FSLY finished in 0.6s. ETA: 39.4s. Rate: 342.86 forecasts/min
[2025-12-10T20:38:24.195716] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.196533] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-10T20:38:24.196601] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-10T20:38:24.196633] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-10T20:38:24.197404] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:24.197463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:24.202516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:24.203366] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.203469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:24.204358] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-10T20:38:24.204412] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-10T20:38:24.204444] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-10T20:38:24.205106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.205288] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:24.205353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:24.210330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:24.212298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:24.213104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:24.214988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.267089] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.392441] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.396761] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-10T20:38:24.396827] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=61.2614%)
[2025-12-10T20:38:24.397173] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-10T20:38:24.397223] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-10T20:38:24.397660] [INFO ] [main      ] Progress: 206/430 forecasts completed (47.9%). ODFL finished in 0.7s. ETA: 39.2s. Rate: 342.56 forecasts/min
[2025-12-10T20:38:24.408993] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.409759] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-10T20:38:24.409809] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-10T20:38:24.409839] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-10T20:38:24.410615] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:24.410673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:24.413307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:24.415754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.552801] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.572656] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.573552] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.642595] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-10T20:38:24.642682] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=65.0245%)
[2025-12-10T20:38:24.642847] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-10T20:38:24.642891] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-10T20:38:24.644662] [INFO ] [main      ] Progress: 207/430 forecasts completed (48.1%). CTBB finished in 0.6s. ETA: 39.1s. Rate: 341.88 forecasts/min
[2025-12-10T20:38:24.655320] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.656320] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-10T20:38:24.656384] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-10T20:38:24.656566] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-10T20:38:24.657511] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:24.657595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:24.661019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:24.662743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:24.665224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:24.666422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.724040] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.752851] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.761342] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-10
[2025-12-10T20:38:24.782501] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-10T20:38:24.782569] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=48.1351%)
[2025-12-10T20:38:24.782934] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-10T20:38:24.782931] [INFO ] [main      ] Progress: 208/430 forecasts completed (48.4%). BDTX finished in 0.6s. ETA: 38.9s. Rate: 342.23 forecasts/min
[2025-12-10T20:38:24.782982] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-10T20:38:24.794247] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.795137] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-10T20:38:24.795188] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-10T20:38:24.795223] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-10T20:38:24.796013] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:24.796071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:24.801160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:24.802914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:24.803384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:24.823808] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-10T20:38:24.823875] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=50.639%)
[2025-12-10T20:38:24.824237] [INFO ] [main      ] Progress: 209/430 forecasts completed (48.6%). BHFAO finished in 0.6s. ETA: 38.6s. Rate: 343.49 forecasts/min
[2025-12-10T20:38:24.824359] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-10T20:38:24.824399] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-10T20:38:24.835888] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:24.837151] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-10T20:38:24.837204] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-10T20:38:24.837237] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-10T20:38:24.838046] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:24.838104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:24.843181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:24.935097] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:24.961127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:24.967967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.036186] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.061424] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-10T20:38:25.061487] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=46.4542%)
[2025-12-10T20:38:25.061938] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-10T20:38:25.061990] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-10T20:38:25.062658] [INFO ] [main      ] Progress: 210/430 forecasts completed (48.8%). HEI finished in 0.7s. ETA: 38.5s. Rate: 342.89 forecasts/min
[2025-12-10T20:38:25.073047] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:25.073980] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-10T20:38:25.074032] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-10T20:38:25.074064] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-10T20:38:25.074871] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:25.074933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:25.076706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:25.077227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:25.080361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:25.082476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:25.100871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.159552] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.220525] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:25.284815] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-10T20:38:25.284879] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=60.7163%)
[2025-12-10T20:38:25.285037] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-10T20:38:25.285079] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-10T20:38:25.286651] [INFO ] [main      ] Progress: 211/430 forecasts completed (49.1%). RMM finished in 0.6s. ETA: 38.4s. Rate: 342.44 forecasts/min
[2025-12-10T20:38:25.297123] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:25.297964] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-10T20:38:25.298015] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-10T20:38:25.298046] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-10T20:38:25.298846] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:25.298905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:25.300492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:25.301177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:25.302275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:25.305000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.316378] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.334692] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:25.428105] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-10T20:38:25.428168] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=7.03% (Conf=52.8901%)
[2025-12-10T20:38:25.428500] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-10T20:38:25.428547] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-10T20:38:25.428623] [INFO ] [main      ] Progress: 212/430 forecasts completed (49.3%). DIOD finished in 0.6s. ETA: 38.2s. Rate: 342.74 forecasts/min
[2025-12-10T20:38:25.439127] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:25.440236] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-10T20:38:25.440286] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-10T20:38:25.440317] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-10T20:38:25.441103] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:25.441162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:25.444677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:25.447255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:25.448499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:25.448785] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.449901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:25.452691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.494739] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:25.554704] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-10T20:38:25.554769] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=63.3303%)
[2025-12-10T20:38:25.555131] [INFO ] [main      ] Progress: 213/430 forecasts completed (49.5%). SVC finished in 0.7s. ETA: 37.9s. Rate: 343.19 forecasts/min
[2025-12-10T20:38:25.555256] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-10T20:38:25.555300] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-10T20:38:25.567357] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:25.568671] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-10T20:38:25.568724] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-10T20:38:25.568757] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-10T20:38:25.569539] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:25.569629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:25.574840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:25.576635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:25.577115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:25.577592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:25.578381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:25.580653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:25.581807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:25.582521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:25.583229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.618970] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:25.664405] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.678325] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-10T20:38:25.678392] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=50.6972%)
[2025-12-10T20:38:25.678747] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-10T20:38:25.678799] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-10T20:38:25.680682] [INFO ] [main      ] Progress: 214/430 forecasts completed (49.8%). BLE finished in 0.6s. ETA: 37.7s. Rate: 343.64 forecasts/min
[2025-12-10T20:38:25.690525] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:25.691487] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-10T20:38:25.691540] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-10T20:38:25.691590] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-10T20:38:25.692368] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:25.692428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:25.694227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:25.695415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:25.746239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:25.799868] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.858938] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:25.934051] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-10
[2025-12-10T20:38:25.972320] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.062615] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-10T20:38:26.062682] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=6.57% (Conf=52.596%)
[2025-12-10T20:38:26.062848] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-10T20:38:26.062891] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-10T20:38:26.064662] [INFO ] [main      ] Progress: 215/430 forecasts completed (50.0%). MHK finished in 0.8s. ETA: 37.7s. Rate: 341.74 forecasts/min
[2025-12-10T20:38:26.074701] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.075637] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-10T20:38:26.075693] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-10T20:38:26.075725] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-10T20:38:26.076514] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:26.076592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:26.077456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:26.088340] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-10T20:38:26.088458] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=36.281%)
[2025-12-10T20:38:26.089023] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-10T20:38:26.089072] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-10T20:38:26.089664] [INFO ] [main      ] Progress: 216/430 forecasts completed (50.2%). AOD finished in 0.7s. ETA: 37.4s. Rate: 343.10 forecasts/min
[2025-12-10T20:38:26.097664] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-10
[2025-12-10T20:38:26.102055] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.103060] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-10T20:38:26.103112] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-10T20:38:26.103142] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-10T20:38:26.103925] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:26.103982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:26.106314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.115420] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.178651] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-10T20:38:26.178723] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=55.6902%)
[2025-12-10T20:38:26.179092] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-10T20:38:26.179143] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-10T20:38:26.180635] [INFO ] [main      ] Progress: 217/430 forecasts completed (50.5%). ACCO finished in 0.6s. ETA: 37.2s. Rate: 343.86 forecasts/min
[2025-12-10T20:38:26.189383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:26.190415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:26.190729] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.192504] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-10T20:38:26.192561] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-10T20:38:26.192606] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-10T20:38:26.193376] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:26.193437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:26.194656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:26.195154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:26.195691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:26.196610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:26.197448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.197792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.270803] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.335687] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-10T20:38:26.335759] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-13.68% (Conf=52.6574%)
[2025-12-10T20:38:26.336190] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-10T20:38:26.336245] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-10T20:38:26.336653] [INFO ] [main      ] Progress: 218/430 forecasts completed (50.7%). TROX finished in 0.7s. ETA: 37.0s. Rate: 344.03 forecasts/min
[2025-12-10T20:38:26.348255] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.351069] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-10T20:38:26.351126] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-10T20:38:26.351158] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-10T20:38:26.351962] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:26.352024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:26.354723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:26.355239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:26.355727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:26.356445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.453783] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-10
[2025-12-10T20:38:26.541178] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:26.551800] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-10
[2025-12-10T20:38:26.629235] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.706122] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-10
[2025-12-10T20:38:26.710223] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.711342] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-10T20:38:26.711410] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=55.1091%)
[2025-12-10T20:38:26.711589] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-10T20:38:26.711637] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-10T20:38:26.712664] [INFO ] [main      ] Progress: 219/430 forecasts completed (50.9%). CMCSA finished in 0.6s. ETA: 37.0s. Rate: 342.22 forecasts/min
[2025-12-10T20:38:26.722867] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.723840] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-10T20:38:26.723892] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-10T20:38:26.723925] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-10T20:38:26.724751] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:26.724809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:26.727243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.732640] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.775873] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-10T20:38:26.775937] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=46.2726%)
[2025-12-10T20:38:26.776289] [INFO ] [main      ] Fetching symbol history for TAP...
[2025-12-10T20:38:26.776292] [INFO ] [main      ] Progress: 220/430 forecasts completed (51.2%). CSQ finished in 0.6s. ETA: 36.7s. Rate: 343.21 forecasts/min
[2025-12-10T20:38:26.776338] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2025-12-10T20:38:26.788068] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.788980] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2025-12-10T20:38:26.789031] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2025-12-10T20:38:26.789061] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2025-12-10T20:38:26.789867] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:26.789927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:26.794618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:26.795559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:26.797961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:26.807657] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-10T20:38:26.807750] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=66.006%)
[2025-12-10T20:38:26.807941] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-10T20:38:26.807986] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-10T20:38:26.809152] [INFO ] [main      ] Progress: 221/430 forecasts completed (51.4%). EBC finished in 0.7s. ETA: 36.4s. Rate: 344.48 forecasts/min
[2025-12-10T20:38:26.819008] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.819940] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-10T20:38:26.819994] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-10T20:38:26.820026] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-10T20:38:26.821196] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:26.821259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:26.826428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.837608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:26.839318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:26.840076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:26.841682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:26.883251] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:26.945687] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-10T20:38:26.945759] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-2.64% (Conf=54.3835%)
[2025-12-10T20:38:26.946124] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-10T20:38:26.946175] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-10T20:38:26.946655] [INFO ] [main      ] Progress: 222/430 forecasts completed (51.6%). HYMC finished in 0.6s. ETA: 36.2s. Rate: 344.81 forecasts/min
[2025-12-10T20:38:26.957846] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:26.959566] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-10T20:38:26.959643] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-10T20:38:26.959675] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-10T20:38:26.960535] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:26.960618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:26.965425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:26.967282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:26.967810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:26.968201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:26.969121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:27.018240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:27.020100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:27.022469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:27.023628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:27.068030] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.181985] [DEBUG] [MAG       ] TAP: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.196112] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.239892] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.355019] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.356910] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-10T20:38:27.356986] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=7.10% (Conf=52.7731%)
[2025-12-10T20:38:27.357369] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-10T20:38:27.357422] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-10T20:38:27.357667] [INFO ] [main      ] Progress: 223/430 forecasts completed (51.9%). SYNA finished in 0.6s. ETA: 36.2s. Rate: 342.71 forecasts/min
[2025-12-10T20:38:27.370219] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:27.371327] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-10T20:38:27.371376] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-10T20:38:27.371406] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-10T20:38:27.372188] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:27.372261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:27.373939] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.374437] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.377627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:27.379833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:27.380306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:27.380706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:27.428922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:27.431265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:27.435147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:27.435890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:27.438657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:27.447980] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2025-12-10T20:38:27.448044] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=63.7226%)
[2025-12-10T20:38:27.448198] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-10T20:38:27.448241] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-10T20:38:27.448876] [INFO ] [main      ] Progress: 224/430 forecasts completed (52.1%). TAP finished in 0.7s. ETA: 36.0s. Rate: 343.45 forecasts/min
[2025-12-10T20:38:27.459330] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:27.461283] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-10T20:38:27.461336] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-10T20:38:27.461365] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-10T20:38:27.462159] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:27.462218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:27.466949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:27.469426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:27.473513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:27.545143] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.548641] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-10T20:38:27.548714] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=57.9848%)
[2025-12-10T20:38:27.548879] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-10T20:38:27.548923] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-10T20:38:27.550056] [INFO ] [main      ] Progress: 225/430 forecasts completed (52.3%). BLK finished in 0.7s. ETA: 35.7s. Rate: 344.09 forecasts/min
[2025-12-10T20:38:27.560601] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:27.561547] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-10T20:38:27.561619] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-10T20:38:27.561661] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-10T20:38:27.562470] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:27.562529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:27.567405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:27.629803] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-10T20:38:27.629866] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=4.91% (Conf=40.7657%)
[2025-12-10T20:38:27.630206] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-10T20:38:27.630256] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-10T20:38:27.630667] [INFO ] [main      ] Progress: 226/430 forecasts completed (52.6%). CRMD finished in 0.7s. ETA: 35.5s. Rate: 344.91 forecasts/min
[2025-12-10T20:38:27.641046] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:27.642180] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-10T20:38:27.642237] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-10T20:38:27.642268] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-10T20:38:27.643070] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:27.643126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:27.643875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:27.680651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:27.682085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:27.780219] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.812384] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-10
[2025-12-10T20:38:27.951641] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.983440] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:27.993008] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.032750] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.044818] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-10T20:38:28.044882] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=-3.44% (Conf=49.2825%)
[2025-12-10T20:38:28.045311] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-10T20:38:28.045651] [INFO ] [main      ] Progress: 227/430 forecasts completed (52.8%). NXGL finished in 0.6s. ETA: 35.5s. Rate: 342.82 forecasts/min
[2025-12-10T20:38:28.045362] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-10T20:38:28.057284] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.058248] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-10T20:38:28.058306] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-10T20:38:28.058338] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-10T20:38:28.059325] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:28.059386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:28.064610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:28.066272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:28.093031] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-10T20:38:28.093095] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=4.58% (Conf=54.3049%)
[2025-12-10T20:38:28.093451] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-10T20:38:28.093500] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-10T20:38:28.094752] [INFO ] [main      ] Progress: 228/430 forecasts completed (53.0%). BLTE finished in 0.7s. ETA: 35.2s. Rate: 343.91 forecasts/min
[2025-12-10T20:38:28.105364] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.106414] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-10T20:38:28.106466] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-10T20:38:28.106499] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-10T20:38:28.107047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:28.107321] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:28.107387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:28.108461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:28.111229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:28.112256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:28.113104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:28.113169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:28.114519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:28.114707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.117086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.118901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.177296] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.220564] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.234333] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-10T20:38:28.234400] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=53.5245%)
[2025-12-10T20:38:28.234842] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-10T20:38:28.234894] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-10T20:38:28.236684] [INFO ] [main      ] Progress: 229/430 forecasts completed (53.3%). EGY finished in 0.6s. ETA: 35.0s. Rate: 344.19 forecasts/min
[2025-12-10T20:38:28.248415] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.249638] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-10T20:38:28.249695] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-10T20:38:28.249726] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-10T20:38:28.250760] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:28.250821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.252510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:28.253070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:28.253454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:28.293071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:28.294170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.327057] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-10T20:38:28.327135] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=55.3015%)
[2025-12-10T20:38:28.327297] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-10T20:38:28.327341] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-10T20:38:28.328090] [INFO ] [main      ] Progress: 230/430 forecasts completed (53.5%). PTF finished in 0.8s. ETA: 34.8s. Rate: 344.90 forecasts/min
[2025-12-10T20:38:28.339103] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.339836] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-10T20:38:28.339893] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-10T20:38:28.339925] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-10T20:38:28.340727] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:28.340788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.342540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:28.343079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:28.343551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:28.346153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:28.347188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.467135] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.472795] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.639115] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.639367] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.648869] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.697074] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-10
[2025-12-10T20:38:28.713989] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-10T20:38:28.714051] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=54.0059%)
[2025-12-10T20:38:28.714380] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-10T20:38:28.714429] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-10T20:38:28.714658] [INFO ] [main      ] Progress: 231/430 forecasts completed (53.7%). ONDS finished in 0.6s. ETA: 34.8s. Rate: 343.08 forecasts/min
[2025-12-10T20:38:28.719098] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-10T20:38:28.719179] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=55.7169%)
[2025-12-10T20:38:28.719651] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-10T20:38:28.719710] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-10T20:38:28.720675] [INFO ] [main      ] Progress: 232/430 forecasts completed (54.0%). ARCO finished in 0.7s. ETA: 34.5s. Rate: 344.52 forecasts/min
[2025-12-10T20:38:28.725409] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.726287] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-10T20:38:28.726336] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-10T20:38:28.726366] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-10T20:38:28.727148] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:28.727207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.728901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:28.729394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:28.729847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:28.730228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:28.731120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:28.731900] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.732986] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-10T20:38:28.733041] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-10T20:38:28.733084] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-10T20:38:28.733782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.734199] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:28.734262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.736056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:28.736612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:28.737020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:28.817806] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.857229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.877747] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-10T20:38:28.877817] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=25.7641%)
[2025-12-10T20:38:28.878190] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-10T20:38:28.878242] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-10T20:38:28.878797] [INFO ] [main      ] Progress: 233/430 forecasts completed (54.2%). IGSB finished in 0.6s. ETA: 34.3s. Rate: 344.65 forecasts/min
[2025-12-10T20:38:28.882860] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:28.890636] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.891648] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-10T20:38:28.891712] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-10T20:38:28.891743] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-10T20:38:28.892660] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:28.892723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.894440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:28.895008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:28.895934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:28.952391] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-10T20:38:28.952459] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=8.54% (Conf=53.7471%)
[2025-12-10T20:38:28.952641] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-10T20:38:28.952687] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-10T20:38:28.953984] [INFO ] [main      ] Progress: 234/430 forecasts completed (54.4%). ABL finished in 0.6s. ETA: 34.0s. Rate: 345.49 forecasts/min
[2025-12-10T20:38:28.966215] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:28.967104] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-10T20:38:28.967161] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-10T20:38:28.967193] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-10T20:38:28.968048] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:28.968116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:28.970056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:28.970609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:28.971004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:28.972288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:29.055285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:29.083632] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.239198] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.255404] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:29.259313] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.318762] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-10T20:38:29.318826] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=59.9368%)
[2025-12-10T20:38:29.319157] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-10T20:38:29.319205] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-10T20:38:29.319657] [INFO ] [main      ] Progress: 235/430 forecasts completed (54.7%). COTY finished in 0.6s. ETA: 34.0s. Rate: 343.87 forecasts/min
[2025-12-10T20:38:29.330935] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:29.331901] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-10T20:38:29.331953] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-10T20:38:29.331984] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-10T20:38:29.332913] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:29.332973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:29.337995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:29.340671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:29.341653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:29.344523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:29.350376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:29.407425] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.420980] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:29.437225] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:29.501247] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-10T20:38:29.504734] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=46.355%)
[2025-12-10T20:38:29.505092] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-10T20:38:29.505143] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-10T20:38:29.505664] [INFO ] [main      ] Progress: 236/430 forecasts completed (54.9%). HTD finished in 0.6s. ETA: 33.9s. Rate: 343.78 forecasts/min
[2025-12-10T20:38:29.517062] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:29.518064] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-10T20:38:29.518115] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-10T20:38:29.518145] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-10T20:38:29.519136] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:29.519196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:29.520214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:29.521346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:29.523664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:29.525680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:29.533301] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-10T20:38:29.533370] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=59.2726%)
[2025-12-10T20:38:29.533844] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-10T20:38:29.533900] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-10T20:38:29.534681] [INFO ] [main      ] Progress: 237/430 forecasts completed (55.1%). CF finished in 0.8s. ETA: 33.6s. Rate: 344.99 forecasts/min
[2025-12-10T20:38:29.546894] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:29.548086] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-10T20:38:29.548163] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-10T20:38:29.548206] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-10T20:38:29.549429] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:29.549498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:29.555399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:29.557486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:29.558047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:29.587558] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:29.605439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:29.607752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:29.645205] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-10T20:38:29.645279] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-2.96% (Conf=61.4774%)
[2025-12-10T20:38:29.645469] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-10T20:38:29.645512] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-10T20:38:29.646186] [INFO ] [main      ] Progress: 238/430 forecasts completed (55.3%). CGEN finished in 0.7s. ETA: 33.3s. Rate: 345.51 forecasts/min
[2025-12-10T20:38:29.656545] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:29.657915] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-10T20:38:29.657972] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-10T20:38:29.658002] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-10T20:38:29.658782] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:29.658842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:29.663596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:29.664541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:29.666191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:29.705803] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.740123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:29.743158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:29.744235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:29.880168] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:29.883943] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.969712] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-10
[2025-12-10T20:38:29.977539] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-10T20:38:29.977627] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=72.3159%)
[2025-12-10T20:38:29.977991] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-10T20:38:29.978042] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-10T20:38:29.978652] [INFO ] [main      ] Progress: 239/430 forecasts completed (55.6%). PHIN finished in 0.7s. ETA: 33.3s. Rate: 344.20 forecasts/min
[2025-12-10T20:38:29.991341] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:29.993811] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-10T20:38:29.993878] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-10T20:38:29.993912] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-10T20:38:29.994745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:29.994808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:29.996515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:29.997056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:30.049350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:30.064464] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.067289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:30.068830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:30.070490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.096662] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-10
[2025-12-10T20:38:30.144892] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.197412] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-10T20:38:30.197478] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=4.06% (Conf=59.4912%)
[2025-12-10T20:38:30.197658] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-10T20:38:30.197704] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-10T20:38:30.199103] [INFO ] [main      ] Progress: 240/430 forecasts completed (55.8%). DKS finished in 0.7s. ETA: 33.2s. Rate: 343.82 forecasts/min
[2025-12-10T20:38:30.210774] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.212044] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-10T20:38:30.212101] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-10T20:38:30.212131] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-10T20:38:30.213019] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:30.213082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:30.214862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:30.215396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:30.215825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:30.217773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:30.218891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.227034] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-10T20:38:30.227099] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=54.1952%)
[2025-12-10T20:38:30.227456] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-10T20:38:30.227504] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-10T20:38:30.227866] [INFO ] [main      ] Progress: 241/430 forecasts completed (56.0%). CNO finished in 0.7s. ETA: 32.9s. Rate: 345.01 forecasts/min
[2025-12-10T20:38:30.239363] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.240281] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-10T20:38:30.240330] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-10T20:38:30.240360] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-10T20:38:30.241138] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:30.241196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:30.271101] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.281025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:30.282277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:30.284052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:30.286604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.342535] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-10T20:38:30.342615] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=55.3167%)
[2025-12-10T20:38:30.342775] [INFO ] [main      ] Fetching symbol history for RCKY...
[2025-12-10T20:38:30.342818] [DEBUG] [REMOTE    ] RCKY: Fetching historical data.
[2025-12-10T20:38:30.344688] [INFO ] [main      ] Progress: 242/430 forecasts completed (56.3%). AUDC finished in 0.7s. ETA: 32.7s. Rate: 345.48 forecasts/min
[2025-12-10T20:38:30.353684] [DEBUG] [REMOTE    ] RCKY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.354485] [DEBUG] [LOCAL     ] Loaded configuration for RCKY: 7 features, N/A% accuracy
[2025-12-10T20:38:30.355069] [INFO ] [LOCAL     ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config
[2025-12-10T20:38:30.355104] [DEBUG] [MAG       ] Building data for symbol: RCKY with lookback: 0
[2025-12-10T20:38:30.355885] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:30.355947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:30.361014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:30.361972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:30.364408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:30.407697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:30.408763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:30.410107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:30.411257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.421405] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-10
[2025-12-10T20:38:30.579528] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-10
[2025-12-10T20:38:30.596144] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.626634] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-10
[2025-12-10T20:38:30.730757] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-10T20:38:30.730825] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=61.376%)
[2025-12-10T20:38:30.731177] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-10T20:38:30.731229] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-10T20:38:30.731657] [INFO ] [main      ] Progress: 243/430 forecasts completed (56.5%). KEYS finished in 0.8s. ETA: 32.6s. Rate: 343.74 forecasts/min
[2025-12-10T20:38:30.742352] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.743467] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-10T20:38:30.743520] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-10T20:38:30.743554] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-10T20:38:30.744411] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:30.744472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:30.749651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:30.751544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:30.752066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:30.752456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.752865] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.793595] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:30.812384] [DEBUG] [MAG       ] RCKY: Last date is validated at 2025-12-10
[2025-12-10T20:38:30.839743] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-10T20:38:30.839809] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=67.3245%)
[2025-12-10T20:38:30.840167] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-10T20:38:30.840218] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-10T20:38:30.840664] [INFO ] [main      ] Progress: 244/430 forecasts completed (56.7%). FOA finished in 0.6s. ETA: 32.4s. Rate: 344.27 forecasts/min
[2025-12-10T20:38:30.851157] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.852099] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-10T20:38:30.852150] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-10T20:38:30.852181] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-10T20:38:30.853056] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:30.853117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:30.854056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:30.904556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:30.906162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:30.908267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:30.911499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:30.925327] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-10T20:38:30.925406] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-7.29% (Conf=62.3143%)
[2025-12-10T20:38:30.925894] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-10T20:38:30.925946] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-10T20:38:30.926690] [INFO ] [main      ] Progress: 245/430 forecasts completed (57.0%). MRVL finished in 0.7s. ETA: 32.2s. Rate: 344.99 forecasts/min
[2025-12-10T20:38:30.939880] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:30.940842] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-10T20:38:30.940906] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-10T20:38:30.940938] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-10T20:38:30.941907] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:30.941973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:30.943795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:30.944357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:30.944844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:30.945795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:31.018324] [DEBUG] [MAG       ] RCKY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:31.062742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:31.065557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:31.066550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:31.149368] [INFO ] [LOCAL     ] RCKY: Saved forecast.
[2025-12-10T20:38:31.149469] [INFO ] [main      ] RCKY: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=58.1593%)
[2025-12-10T20:38:31.149717] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-10T20:38:31.149809] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-10T20:38:31.151358] [INFO ] [main      ] Progress: 246/430 forecasts completed (57.2%). RCKY finished in 0.8s. ETA: 32.0s. Rate: 344.58 forecasts/min
[2025-12-10T20:38:31.166260] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:31.167382] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-10T20:38:31.167458] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-10T20:38:31.167511] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-10T20:38:31.168761] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:31.168839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:31.175839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:31.220482] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-10
[2025-12-10T20:38:31.336923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:31.339207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:31.410786] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-10
[2025-12-10T20:38:31.468413] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:31.515150] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-10
[2025-12-10T20:38:31.554152] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-10T20:38:31.554242] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=61.1927%)
[2025-12-10T20:38:31.554740] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-10T20:38:31.554809] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-10T20:38:31.555701] [INFO ] [main      ] Progress: 247/430 forecasts completed (57.4%). ARI finished in 0.8s. ETA: 32.0s. Rate: 342.74 forecasts/min
[2025-12-10T20:38:31.570562] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:31.572670] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-10T20:38:31.572758] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-10T20:38:31.572807] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-10T20:38:31.574196] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-10T20:38:31.574292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:31.581990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:31.584906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:31.585627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:31.586246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:31.586831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:31.587986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:31.589215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:31.593002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:31.698508] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:31.733002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:31.735754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:31.770755] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:31.783382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:31.785394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:31.798663] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-10T20:38:31.798756] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=64.0327%)
[2025-12-10T20:38:31.799220] [INFO ] [main      ] Fetching symbol history for GBX...
[2025-12-10T20:38:31.799281] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2025-12-10T20:38:31.799699] [INFO ] [main      ] Progress: 248/430 forecasts completed (57.7%). PRFZ finished in 1.0s. ETA: 31.9s. Rate: 342.20 forecasts/min
[2025-12-10T20:38:31.814632] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:31.815771] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2025-12-10T20:38:31.815848] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2025-12-10T20:38:31.815892] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2025-12-10T20:38:31.817183] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:31.817275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:31.819824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:31.820594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:31.821175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:31.822267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:31.823448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:31.826623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:31.855649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:31.856798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:31.858184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:31.881954] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-10
[2025-12-10T20:38:31.936408] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-10T20:38:31.936498] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=52.9318%)
[2025-12-10T20:38:31.937075] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-10T20:38:31.937140] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-10T20:38:31.937687] [INFO ] [main      ] Progress: 249/430 forecasts completed (57.9%). AMGN finished in 1.0s. ETA: 31.7s. Rate: 342.49 forecasts/min
[2025-12-10T20:38:31.953810] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:31.954892] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-10T20:38:31.954980] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-10T20:38:31.955030] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-10T20:38:31.956413] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:31.956508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:31.965123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.028861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:32.033426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.129203] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:32.233457] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-10T20:38:32.233521] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=8.58% (Conf=53.2489%)
[2025-12-10T20:38:32.233700] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-10T20:38:32.233746] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-10T20:38:32.234964] [INFO ] [main      ] Progress: 250/430 forecasts completed (58.1%). DRIO finished in 1.1s. ETA: 31.6s. Rate: 341.54 forecasts/min
[2025-12-10T20:38:32.248016] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:32.249654] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-10T20:38:32.249720] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-10T20:38:32.249757] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-10T20:38:32.250733] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:32.250806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:32.256501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:32.258525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:32.259083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:32.259498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:32.260403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:32.261356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:32.299640] [DEBUG] [MAG       ] GBX: Last date is validated at 2025-12-10
[2025-12-10T20:38:32.336488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:32.338381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:32.340873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.356399] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-10
[2025-12-10T20:38:32.459744] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-10
[2025-12-10T20:38:32.478521] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:32.540218] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:32.575066] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2025-12-10T20:38:32.575133] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=41.182%)
[2025-12-10T20:38:32.575474] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-10T20:38:32.575523] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-10T20:38:32.575671] [INFO ] [main      ] Progress: 251/430 forecasts completed (58.4%). GBX finished in 0.8s. ETA: 31.6s. Rate: 340.27 forecasts/min
[2025-12-10T20:38:32.586761] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:32.588486] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-10T20:38:32.588540] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-10T20:38:32.588589] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-10T20:38:32.589415] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:32.589478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:32.594814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:32.600275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:32.600822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:32.602921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:32.603675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:32.605305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.608180] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-10T20:38:32.608246] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-10T20:38:32.608403] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-10T20:38:32.608446] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-10T20:38:32.609797] [INFO ] [main      ] Progress: 252/430 forecasts completed (58.6%). SBI finished in 1.1s. ETA: 31.3s. Rate: 341.36 forecasts/min
[2025-12-10T20:38:32.619727] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:32.621007] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-10T20:38:32.621059] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-10T20:38:32.621089] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-10T20:38:32.622080] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:32.622140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:32.623831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:32.624328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:32.624784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:32.628812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:32.629525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:32.630646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:32.632615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.638416] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:32.701962] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-10
[2025-12-10T20:38:32.754491] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-10T20:38:32.754565] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=3.84% (Conf=58.1687%)
[2025-12-10T20:38:32.754754] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-10T20:38:32.754800] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-10T20:38:32.756783] [INFO ] [main      ] Progress: 253/430 forecasts completed (58.8%). HALO finished in 0.8s. ETA: 31.1s. Rate: 341.58 forecasts/min
[2025-12-10T20:38:32.766250] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:32.767547] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-10T20:38:32.767649] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-10T20:38:32.767683] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-10T20:38:32.768508] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:32.768570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:32.773685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:32.775527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:32.776043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:32.776496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:32.776914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:32.777833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:32.780261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:32.821693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.884403] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:32.956365] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-10T20:38:32.956434] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=55.0169%)
[2025-12-10T20:38:32.956610] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-10T20:38:32.956656] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-10T20:38:32.957365] [INFO ] [main      ] Progress: 254/430 forecasts completed (59.1%). VLRS finished in 0.7s. ETA: 30.9s. Rate: 341.39 forecasts/min
[2025-12-10T20:38:32.959456] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-10
[2025-12-10T20:38:32.968100] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:32.969095] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-10T20:38:32.969147] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-10T20:38:32.969179] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-10T20:38:32.970116] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:32.970189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:32.975358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:32.978141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:32.978978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:32.981841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:32.987623] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.134334] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.162278] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.172493] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.229116] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-10T20:38:33.229183] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=43.9866%)
[2025-12-10T20:38:33.229523] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-10T20:38:33.229588] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-10T20:38:33.229665] [INFO ] [main      ] Progress: 255/430 forecasts completed (59.3%). MAXI finished in 0.7s. ETA: 30.8s. Rate: 340.66 forecasts/min
[2025-12-10T20:38:33.240307] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.241427] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-10T20:38:33.241479] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-10T20:38:33.241511] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-10T20:38:33.242318] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:33.242380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:33.247189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:33.248085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:33.250864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:33.251462] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-10T20:38:33.251530] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-2.19% (Conf=60.8799%)
[2025-12-10T20:38:33.252092] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-10T20:38:33.252142] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-10T20:38:33.252241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:33.252620] [INFO ] [main      ] Progress: 256/430 forecasts completed (59.5%). PRAA finished in 0.6s. ETA: 30.5s. Rate: 341.82 forecasts/min
[2025-12-10T20:38:33.253127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:33.263739] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.265354] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-10T20:38:33.265412] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-10T20:38:33.265445] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-10T20:38:33.266246] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:33.266318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:33.268193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:33.269181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:33.271161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:33.272958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:33.273434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:33.273846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:33.274587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:33.335232] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.345825] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.440744] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-10T20:38:33.440808] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=3.81% (Conf=57.6575%)
[2025-12-10T20:38:33.441168] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-10T20:38:33.441218] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-10T20:38:33.442671] [INFO ] [main      ] Progress: 257/430 forecasts completed (59.8%). LKQ finished in 0.7s. ETA: 30.4s. Rate: 341.71 forecasts/min
[2025-12-10T20:38:33.453148] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.454279] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-10T20:38:33.454335] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-10T20:38:33.454368] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-10T20:38:33.455454] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:33.455526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:33.528831] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.570024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:33.571053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:33.571718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:33.575969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:33.618696] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.623967] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.627135] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-10T20:38:33.627209] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=58.5019%)
[2025-12-10T20:38:33.627368] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-10T20:38:33.627410] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-10T20:38:33.628089] [INFO ] [main      ] Progress: 258/430 forecasts completed (60.0%). PEG finished in 0.7s. ETA: 30.2s. Rate: 341.63 forecasts/min
[2025-12-10T20:38:33.638105] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.638950] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-10T20:38:33.639005] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-10T20:38:33.639036] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-10T20:38:33.639855] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:33.639915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:33.641882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:33.642379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:33.718303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:33.720411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:33.724899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:33.791033] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.801442] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:33.847803] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-10T20:38:33.847867] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=54.9399%)
[2025-12-10T20:38:33.848202] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-10T20:38:33.848250] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-10T20:38:33.848664] [INFO ] [main      ] Progress: 259/430 forecasts completed (60.2%). VCSH finished in 0.6s. ETA: 30.1s. Rate: 341.30 forecasts/min
[2025-12-10T20:38:33.859268] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.860405] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-10T20:38:33.860458] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-10T20:38:33.860492] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-10T20:38:33.861501] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:33.861568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:33.862329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:33.876676] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-10T20:38:33.876742] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=22.47% (Conf=48.3267%)
[2025-12-10T20:38:33.877194] [INFO ] [main      ] Fetching symbol history for LCII...
[2025-12-10T20:38:33.877245] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2025-12-10T20:38:33.877629] [INFO ] [main      ] Progress: 260/430 forecasts completed (60.5%). ABSI finished in 0.6s. ETA: 29.8s. Rate: 342.40 forecasts/min
[2025-12-10T20:38:33.889078] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:33.890507] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2025-12-10T20:38:33.890565] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2025-12-10T20:38:33.890795] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2025-12-10T20:38:33.891599] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:33.891661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:33.896956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:33.898786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:33.899274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:33.899679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:33.902361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:33.904328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:33.907195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:33.918516] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-10
[2025-12-10T20:38:33.983700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:33.985725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:33.987032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:33.988445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:33.990240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:33.990731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:33.991899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:33.994113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:33.995802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.081762] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-10
[2025-12-10T20:38:34.085592] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:34.149357] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-10T20:38:34.149418] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=12.50% (Conf=51.7373%)
[2025-12-10T20:38:34.149787] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-10T20:38:34.149837] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-10T20:38:34.150662] [INFO ] [main      ] Progress: 261/430 forecasts completed (60.7%). FNKO finished in 0.7s. ETA: 29.7s. Rate: 341.67 forecasts/min
[2025-12-10T20:38:34.160730] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:34.161719] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-10T20:38:34.161769] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-10T20:38:34.161799] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-10T20:38:34.162554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:34.162629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:34.167324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:34.169151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.258982] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:34.260464] [DEBUG] [MAG       ] LCII: Last date is validated at 2025-12-10
[2025-12-10T20:38:34.376211] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-10
[2025-12-10T20:38:34.405910] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-10T20:38:34.405979] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=6.30% (Conf=54.6681%)
[2025-12-10T20:38:34.406145] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-10T20:38:34.406189] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-10T20:38:34.406881] [INFO ] [main      ] Progress: 262/430 forecasts completed (60.9%). SEZL finished in 0.8s. ETA: 29.6s. Rate: 341.07 forecasts/min
[2025-12-10T20:38:34.418494] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:34.419334] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-10T20:38:34.419392] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-10T20:38:34.419428] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-10T20:38:34.420262] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:34.420326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:34.425591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:34.427401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:34.427947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:34.428407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:34.428834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:34.430463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:34.432472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-10T20:38:34.433232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:34.434439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.437621] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:34.507935] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-10
[2025-12-10T20:38:34.558558] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2025-12-10T20:38:34.558643] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=43.6611%)
[2025-12-10T20:38:34.558815] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-10T20:38:34.558862] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-10T20:38:34.560684] [INFO ] [main      ] Progress: 263/430 forecasts completed (61.2%). LCII finished in 0.7s. ETA: 29.4s. Rate: 341.23 forecasts/min
[2025-12-10T20:38:34.561167] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:34.570151] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:34.571320] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-10T20:38:34.571372] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-10T20:38:34.571401] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-10T20:38:34.572235] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:34.572301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:34.577338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:34.579240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:34.579775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:34.620015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:34.621363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:34.623141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:34.624251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:34.624960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.641558] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-10T20:38:34.641644] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=56.0922%)
[2025-12-10T20:38:34.641814] [INFO ] [main      ] Fetching symbol history for FTXG...
[2025-12-10T20:38:34.641857] [DEBUG] [REMOTE    ] FTXG: Fetching historical data.
[2025-12-10T20:38:34.644660] [INFO ] [main      ] Progress: 264/430 forecasts completed (61.4%). HOMB finished in 0.8s. ETA: 29.1s. Rate: 341.91 forecasts/min
[2025-12-10T20:38:34.652952] [DEBUG] [REMOTE    ] FTXG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:34.653748] [DEBUG] [LOCAL     ] Loaded configuration for FTXG: 7 features, N/A% accuracy
[2025-12-10T20:38:34.653805] [INFO ] [LOCAL     ] FTXG: Loaded 7 optimal features with 52.72% confidence from JSON config
[2025-12-10T20:38:34.653837] [DEBUG] [MAG       ] Building data for symbol: FTXG with lookback: 0
[2025-12-10T20:38:34.654648] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:34.654711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:34.659840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:34.661952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:34.662454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:34.662879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:34.663936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:34.664748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:34.665420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.676767] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:34.736834] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-10T20:38:34.736956] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=60.9547%)
[2025-12-10T20:38:34.737304] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-10T20:38:34.737353] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-10T20:38:34.737667] [INFO ] [main      ] Progress: 265/430 forecasts completed (61.6%). KRNY finished in 0.6s. ETA: 28.9s. Rate: 342.52 forecasts/min
[2025-12-10T20:38:34.749336] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:34.750486] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-10T20:38:34.750536] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-10T20:38:34.750566] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-10T20:38:34.751685] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:34.751743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:34.753372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:34.753896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:34.758033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:34.814426] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-10
[2025-12-10T20:38:34.979926] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.001878] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.015371] [DEBUG] [MAG       ] FTXG: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.155610] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.157456] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.192407] [DEBUG] [MAG       ] FTXG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.245383] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-10T20:38:35.245446] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-6.16% (Conf=58.8046%)
[2025-12-10T20:38:35.245943] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-10T20:38:35.245996] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-10T20:38:35.246012] [INFO ] [main      ] Progress: 266/430 forecasts completed (61.9%). ATOM finished in 0.7s. ETA: 28.9s. Rate: 340.08 forecasts/min
[2025-12-10T20:38:35.256920] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.258109] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-10T20:38:35.258165] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-10T20:38:35.258196] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-10T20:38:35.259092] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:35.259157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:35.259197] [INFO ] [LOCAL     ] FTXG: Saved forecast.
[2025-12-10T20:38:35.259263] [INFO ] [main      ] FTXG: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=52.7169%)
[2025-12-10T20:38:35.259649] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-10T20:38:35.259700] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-10T20:38:35.259811] [INFO ] [main      ] Progress: 267/430 forecasts completed (62.1%). FTXG finished in 0.6s. ETA: 28.7s. Rate: 341.26 forecasts/min
[2025-12-10T20:38:35.264517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:35.266506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:35.267054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:35.268762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:35.271093] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.271890] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-10T20:38:35.271939] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-10T20:38:35.271970] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-10T20:38:35.272759] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:35.272819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:35.273564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:35.277679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:35.279639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:35.280131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:35.280513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:35.282893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:35.285723] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-10T20:38:35.285788] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=53.7006%)
[2025-12-10T20:38:35.286158] [INFO ] [main      ] Progress: 268/430 forecasts completed (62.3%). GE finished in 0.9s. ETA: 28.4s. Rate: 342.35 forecasts/min
[2025-12-10T20:38:35.286279] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-10T20:38:35.286321] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-10T20:38:35.286733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:35.296881] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.297830] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-10T20:38:35.297881] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-10T20:38:35.297911] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-10T20:38:35.298707] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:35.298770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:35.300461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:35.300979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:35.302064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:35.306285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:35.307363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:35.308055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:35.308802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:35.309883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:35.311887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:35.325283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:35.325830] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.326188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:35.327244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:35.391156] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-10T20:38:35.391220] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=65.7706%)
[2025-12-10T20:38:35.391566] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-10T20:38:35.391638] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-10T20:38:35.391654] [INFO ] [main      ] Progress: 269/430 forecasts completed (62.6%). GTX finished in 0.7s. ETA: 28.2s. Rate: 342.86 forecasts/min
[2025-12-10T20:38:35.402996] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.404604] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-10T20:38:35.404655] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-10T20:38:35.404685] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-10T20:38:35.405435] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:35.405497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:35.410277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:35.411078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:35.411889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:35.664972] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.679045] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.697813] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.746425] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-10
[2025-12-10T20:38:35.850111] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.853626] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.874553] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.914231] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:35.914838] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-10T20:38:35.914907] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=44.8688%)
[2025-12-10T20:38:35.915296] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-10T20:38:35.915347] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-10T20:38:35.915507] [INFO ] [main      ] Progress: 270/430 forecasts completed (62.8%). SHY finished in 0.6s. ETA: 28.2s. Rate: 340.34 forecasts/min
[2025-12-10T20:38:35.924131] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-10T20:38:35.924198] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=51.1181%)
[2025-12-10T20:38:35.924570] [INFO ] [main      ] Progress: 271/430 forecasts completed (63.0%). QYLG finished in 0.7s. ETA: 27.9s. Rate: 341.54 forecasts/min
[2025-12-10T20:38:35.924769] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-10T20:38:35.924815] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-10T20:38:35.926516] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.927427] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-10T20:38:35.927479] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-10T20:38:35.927511] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-10T20:38:35.928343] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:35.928407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:35.933495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:35.935431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:35.935753] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:35.935936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:35.936350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:35.936654] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-10T20:38:35.936720] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-10T20:38:35.936752] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-10T20:38:35.937260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:35.937544] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:35.937633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:35.943158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:35.945102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:35.945619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:35.946028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:35.979871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:35.998521] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-10T20:38:35.998610] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=2.72% (Conf=36.3287%)
[2025-12-10T20:38:35.999045] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-10T20:38:35.999096] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-10T20:38:35.999670] [INFO ] [main      ] Progress: 272/430 forecasts completed (63.3%). WBTN finished in 0.6s. ETA: 27.7s. Rate: 342.26 forecasts/min
[2025-12-10T20:38:36.010345] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.011434] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-10T20:38:36.011484] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-10T20:38:36.011515] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-10T20:38:36.012292] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:36.012350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:36.017458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:36.056178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:36.061935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:36.063437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:36.065764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:36.066264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:36.067419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:36.069705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.071256] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-10T20:38:36.071332] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=58.5843%)
[2025-12-10T20:38:36.071900] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-10T20:38:36.071950] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-10T20:38:36.073661] [INFO ] [main      ] Progress: 273/430 forecasts completed (63.5%). TSDD finished in 0.8s. ETA: 27.5s. Rate: 342.98 forecasts/min
[2025-12-10T20:38:36.083004] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.083907] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-10T20:38:36.083959] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-10T20:38:36.083991] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-10T20:38:36.084796] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:36.084855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:36.085741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:36.088670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:36.089741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:36.090737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.134696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.337739] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-10
[2025-12-10T20:38:36.427117] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-10
[2025-12-10T20:38:36.441495] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-10
[2025-12-10T20:38:36.491226] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-10
[2025-12-10T20:38:36.508037] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:36.603787] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:36.622960] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-10T20:38:36.623035] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-6.73% (Conf=43.5309%)
[2025-12-10T20:38:36.623191] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-10T20:38:36.623233] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-10T20:38:36.623850] [INFO ] [main      ] Progress: 274/430 forecasts completed (63.7%). KMX finished in 0.7s. ETA: 27.5s. Rate: 340.32 forecasts/min
[2025-12-10T20:38:36.629020] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:36.635045] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.636416] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-10T20:38:36.636470] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-10T20:38:36.636500] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-10T20:38:36.637361] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:36.637423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:36.642329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:36.644829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:36.661701] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:36.695892] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-10T20:38:36.695955] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=13.63% (Conf=58.8929%)
[2025-12-10T20:38:36.696274] [INFO ] [main      ] Progress: 275/430 forecasts completed (64.0%). JVA finished in 0.6s. ETA: 27.3s. Rate: 341.05 forecasts/min
[2025-12-10T20:38:36.696391] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-10T20:38:36.696431] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-10T20:38:36.707279] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.708213] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-10T20:38:36.708264] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-10T20:38:36.708294] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-10T20:38:36.709096] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:36.709156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:36.710029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:36.710767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:36.711422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:36.712958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.720618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:36.722985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.738231] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-10T20:38:36.738292] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=46.6457%)
[2025-12-10T20:38:36.738636] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-10T20:38:36.738685] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-10T20:38:36.739623] [INFO ] [main      ] Progress: 276/430 forecasts completed (64.2%). EYE finished in 0.7s. ETA: 27.0s. Rate: 341.98 forecasts/min
[2025-12-10T20:38:36.740963] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-10T20:38:36.741027] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=10.03% (Conf=50.4264%)
[2025-12-10T20:38:36.741384] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-10T20:38:36.741435] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-10T20:38:36.743637] [INFO ] [main      ] Progress: 277/430 forecasts completed (64.4%). ESTC finished in 0.8s. ETA: 26.7s. Rate: 343.20 forecasts/min
[2025-12-10T20:38:36.750012] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.751093] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-10T20:38:36.751144] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-10T20:38:36.751173] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-10T20:38:36.752153] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:36.752225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:36.753012] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:36.753807] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-10T20:38:36.753857] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-10T20:38:36.753887] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-10T20:38:36.754249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:36.754685] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:36.754747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:36.754774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:36.755161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:36.756113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:36.756451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:36.756999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:36.757021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:36.757434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:36.757875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:36.759753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:36.765056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:36.766593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:36.805431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:36.806939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:36.808792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:37.069874] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.073619] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.118820] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.170006] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.244948] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.259943] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.292498] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.350236] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.361151] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-10T20:38:37.361214] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=56.8894%)
[2025-12-10T20:38:37.361609] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-10T20:38:37.361658] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-10T20:38:37.361651] [INFO ] [main      ] Progress: 278/430 forecasts completed (64.7%). BANX finished in 0.6s. ETA: 26.8s. Rate: 340.09 forecasts/min
[2025-12-10T20:38:37.371401] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-10T20:38:37.371466] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=55.6969%)
[2025-12-10T20:38:37.371642] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-10T20:38:37.371702] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-10T20:38:37.372558] [INFO ] [main      ] Progress: 279/430 forecasts completed (64.9%). EOG finished in 0.7s. ETA: 26.6s. Rate: 341.24 forecasts/min
[2025-12-10T20:38:37.373542] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:37.374416] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-10T20:38:37.374467] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-10T20:38:37.374498] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-10T20:38:37.375267] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:37.375322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:37.375975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:37.382866] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:37.383626] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-10T20:38:37.383678] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-10T20:38:37.383708] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-10T20:38:37.384485] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:37.384544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:37.385730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:37.386395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:37.387956] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-10T20:38:37.388026] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=3.69% (Conf=49.6509%)
[2025-12-10T20:38:37.388397] [INFO ] [main      ] Progress: 280/430 forecasts completed (65.1%). VAC finished in 0.7s. ETA: 26.3s. Rate: 342.35 forecasts/min
[2025-12-10T20:38:37.388530] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-10T20:38:37.388598] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-10T20:38:37.400490] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:37.401541] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-10T20:38:37.401622] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-10T20:38:37.401655] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-10T20:38:37.402442] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:37.402502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:37.403265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:37.407494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:37.410028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:37.416820] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-10T20:38:37.416892] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=60.7176%)
[2025-12-10T20:38:37.417265] [INFO ] [main      ] Progress: 281/430 forecasts completed (65.3%). BHFAM finished in 0.7s. ETA: 26.0s. Rate: 343.37 forecasts/min
[2025-12-10T20:38:37.417391] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-10T20:38:37.417434] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-10T20:38:37.430161] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:37.431012] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-10T20:38:37.431063] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-10T20:38:37.431093] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-10T20:38:37.431874] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:37.431932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:37.437056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:37.438976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:37.439437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:37.441008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:37.728229] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.759905] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.779642] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.817756] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:37.921530] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.941386] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.958108] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:37.998357] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:38.001001] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-10T20:38:38.001067] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=52.3226%)
[2025-12-10T20:38:38.001441] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-10T20:38:38.001490] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-10T20:38:38.001669] [INFO ] [main      ] Progress: 282/430 forecasts completed (65.6%). TRMD finished in 0.6s. ETA: 26.1s. Rate: 340.54 forecasts/min
[2025-12-10T20:38:38.015004] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.015874] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-10T20:38:38.015927] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-10T20:38:38.016340] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-10T20:38:38.017303] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:38.017363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:38.022689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:38.023494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:38.024297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:38.026077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.030217] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-10T20:38:38.030298] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=59.9373%)
[2025-12-10T20:38:38.030747] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-10T20:38:38.030811] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-10T20:38:38.030778] [INFO ] [main      ] Progress: 283/430 forecasts completed (65.8%). TRMK finished in 0.6s. ETA: 25.8s. Rate: 341.55 forecasts/min
[2025-12-10T20:38:38.045327] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.046273] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-10T20:38:38.046337] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-10T20:38:38.046374] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-10T20:38:38.047442] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:38.047530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:38.049550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:38.050139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:38.050958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:38.059248] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-10T20:38:38.059310] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=55.1071%)
[2025-12-10T20:38:38.059683] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-10T20:38:38.059735] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-10T20:38:38.059718] [INFO ] [main      ] Progress: 284/430 forecasts completed (66.0%). PFGC finished in 0.7s. ETA: 25.6s. Rate: 342.56 forecasts/min
[2025-12-10T20:38:38.071065] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.072380] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-10T20:38:38.072431] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-10T20:38:38.072475] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-10T20:38:38.073488] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:38.073565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:38.074513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:38.075262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.107517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:38.110752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.158648] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-10T20:38:38.158724] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=5.81% (Conf=51.4083%)
[2025-12-10T20:38:38.158884] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-10T20:38:38.158927] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-10T20:38:38.159830] [INFO ] [main      ] Progress: 285/430 forecasts completed (66.3%). SQQQ finished in 0.7s. ETA: 25.4s. Rate: 343.07 forecasts/min
[2025-12-10T20:38:38.171081] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.172020] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-10T20:38:38.172071] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-10T20:38:38.172101] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-10T20:38:38.172920] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:38.172981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:38.177832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:38.179704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:38.180186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:38.180591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:38.184366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:38.186730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:38.188758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.425075] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-10
[2025-12-10T20:38:38.426865] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-10
[2025-12-10T20:38:38.547959] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-10
[2025-12-10T20:38:38.592554] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-10
[2025-12-10T20:38:38.599383] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:38.677381] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-10T20:38:38.677448] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=57.4076%)
[2025-12-10T20:38:38.677622] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-10T20:38:38.677666] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-10T20:38:38.680739] [INFO ] [main      ] Progress: 286/430 forecasts completed (66.5%). METCB finished in 0.6s. ETA: 25.4s. Rate: 340.72 forecasts/min
[2025-12-10T20:38:38.693806] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.695119] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-10T20:38:38.695191] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-10T20:38:38.695245] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-10T20:38:38.696529] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:38.696669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:38.698116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.741332] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:38.756239] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:38.819623] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-10T20:38:38.819687] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-6.89% (Conf=43.5708%)
[2025-12-10T20:38:38.820207] [INFO ] [main      ] Progress: 287/430 forecasts completed (66.7%). QD finished in 0.7s. ETA: 25.2s. Rate: 340.96 forecasts/min
[2025-12-10T20:38:38.820329] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-10T20:38:38.820371] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-10T20:38:38.830546] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.831420] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-10T20:38:38.831471] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-10T20:38:38.831502] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-10T20:38:38.832268] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:38.832331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:38.833912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:38.836104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:38.838777] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-10T20:38:38.838866] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=61.5047%)
[2025-12-10T20:38:38.839348] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-10T20:38:38.839420] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-10T20:38:38.840631] [INFO ] [main      ] Progress: 288/430 forecasts completed (67.0%). VCRB finished in 0.8s. ETA: 24.9s. Rate: 342.01 forecasts/min
[2025-12-10T20:38:38.851482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:38.853237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:38.853731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:38.854757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:38.856493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:38.857025] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.857522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:38.858240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:38.858294] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-10T20:38:38.858370] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-10T20:38:38.858424] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-10T20:38:38.859811] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:38.859857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.859888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:38.861343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:38.884038] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:38.979363] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-10T20:38:38.979427] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=62.5386%)
[2025-12-10T20:38:38.979801] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-10T20:38:38.979852] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-10T20:38:38.980649] [INFO ] [main      ] Progress: 289/430 forecasts completed (67.2%). MODG finished in 0.9s. ETA: 24.7s. Rate: 342.25 forecasts/min
[2025-12-10T20:38:38.992423] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:38.993625] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-10T20:38:38.993681] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-10T20:38:38.993713] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-10T20:38:38.994510] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:38.994587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:38.996474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:38.997196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:38.997598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:38.999140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:38.999846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:39.052163] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.203566] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.227524] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:39.250570] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.302042] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-10T20:38:39.302105] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=46.1732%)
[2025-12-10T20:38:39.302263] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-10T20:38:39.302306] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-10T20:38:39.303628] [INFO ] [main      ] Progress: 290/430 forecasts completed (67.4%). CDC finished in 0.6s. ETA: 24.6s. Rate: 341.26 forecasts/min
[2025-12-10T20:38:39.314153] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:39.315065] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-10T20:38:39.315132] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-10T20:38:39.315175] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-10T20:38:39.316033] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:39.316096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:39.321155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:39.323067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:39.323557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:39.324031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:39.324458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:39.325484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:39.352661] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.375196] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:39.419255] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:39.499285] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-10T20:38:39.499347] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=44.6077%)
[2025-12-10T20:38:39.499704] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-10T20:38:39.499753] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-10T20:38:39.499777] [INFO ] [main      ] Progress: 291/430 forecasts completed (67.7%). GFI finished in 0.7s. ETA: 24.4s. Rate: 341.13 forecasts/min
[2025-12-10T20:38:39.512037] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:39.512956] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-10T20:38:39.513012] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-10T20:38:39.513042] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-10T20:38:39.513832] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:39.513893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:39.518618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:39.520420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:39.520940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:39.521367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:39.521767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:39.522631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:39.524997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:39.526016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:39.530919] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:39.573385] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-10T20:38:39.573449] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=54.9979%)
[2025-12-10T20:38:39.573784] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-10T20:38:39.573835] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-10T20:38:39.574709] [INFO ] [main      ] Progress: 292/430 forecasts completed (67.9%). WOOD finished in 0.8s. ETA: 24.2s. Rate: 341.80 forecasts/min
[2025-12-10T20:38:39.586176] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:39.586876] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-10T20:38:39.586925] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-10T20:38:39.586956] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-10T20:38:39.587767] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:39.587829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:39.592913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:39.594684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:39.595149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:39.595590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:39.597150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:39.599120] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-10T20:38:39.599185] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=67.1164%)
[2025-12-10T20:38:39.599516] [INFO ] [main      ] Progress: 293/430 forecasts completed (68.1%). PAYO finished in 0.6s. ETA: 24.0s. Rate: 342.80 forecasts/min
[2025-12-10T20:38:39.599709] [INFO ] [main      ] Fetching symbol history for MTEN...
[2025-12-10T20:38:39.599753] [DEBUG] [REMOTE    ] MTEN: Fetching historical data.
[2025-12-10T20:38:39.611260] [DEBUG] [REMOTE    ] MTEN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:39.612432] [DEBUG] [LOCAL     ] Loaded configuration for MTEN: 7 features, N/A% accuracy
[2025-12-10T20:38:39.612483] [INFO ] [LOCAL     ] MTEN: Loaded 7 optimal features with 38.69% confidence from JSON config
[2025-12-10T20:38:39.612514] [DEBUG] [MAG       ] Building data for symbol: MTEN with lookback: 0
[2025-12-10T20:38:39.613495] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:39.613556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:39.619188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:39.621047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:39.621544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:39.622020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:39.622414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:39.623260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:39.624723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:39.638488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:39.688489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:39.689378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:39.691373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:39.692365] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.873084] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:39.891015] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-10
[2025-12-10T20:38:39.956371] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-10T20:38:39.956438] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=63.3835%)
[2025-12-10T20:38:39.956901] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-10T20:38:39.956952] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-10T20:38:39.957658] [INFO ] [main      ] Progress: 294/430 forecasts completed (68.4%). S finished in 0.7s. ETA: 23.9s. Rate: 341.59 forecasts/min
[2025-12-10T20:38:39.967918] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:39.968876] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-10T20:38:39.968935] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-10T20:38:39.968966] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-10T20:38:39.969877] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:39.969943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:39.974859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:39.976924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:39.977400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:39.977833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:39.980314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:39.982137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:39.984499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:39.988919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:39.990787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:40.005008] [DEBUG] [MAG       ] MTEN: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.075567] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.097851] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.181317] [DEBUG] [MAG       ] MTEN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.211230] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-10T20:38:40.211312] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=45.9161%)
[2025-12-10T20:38:40.211776] [INFO ] [main      ] Progress: 295/430 forecasts completed (68.6%). ARM finished in 0.7s. ETA: 23.7s. Rate: 341.07 forecasts/min
[2025-12-10T20:38:40.211792] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-10T20:38:40.211858] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-10T20:38:40.223533] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.225639] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-10T20:38:40.225700] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-10T20:38:40.225737] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-10T20:38:40.226611] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:40.226673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:40.228455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:40.229031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:40.229441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:40.230397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:40.233033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:40.234130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:40.235341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:40.236445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:40.274980] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.279601] [INFO ] [LOCAL     ] MTEN: Saved forecast.
[2025-12-10T20:38:40.279668] [INFO ] [main      ] MTEN: Signal=1 (Conf=90.0%), Magnitude=-23.89% (Conf=38.6935%)
[2025-12-10T20:38:40.279984] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-10T20:38:40.280032] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-10T20:38:40.280954] [INFO ] [main      ] Progress: 296/430 forecasts completed (68.8%). MTEN finished in 0.7s. ETA: 23.5s. Rate: 341.77 forecasts/min
[2025-12-10T20:38:40.292903] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.293932] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-10T20:38:40.293984] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-10T20:38:40.294015] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-10T20:38:40.294799] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:40.294859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:40.300709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:40.302517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:40.303008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:40.303545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:40.303982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:40.306645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:40.343731] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.361630] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-10T20:38:40.361703] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=3.31% (Conf=57.6051%)
[2025-12-10T20:38:40.362067] [INFO ] [main      ] Fetching symbol history for WOK...
[2025-12-10T20:38:40.362122] [DEBUG] [REMOTE    ] WOK: Fetching historical data.
[2025-12-10T20:38:40.362663] [INFO ] [main      ] Progress: 297/430 forecasts completed (69.1%). SSYS finished in 0.8s. ETA: 23.3s. Rate: 342.39 forecasts/min
[2025-12-10T20:38:40.373404] [DEBUG] [REMOTE    ] WOK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.374320] [DEBUG] [LOCAL     ] Loaded configuration for WOK: 5 features, N/A% accuracy
[2025-12-10T20:38:40.374372] [INFO ] [LOCAL     ] WOK: Loaded 5 optimal features with 22.36% confidence from JSON config
[2025-12-10T20:38:40.374402] [DEBUG] [MAG       ] Building data for symbol: WOK with lookback: 0
[2025-12-10T20:38:40.375219] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:40.375279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:40.380122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:40.381972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:40.382442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:40.384449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:40.387342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:40.514435] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.579396] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-10T20:38:40.579461] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=60.5144%)
[2025-12-10T20:38:40.579640] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-10T20:38:40.579684] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-10T20:38:40.581680] [INFO ] [main      ] Progress: 298/430 forecasts completed (69.3%). CBUS finished in 0.6s. ETA: 23.2s. Rate: 342.10 forecasts/min
[2025-12-10T20:38:40.590328] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.591325] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-10T20:38:40.591379] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-10T20:38:40.591410] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-10T20:38:40.592261] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:40.592324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:40.594017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:40.594515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:40.594970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:40.595870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:40.602759] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.642216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:40.649935] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.719880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:40.720828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:40.722270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:40.736351] [DEBUG] [MAG       ] WOK: Last date is validated at 2025-12-10
[2025-12-10T20:38:40.780567] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.819500] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.873808] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-10T20:38:40.873875] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-8.58% (Conf=60.7904%)
[2025-12-10T20:38:40.874222] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-10T20:38:40.874272] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-10T20:38:40.874660] [INFO ] [main      ] Progress: 299/430 forecasts completed (69.5%). EZGO finished in 0.7s. ETA: 23.0s. Rate: 341.34 forecasts/min
[2025-12-10T20:38:40.886256] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.887230] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-10T20:38:40.887283] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-10T20:38:40.887313] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-10T20:38:40.888185] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:40.888254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:40.893171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:40.909501] [DEBUG] [MAG       ] WOK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:40.910638] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-10T20:38:40.910705] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=4.37% (Conf=51.7627%)
[2025-12-10T20:38:40.911358] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-10T20:38:40.911412] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-10T20:38:40.911662] [INFO ] [main      ] Progress: 300/430 forecasts completed (69.8%). NAMS finished in 0.6s. ETA: 22.8s. Rate: 342.24 forecasts/min
[2025-12-10T20:38:40.924400] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:40.925402] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-10T20:38:40.925459] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-10T20:38:40.925503] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-10T20:38:40.926382] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:40.926443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:40.931924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:40.933375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.013316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:41.014554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.075062] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-10
[2025-12-10T20:38:41.122809] [INFO ] [LOCAL     ] WOK: Saved forecast.
[2025-12-10T20:38:41.122875] [INFO ] [main      ] WOK: Signal=1 (Conf=90.0%), Magnitude=-70.18% (Conf=22.3641%)
[2025-12-10T20:38:41.123234] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-10T20:38:41.123285] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-10T20:38:41.123666] [INFO ] [main      ] Progress: 301/430 forecasts completed (70.0%). WOK finished in 0.8s. ETA: 22.6s. Rate: 342.00 forecasts/min
[2025-12-10T20:38:41.134689] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:41.135616] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-10T20:38:41.135665] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-10T20:38:41.135694] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-10T20:38:41.136505] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:41.136566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:41.141300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:41.143051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:41.143511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:41.147430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:41.185999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:41.187190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.251208] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:41.288926] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-10
[2025-12-10T20:38:41.334175] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-10T20:38:41.334239] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.5758%)
[2025-12-10T20:38:41.334398] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-10T20:38:41.334441] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-10T20:38:41.335270] [INFO ] [main      ] Progress: 302/430 forecasts completed (70.2%). WAVE finished in 0.8s. ETA: 22.5s. Rate: 341.76 forecasts/min
[2025-12-10T20:38:41.346163] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:41.348225] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-10T20:38:41.348278] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-10T20:38:41.348308] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-10T20:38:41.349116] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:41.349175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:41.354113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:41.362453] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-10
[2025-12-10T20:38:41.396151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:41.397195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:41.398099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:41.400046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:41.402075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:41.402807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.464725] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:41.535007] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:41.536820] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-10T20:38:41.536886] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=50.0943%)
[2025-12-10T20:38:41.537218] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-10T20:38:41.537268] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-10T20:38:41.537670] [INFO ] [main      ] Progress: 303/430 forecasts completed (70.5%). RCI finished in 0.6s. ETA: 22.3s. Rate: 341.59 forecasts/min
[2025-12-10T20:38:41.538310] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-10
[2025-12-10T20:38:41.548610] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:41.549713] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-10T20:38:41.550123] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-10T20:38:41.550158] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-10T20:38:41.550947] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:41.551009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:41.556338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:41.558131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:41.558613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:41.558990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:41.559856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:41.671597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:41.673546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:41.676653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.679281] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-10T20:38:41.679705] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=69.30% (Conf=51.6204%)
[2025-12-10T20:38:41.680045] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-10T20:38:41.680093] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-10T20:38:41.680665] [INFO ] [main      ] Progress: 304/430 forecasts completed (70.7%). MSTX finished in 0.8s. ETA: 22.1s. Rate: 341.80 forecasts/min
[2025-12-10T20:38:41.691547] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:41.692661] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-10T20:38:41.692712] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-10T20:38:41.692741] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-10T20:38:41.693493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:41.693553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:41.695607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:41.696311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:41.698958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:41.701616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:41.720022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:41.720885] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:41.722720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.777323] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-10
[2025-12-10T20:38:41.781044] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-10T20:38:41.781116] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=44.1829%)
[2025-12-10T20:38:41.781277] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-10T20:38:41.781320] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-10T20:38:41.784169] [INFO ] [main      ] Progress: 305/430 forecasts completed (70.9%). HYI finished in 0.7s. ETA: 21.9s. Rate: 342.26 forecasts/min
[2025-12-10T20:38:41.793471] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:41.794452] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-10T20:38:41.794511] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-10T20:38:41.794542] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-10T20:38:41.795441] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:41.795510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:41.798603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:41.799697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:41.878404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:41.883192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:41.884539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:41.886633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:41.888417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:41.889062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:41.890320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:41.892407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:41.969659] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.024890] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.065134] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-10T20:38:42.065200] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=38.7013%)
[2025-12-10T20:38:42.065555] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-10T20:38:42.065622] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-10T20:38:42.065667] [INFO ] [main      ] Progress: 306/430 forecasts completed (71.2%). SNN finished in 0.7s. ETA: 21.8s. Rate: 341.59 forecasts/min
[2025-12-10T20:38:42.070473] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.077530] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.079013] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-10T20:38:42.079066] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-10T20:38:42.079096] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-10T20:38:42.079944] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:42.080007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:42.081877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:42.082427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:42.083154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:42.083588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:42.085305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:42.087401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:42.088846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.207352] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.241606] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.260320] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.297993] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-10T20:38:42.298063] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=57.4262%)
[2025-12-10T20:38:42.298218] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-10T20:38:42.298260] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-10T20:38:42.300680] [INFO ] [main      ] Progress: 307/430 forecasts completed (71.4%). FTI finished in 0.8s. ETA: 21.6s. Rate: 341.21 forecasts/min
[2025-12-10T20:38:42.307657] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-10T20:38:42.307746] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=4.35% (Conf=44.3582%)
[2025-12-10T20:38:42.307909] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-10T20:38:42.307952] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-10T20:38:42.309667] [INFO ] [main      ] Progress: 308/430 forecasts completed (71.6%). DHX finished in 0.6s. ETA: 21.4s. Rate: 342.26 forecasts/min
[2025-12-10T20:38:42.309832] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.310835] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-10T20:38:42.310885] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-10T20:38:42.310915] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-10T20:38:42.311696] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:42.311754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:42.313410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:42.313921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:42.314301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:42.315503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.320156] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.321076] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-10T20:38:42.321128] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-10T20:38:42.321160] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-10T20:38:42.321962] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:42.322021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:42.323758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:42.324485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:42.325218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:42.326279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:42.327683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.434620] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.451130] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.532098] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-10T20:38:42.532167] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.6358%)
[2025-12-10T20:38:42.532328] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-10T20:38:42.532373] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-10T20:38:42.533052] [INFO ] [main      ] Progress: 309/430 forecasts completed (71.9%). AIG finished in 0.8s. ETA: 21.2s. Rate: 341.96 forecasts/min
[2025-12-10T20:38:42.543328] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.544497] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-10T20:38:42.544548] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-10T20:38:42.544617] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-10T20:38:42.545430] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:42.545493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:42.547697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:42.549792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:42.550391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:42.551565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:42.554022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.631557] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.672253] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.697214] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.712358] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-10T20:38:42.712425] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=55.49%)
[2025-12-10T20:38:42.712791] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-10T20:38:42.712841] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-10T20:38:42.713660] [INFO ] [main      ] Progress: 310/430 forecasts completed (72.1%). AMPX finished in 0.6s. ETA: 21.1s. Rate: 341.93 forecasts/min
[2025-12-10T20:38:42.724549] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.725532] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-10T20:38:42.725628] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-10T20:38:42.725662] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-10T20:38:42.726506] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-10T20:38:42.726590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:42.732188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:42.734237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:42.734776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:42.735223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:42.845254] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.857978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:42.861151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:42.862361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:42.863050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:42.863754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:42.885084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:42.887381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.908712] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-10
[2025-12-10T20:38:42.909766] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:42.910545] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-10T20:38:42.910627] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=56.5804%)
[2025-12-10T20:38:42.910984] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-10T20:38:42.911032] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-10T20:38:42.911659] [INFO ] [main      ] Progress: 311/430 forecasts completed (72.3%). BSVO finished in 0.6s. ETA: 20.9s. Rate: 341.79 forecasts/min
[2025-12-10T20:38:42.922955] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:42.924123] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-10T20:38:42.924179] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-10T20:38:42.924209] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-10T20:38:42.925186] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:42.925242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:42.925973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:42.998425] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-10T20:38:42.998490] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=59.1306%)
[2025-12-10T20:38:42.998985] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-10T20:38:42.999039] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-10T20:38:42.999668] [INFO ] [main      ] Progress: 312/430 forecasts completed (72.6%). PSCE finished in 0.7s. ETA: 20.7s. Rate: 342.33 forecasts/min
[2025-12-10T20:38:43.010429] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.011475] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-10T20:38:43.011530] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-10T20:38:43.011563] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-10T20:38:43.012445] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:43.012513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:43.018139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:43.020266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:43.021047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:43.021445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:43.026680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:43.029539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.085099] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:43.167042] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-10T20:38:43.167137] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=8.20% (Conf=64.7936%)
[2025-12-10T20:38:43.167637] [INFO ] [main      ] Progress: 313/430 forecasts completed (72.8%). MEI finished in 0.6s. ETA: 20.5s. Rate: 342.38 forecasts/min
[2025-12-10T20:38:43.167837] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-10T20:38:43.167903] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-10T20:38:43.183951] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.185246] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-10T20:38:43.185320] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-10T20:38:43.185385] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-10T20:38:43.186538] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:43.186642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:43.193636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:43.195570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.242993] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-10
[2025-12-10T20:38:43.266053] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-10
[2025-12-10T20:38:43.383868] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-10
[2025-12-10T20:38:43.424225] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:43.434688] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:43.491545] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-10T20:38:43.491625] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=22.5727%)
[2025-12-10T20:38:43.491993] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-10T20:38:43.492045] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-10T20:38:43.492660] [INFO ] [main      ] Progress: 314/430 forecasts completed (73.0%). CLCO finished in 0.6s. ETA: 20.4s. Rate: 341.45 forecasts/min
[2025-12-10T20:38:43.503328] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.505257] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-10T20:38:43.505310] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-10T20:38:43.505341] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-10T20:38:43.506125] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:43.506184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:43.511249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:43.513290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:43.513985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:43.514373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:43.515234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:43.517654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:43.538779] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-10
[2025-12-10T20:38:43.556968] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:43.566845] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-10T20:38:43.566919] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=55.6602%)
[2025-12-10T20:38:43.567088] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-10T20:38:43.567131] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-10T20:38:43.568658] [INFO ] [main      ] Progress: 315/430 forecasts completed (73.3%). NVDL finished in 0.9s. ETA: 20.2s. Rate: 342.07 forecasts/min
[2025-12-10T20:38:43.579215] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.581215] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-10T20:38:43.581269] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-10T20:38:43.581300] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-10T20:38:43.582322] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:43.582384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:43.584159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:43.584743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:43.585170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:43.585950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.623003] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-10T20:38:43.623068] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=67.98%)
[2025-12-10T20:38:43.623411] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-10T20:38:43.623460] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-10T20:38:43.623623] [INFO ] [main      ] Progress: 316/430 forecasts completed (73.5%). TDF finished in 0.6s. ETA: 20.0s. Rate: 342.81 forecasts/min
[2025-12-10T20:38:43.631943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:43.633212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.634684] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.635601] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-10T20:38:43.635654] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-10T20:38:43.635685] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-10T20:38:43.636466] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:43.636526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:43.638233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:43.638765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:43.639147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:43.640495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.709853] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:43.839816] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-10T20:38:43.839883] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=50.4893%)
[2025-12-10T20:38:43.840039] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-10T20:38:43.840087] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-10T20:38:43.840946] [INFO ] [main      ] Progress: 317/430 forecasts completed (73.7%). BNTX finished in 0.7s. ETA: 19.8s. Rate: 342.55 forecasts/min
[2025-12-10T20:38:43.851605] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:43.852484] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-10T20:38:43.852540] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-10T20:38:43.852589] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-10T20:38:43.853354] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:43.853417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:43.893359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:43.894997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:43.896099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:43.897961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:43.898431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:43.900081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:43.901203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:43.901921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:43.946997] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-10
[2025-12-10T20:38:43.986616] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.015365] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.121452] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.160861] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.223314] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.225466] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-10T20:38:44.225531] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=58.5696%)
[2025-12-10T20:38:44.225703] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-10T20:38:44.225747] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-10T20:38:44.226651] [INFO ] [main      ] Progress: 318/430 forecasts completed (74.0%). FBIN finished in 0.7s. ETA: 19.7s. Rate: 341.26 forecasts/min
[2025-12-10T20:38:44.236698] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.237885] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-10T20:38:44.238133] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-10T20:38:44.238166] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-10T20:38:44.239174] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:44.239238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:44.239606] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-10T20:38:44.239674] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=66.6938%)
[2025-12-10T20:38:44.240021] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-10T20:38:44.240069] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-10T20:38:44.240629] [INFO ] [main      ] Progress: 319/430 forecasts completed (74.2%). BOTZ finished in 0.6s. ETA: 19.5s. Rate: 342.25 forecasts/min
[2025-12-10T20:38:44.244616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:44.251568] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.252702] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-10T20:38:44.252754] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-10T20:38:44.252785] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-10T20:38:44.253750] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:44.253812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:44.254664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:44.256255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:44.257059] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.286367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:44.287772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:44.289194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:44.290305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:44.293021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:44.294788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:44.302855] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-10T20:38:44.302929] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=51.1453%)
[2025-12-10T20:38:44.303372] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-10T20:38:44.303423] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-10T20:38:44.303643] [INFO ] [main      ] Progress: 320/430 forecasts completed (74.4%). PPL finished in 0.8s. ETA: 19.2s. Rate: 342.94 forecasts/min
[2025-12-10T20:38:44.315223] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.316314] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-10T20:38:44.316365] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-10T20:38:44.316395] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-10T20:38:44.317195] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:44.317256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:44.322354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:44.324861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:44.325365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:44.325782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:44.328181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:44.410938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:44.412680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:44.432180] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.542755] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-10T20:38:44.543005] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=54.8989%)
[2025-12-10T20:38:44.543324] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-10T20:38:44.543373] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-10T20:38:44.544248] [INFO ] [main      ] Progress: 321/430 forecasts completed (74.7%). COLM finished in 0.7s. ETA: 19.1s. Rate: 342.53 forecasts/min
[2025-12-10T20:38:44.554282] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.555083] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-10T20:38:44.555133] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-10T20:38:44.555164] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-10T20:38:44.555964] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:44.556023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:44.561397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:44.563423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:44.563918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:44.564348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:44.610831] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.656119] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.771730] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.785091] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.831015] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.839150] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-10T20:38:44.839212] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=52.7941%)
[2025-12-10T20:38:44.839543] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-10T20:38:44.839608] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-10T20:38:44.839651] [INFO ] [main      ] Progress: 322/430 forecasts completed (74.9%). MMLP finished in 0.6s. ETA: 19.0s. Rate: 341.81 forecasts/min
[2025-12-10T20:38:44.851412] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.852447] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-10T20:38:44.852497] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-10T20:38:44.852529] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-10T20:38:44.853305] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:44.853363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:44.855997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:44.856801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:44.911193] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-10
[2025-12-10T20:38:44.930091] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-10T20:38:44.930154] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=51.5473%)
[2025-12-10T20:38:44.930311] [INFO ] [main      ] Fetching symbol history for FOF...
[2025-12-10T20:38:44.930354] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2025-12-10T20:38:44.931643] [INFO ] [main      ] Progress: 323/430 forecasts completed (75.1%). FIVN finished in 0.7s. ETA: 18.8s. Rate: 342.31 forecasts/min
[2025-12-10T20:38:44.940826] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:44.942097] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2025-12-10T20:38:44.942148] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2025-12-10T20:38:44.942179] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2025-12-10T20:38:44.942962] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:44.943025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:44.947667] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:44.947826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:44.951552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:44.952898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:44.954619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:44.955092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:44.956169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:44.958193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:44.964009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.043389] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-10T20:38:45.043454] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=61.4393%)
[2025-12-10T20:38:45.044048] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-10T20:38:45.044098] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-10T20:38:45.044679] [INFO ] [main      ] Progress: 324/430 forecasts completed (75.3%). ADC finished in 0.7s. ETA: 18.6s. Rate: 342.69 forecasts/min
[2025-12-10T20:38:45.056068] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.059312] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-10T20:38:45.059368] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-10T20:38:45.059398] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-10T20:38:45.060423] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:45.060482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:45.062535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:45.063271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:45.063735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:45.102031] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:45.105756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.211813] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-10
[2025-12-10T20:38:45.228852] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-10T20:38:45.228918] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=48.3497%)
[2025-12-10T20:38:45.229280] [INFO ] [main      ] Progress: 325/430 forecasts completed (75.6%). PLPC finished in 0.7s. ETA: 18.4s. Rate: 342.63 forecasts/min
[2025-12-10T20:38:45.229415] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-10T20:38:45.229458] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-10T20:38:45.242801] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.245420] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-10T20:38:45.245476] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-10T20:38:45.245509] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-10T20:38:45.246492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:45.246553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:45.248491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:45.249003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:45.249445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:45.250213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.322413] [DEBUG] [MAG       ] FOF: Last date is validated at 2025-12-10
[2025-12-10T20:38:45.390818] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:45.452898] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-10T20:38:45.452962] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=5.77% (Conf=57.584%)
[2025-12-10T20:38:45.453358] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-10T20:38:45.453410] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-10T20:38:45.453654] [INFO ] [main      ] Progress: 326/430 forecasts completed (75.8%). PRME finished in 0.6s. ETA: 18.2s. Rate: 342.33 forecasts/min
[2025-12-10T20:38:45.454556] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-10
[2025-12-10T20:38:45.466072] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.467118] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-10T20:38:45.467176] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-10T20:38:45.467208] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-10T20:38:45.468154] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:45.468225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:45.470160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:45.470798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:45.471931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:45.473530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:45.474710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.500532] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:45.564220] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2025-12-10T20:38:45.564292] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=54.4128%)
[2025-12-10T20:38:45.564456] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-10T20:38:45.564500] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-10T20:38:45.566664] [INFO ] [main      ] Progress: 327/430 forecasts completed (76.0%). FOF finished in 0.6s. ETA: 18.0s. Rate: 342.71 forecasts/min
[2025-12-10T20:38:45.575560] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.576691] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-10T20:38:45.576744] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-10T20:38:45.576774] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-10T20:38:45.577525] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:45.577605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:45.582557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:45.584332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:45.584824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:45.585356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:45.587647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:45.593822] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-10
[2025-12-10T20:38:45.624952] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:45.630825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:45.631809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:45.633738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.704613] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-10T20:38:45.704679] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=61.5832%)
[2025-12-10T20:38:45.704837] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-10T20:38:45.704878] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-10T20:38:45.706685] [INFO ] [main      ] Progress: 328/430 forecasts completed (76.3%). GSK finished in 0.7s. ETA: 17.8s. Rate: 342.92 forecasts/min
[2025-12-10T20:38:45.716064] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.717066] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-10T20:38:45.717116] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-10T20:38:45.717145] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-10T20:38:45.718134] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:45.718191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:45.722878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:45.723552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:45.724229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:45.726512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.765672] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:45.825309] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-10T20:38:45.825376] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=43.1452%)
[2025-12-10T20:38:45.825747] [INFO ] [main      ] Progress: 329/430 forecasts completed (76.5%). WNEB finished in 0.6s. ETA: 17.7s. Rate: 343.25 forecasts/min
[2025-12-10T20:38:45.825871] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-10T20:38:45.825913] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-10T20:38:45.827394] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-10
[2025-12-10T20:38:45.836667] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:45.837640] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-10T20:38:45.837698] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-10T20:38:45.837746] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-10T20:38:45.838514] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:45.838592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:45.843264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:45.845691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:45.980130] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.003052] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.062537] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.130018] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-10T20:38:46.130277] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=61.3405%)
[2025-12-10T20:38:46.130673] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-10T20:38:46.130724] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-10T20:38:46.131649] [INFO ] [main      ] Progress: 330/430 forecasts completed (76.7%). WB finished in 0.7s. ETA: 17.5s. Rate: 342.47 forecasts/min
[2025-12-10T20:38:46.143159] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:46.144310] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-10T20:38:46.144368] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-10T20:38:46.144401] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-10T20:38:46.145205] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:46.145268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:46.150809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:46.153094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:46.153596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:46.153987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:46.161165] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.188062] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.228417] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-10T20:38:46.228482] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=39.5106%)
[2025-12-10T20:38:46.228656] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-10T20:38:46.228701] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-10T20:38:46.231654] [INFO ] [main      ] Progress: 331/430 forecasts completed (77.0%). BGX finished in 0.7s. ETA: 17.3s. Rate: 342.91 forecasts/min
[2025-12-10T20:38:46.232332] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.239538] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:46.241079] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-10T20:38:46.241130] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-10T20:38:46.241161] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-10T20:38:46.241939] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:46.242001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:46.243683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:46.244182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:46.245077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:46.247434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:46.276612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:46.279022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:46.302220] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-10T20:38:46.302284] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=51.7215%)
[2025-12-10T20:38:46.302643] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-10T20:38:46.302692] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-10T20:38:46.303622] [INFO ] [main      ] Progress: 332/430 forecasts completed (77.2%). BLZE finished in 0.6s. ETA: 17.1s. Rate: 343.52 forecasts/min
[2025-12-10T20:38:46.314602] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:46.315751] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-10T20:38:46.315806] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-10T20:38:46.315836] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-10T20:38:46.316811] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-10T20:38:46.330101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:46.361418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:46.361529] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.362365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:46.363167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:46.414179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:46.445368] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-10T20:38:46.445435] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=47.8289%)
[2025-12-10T20:38:46.445833] [INFO ] [main      ] Progress: 333/430 forecasts completed (77.4%). NTB finished in 0.6s. ETA: 16.9s. Rate: 343.72 forecasts/min
[2025-12-10T20:38:46.446157] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-10T20:38:46.446202] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-10T20:38:46.457453] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:46.458724] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-10T20:38:46.458792] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-10T20:38:46.458831] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-10T20:38:46.459657] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:46.459716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:46.501326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:46.667666] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.720402] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.775539] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.838620] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.843006] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-10
[2025-12-10T20:38:46.897732] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-10T20:38:46.897800] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=5.34% (Conf=56.916%)
[2025-12-10T20:38:46.898235] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-10T20:38:46.898188] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:46.898285] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-10T20:38:46.898655] [INFO ] [main      ] Progress: 334/430 forecasts completed (77.7%). TBI finished in 0.6s. ETA: 16.8s. Rate: 342.08 forecasts/min
[2025-12-10T20:38:46.909977] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:46.911170] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-10T20:38:46.911227] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-10T20:38:46.911258] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-10T20:38:46.912079] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:46.912154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:46.913027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:46.913742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:46.914535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:46.918987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:46.920401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:46.951679] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.011563] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.018370] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-10T20:38:47.018437] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=48.3931%)
[2025-12-10T20:38:47.018616] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-10T20:38:47.018664] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-10T20:38:47.018666] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-10T20:38:47.018742] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=5.37% (Conf=52.909%)
[2025-12-10T20:38:47.018923] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-10T20:38:47.018971] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-10T20:38:47.019650] [INFO ] [main      ] Progress: 335/430 forecasts completed (77.9%). KTB finished in 0.8s. ETA: 16.6s. Rate: 342.40 forecasts/min
[2025-12-10T20:38:47.019768] [INFO ] [main      ] Progress: 336/430 forecasts completed (78.1%). STKL finished in 0.9s. ETA: 16.4s. Rate: 343.42 forecasts/min
[2025-12-10T20:38:47.030448] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.030877] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.031525] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-10T20:38:47.031616] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-10T20:38:47.031650] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-10T20:38:47.031716] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-10T20:38:47.031782] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-10T20:38:47.031824] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-10T20:38:47.032458] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:47.032515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:47.032613] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:47.032678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:47.034449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:47.035199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:47.035663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:47.036504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:47.037455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:47.037608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.037979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:47.039102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:47.040799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:47.041895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:47.042700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.090317] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-10T20:38:47.090382] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=48.7735%)
[2025-12-10T20:38:47.090728] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-10T20:38:47.090783] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-10T20:38:47.091669] [INFO ] [main      ] Progress: 337/430 forecasts completed (78.4%). HPQ finished in 0.6s. ETA: 16.2s. Rate: 344.02 forecasts/min
[2025-12-10T20:38:47.102851] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.103759] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-10T20:38:47.103815] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-10T20:38:47.103845] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-10T20:38:47.104631] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:47.104687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:47.105674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.267569] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-10
[2025-12-10T20:38:47.380873] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-10
[2025-12-10T20:38:47.392523] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-10
[2025-12-10T20:38:47.437058] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.447550] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-10
[2025-12-10T20:38:47.550133] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-10T20:38:47.550196] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=56.1825%)
[2025-12-10T20:38:47.550713] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-10T20:38:47.550762] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-10T20:38:47.551656] [INFO ] [main      ] Progress: 338/430 forecasts completed (78.6%). CHCO finished in 0.7s. ETA: 16.1s. Rate: 342.36 forecasts/min
[2025-12-10T20:38:47.555245] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.561288] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.562589] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.563706] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-10T20:38:47.563759] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-10T20:38:47.563791] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-10T20:38:47.564600] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-10T20:38:47.564979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:47.570051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:47.571129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:47.572957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:47.573443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:47.574503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:47.576153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:47.576866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:47.577594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:47.578920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:47.585228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.618923] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:47.627437] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-10T20:38:47.627514] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=49.9389%)
[2025-12-10T20:38:47.627909] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-10T20:38:47.627960] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-10T20:38:47.628653] [INFO ] [main      ] Progress: 339/430 forecasts completed (78.8%). PSNL finished in 0.6s. ETA: 15.9s. Rate: 342.93 forecasts/min
[2025-12-10T20:38:47.639827] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.640833] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-10T20:38:47.640903] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-10T20:38:47.640935] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-10T20:38:47.641755] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:47.641816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:47.643508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:47.644032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:47.644421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.649504] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-10T20:38:47.649583] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=46.1699%)
[2025-12-10T20:38:47.649752] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-10T20:38:47.649804] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-10T20:38:47.651021] [INFO ] [main      ] Progress: 340/430 forecasts completed (79.1%). NCLH finished in 0.6s. ETA: 15.7s. Rate: 343.81 forecasts/min
[2025-12-10T20:38:47.660620] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.661332] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-10T20:38:47.661381] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-10T20:38:47.661411] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-10T20:38:47.662197] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:47.662257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:47.667405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:47.669200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:47.669693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:47.670127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:47.670509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:47.672908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:47.685416] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-10T20:38:47.685481] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=20.64% (Conf=47.3769%)
[2025-12-10T20:38:47.685865] [INFO ] [main      ] Progress: 341/430 forecasts completed (79.3%). CPIX finished in 0.6s. ETA: 15.5s. Rate: 344.62 forecasts/min
[2025-12-10T20:38:47.685993] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-10T20:38:47.686036] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-10T20:38:47.697407] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:47.698623] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-10T20:38:47.698999] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-10T20:38:47.699037] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-10T20:38:47.699868] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:47.699932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:47.714115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.816244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:47.817250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:47.894434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:47.933884] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-10
[2025-12-10T20:38:47.996466] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.072238] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.106361] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.172540] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.234530] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-10T20:38:48.234610] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=51.0686%)
[2025-12-10T20:38:48.234977] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-10T20:38:48.235026] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-10T20:38:48.235660] [INFO ] [main      ] Progress: 342/430 forecasts completed (79.5%). BROS finished in 0.7s. ETA: 15.4s. Rate: 342.46 forecasts/min
[2025-12-10T20:38:48.244925] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-10T20:38:48.244989] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=47.7839%)
[2025-12-10T20:38:48.244937] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.245362] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-10T20:38:48.245412] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-10T20:38:48.245639] [INFO ] [main      ] Progress: 343/430 forecasts completed (79.8%). DEA finished in 0.6s. ETA: 15.2s. Rate: 343.40 forecasts/min
[2025-12-10T20:38:48.246367] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.247649] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-10T20:38:48.247706] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-10T20:38:48.247770] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-10T20:38:48.248557] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:48.248633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:48.250493] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.253292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:48.254226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:48.256333] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.257172] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-10T20:38:48.257221] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-10T20:38:48.257251] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-10T20:38:48.258066] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:48.258126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:48.263074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:48.264873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:48.265364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:48.265777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:48.266517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:48.267163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:48.270166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.306717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.316218] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-10T20:38:48.316283] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=53.6327%)
[2025-12-10T20:38:48.316444] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-10T20:38:48.316489] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-10T20:38:48.317671] [INFO ] [main      ] Progress: 344/430 forecasts completed (80.0%). CMSA finished in 0.7s. ETA: 15.0s. Rate: 343.99 forecasts/min
[2025-12-10T20:38:48.328143] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.328997] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-10T20:38:48.329052] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-10T20:38:48.329084] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-10T20:38:48.329899] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:48.329963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:48.331692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:48.332203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:48.333451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:48.335285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:48.338568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:38:48.339268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.425261] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.526937] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-10T20:38:48.527164] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=58.5755%)
[2025-12-10T20:38:48.527483] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-10T20:38:48.527534] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-10T20:38:48.528728] [INFO ] [main      ] Progress: 345/430 forecasts completed (80.2%). NATH finished in 0.8s. ETA: 14.8s. Rate: 343.78 forecasts/min
[2025-12-10T20:38:48.540150] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.541239] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-10T20:38:48.541290] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-10T20:38:48.541321] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-10T20:38:48.542120] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:48.542180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:48.546941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:48.548768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:48.549247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:48.550040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:48.550746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.623482] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.655943] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.689297] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.796907] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.830469] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.858387] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-10T20:38:48.858450] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=34.0092%)
[2025-12-10T20:38:48.858800] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-10T20:38:48.858850] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-10T20:38:48.859660] [INFO ] [main      ] Progress: 346/430 forecasts completed (80.5%). PMVP finished in 0.6s. ETA: 14.7s. Rate: 342.90 forecasts/min
[2025-12-10T20:38:48.865984] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:48.869840] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.870831] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-10T20:38:48.870881] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-10T20:38:48.870911] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-10T20:38:48.871654] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:48.871713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:48.872399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:48.874136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:48.876823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:48.877893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:48.879317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.896702] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-10
[2025-12-10T20:38:48.902233] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-10T20:38:48.902298] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=46.8929%)
[2025-12-10T20:38:48.902689] [INFO ] [main      ] Progress: 347/430 forecasts completed (80.7%). BUSE finished in 0.7s. ETA: 14.5s. Rate: 343.64 forecasts/min
[2025-12-10T20:38:48.902818] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-10T20:38:48.902859] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-10T20:38:48.915999] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.917006] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-10T20:38:48.917062] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-10T20:38:48.917093] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-10T20:38:48.918047] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:48.918109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:48.923344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:48.924627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:48.925493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:48.965968] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-10T20:38:48.966034] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=-4.24% (Conf=46.68%)
[2025-12-10T20:38:48.966406] [INFO ] [main      ] Progress: 348/430 forecasts completed (80.9%). DOCN finished in 0.6s. ETA: 14.3s. Rate: 344.27 forecasts/min
[2025-12-10T20:38:48.966534] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-10T20:38:48.966591] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-10T20:38:48.976741] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:48.977651] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-10T20:38:48.977705] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-10T20:38:48.977764] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-10T20:38:48.978536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:48.978612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:48.980275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:48.980810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:48.981840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:48.982446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:49.066337] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:49.145519] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-10T20:38:49.145611] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-4.44% (Conf=59.3556%)
[2025-12-10T20:38:49.145968] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-10T20:38:49.146018] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-10T20:38:49.147655] [INFO ] [main      ] Progress: 349/430 forecasts completed (81.2%). CPNG finished in 0.6s. ETA: 14.1s. Rate: 344.23 forecasts/min
[2025-12-10T20:38:49.158309] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:49.159411] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-10T20:38:49.159467] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-10T20:38:49.159498] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-10T20:38:49.160278] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:49.160339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:49.162027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:49.162523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:49.162980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:49.163738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:49.223253] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.279651] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.319535] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.393191] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:49.463070] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:49.466652] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-10T20:38:49.466721] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=63.9339%)
[2025-12-10T20:38:49.467250] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-10T20:38:49.467300] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-10T20:38:49.468660] [INFO ] [main      ] Progress: 350/430 forecasts completed (81.4%). GOOS finished in 0.6s. ETA: 14.0s. Rate: 343.40 forecasts/min
[2025-12-10T20:38:49.479000] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:49.480046] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-10T20:38:49.480098] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-10T20:38:49.480129] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-10T20:38:49.480924] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:49.480985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:49.482655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:49.483145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:49.483525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:49.485536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:49.487918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:38:49.489276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:49.489330] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:49.503540] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.545757] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-10T20:38:49.545821] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=63.5111%)
[2025-12-10T20:38:49.546156] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-10T20:38:49.546206] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-10T20:38:49.546181] [INFO ] [main      ] Progress: 351/430 forecasts completed (81.6%). KOP finished in 0.6s. ETA: 13.8s. Rate: 343.95 forecasts/min
[2025-12-10T20:38:49.558180] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:49.559005] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-10T20:38:49.559054] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-10T20:38:49.559083] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-10T20:38:49.559869] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:49.559928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:49.564623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:49.566342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:49.566838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:49.567253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:49.569589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-10T20:38:49.570902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:49.576430] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-10T20:38:49.576493] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=65.6887%)
[2025-12-10T20:38:49.576667] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-10T20:38:49.576711] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-10T20:38:49.577931] [INFO ] [main      ] Progress: 352/430 forecasts completed (81.9%). USVM finished in 0.6s. ETA: 13.6s. Rate: 344.75 forecasts/min
[2025-12-10T20:38:49.587759] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:49.588648] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-10T20:38:49.588719] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-10T20:38:49.588750] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-10T20:38:49.589508] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:49.589568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:49.591462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:49.591984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:49.592413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:49.592820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:49.593643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:49.594741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:49.672478] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:49.831908] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.880928] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-10T20:38:49.880994] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=56.96%)
[2025-12-10T20:38:49.881325] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-10T20:38:49.881374] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-10T20:38:49.881659] [INFO ] [main      ] Progress: 353/430 forecasts completed (82.1%). TPL finished in 0.7s. ETA: 13.4s. Rate: 344.03 forecasts/min
[2025-12-10T20:38:49.891975] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:49.893525] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-10T20:38:49.893595] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-10T20:38:49.893629] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-10T20:38:49.894391] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:49.894450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:49.896294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:49.896809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:49.897389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:49.897820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:49.914499] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.936372] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-10
[2025-12-10T20:38:49.937139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:49.937924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.007564] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.069804] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-10T20:38:50.069872] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=23.8657%)
[2025-12-10T20:38:50.070320] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-10T20:38:50.070374] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-10T20:38:50.070648] [INFO ] [main      ] Progress: 354/430 forecasts completed (82.3%). GLBS finished in 0.6s. ETA: 13.3s. Rate: 343.94 forecasts/min
[2025-12-10T20:38:50.082007] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.083088] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-10T20:38:50.083143] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-10T20:38:50.083175] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-10T20:38:50.084007] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:50.084068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:50.089476] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.089535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:50.091398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:50.091916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:50.093446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.108858] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.176830] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-10T20:38:50.176894] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=67.7545%)
[2025-12-10T20:38:50.177246] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-10T20:38:50.177295] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-10T20:38:50.177272] [INFO ] [main      ] Progress: 355/430 forecasts completed (82.6%). LWAY finished in 0.6s. ETA: 13.1s. Rate: 344.32 forecasts/min
[2025-12-10T20:38:50.189378] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.190501] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-10T20:38:50.190552] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-10T20:38:50.190603] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-10T20:38:50.191569] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:50.191644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:50.193502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:50.194203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:50.280745] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-10
[2025-12-10T20:38:50.320803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.377607] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-10T20:38:50.377674] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=63.3836%)
[2025-12-10T20:38:50.378092] [INFO ] [main      ] Progress: 356/430 forecasts completed (82.8%). DORM finished in 0.8s. ETA: 12.9s. Rate: 344.17 forecasts/min
[2025-12-10T20:38:50.378217] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-10T20:38:50.378258] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-10T20:38:50.388831] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.389941] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-10T20:38:50.389993] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-10T20:38:50.390024] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-10T20:38:50.390807] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:50.390867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:50.392558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:50.393092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:50.393476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:50.395108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:50.396205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:50.396885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.449819] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-10
[2025-12-10T20:38:50.451054] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.511671] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-10T20:38:50.511734] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=48.8237%)
[2025-12-10T20:38:50.512091] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-10T20:38:50.512141] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-10T20:38:50.512660] [INFO ] [main      ] Progress: 357/430 forecasts completed (83.0%). OFS finished in 0.6s. ETA: 12.7s. Rate: 344.39 forecasts/min
[2025-12-10T20:38:50.523807] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.524946] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-10T20:38:50.525000] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-10T20:38:50.525030] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-10T20:38:50.525855] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:50.525916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:50.530751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:50.531462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:50.533184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.637609] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.673484] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-10
[2025-12-10T20:38:50.717468] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-10T20:38:50.717533] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=5.53% (Conf=57.1727%)
[2025-12-10T20:38:50.717996] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-10T20:38:50.718048] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-10T20:38:50.719658] [INFO ] [main      ] Progress: 358/430 forecasts completed (83.3%). DRMA finished in 0.6s. ETA: 12.6s. Rate: 344.21 forecasts/min
[2025-12-10T20:38:50.729767] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.730970] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-10T20:38:50.731022] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-10T20:38:50.731089] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-10T20:38:50.731923] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:50.731990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:50.737289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:50.751891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:50.755503] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-10
[2025-12-10T20:38:50.854894] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.895008] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-10
[2025-12-10T20:38:50.916086] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-10T20:38:50.916151] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=47.3066%)
[2025-12-10T20:38:50.916853] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-10T20:38:50.916904] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-10T20:38:50.918521] [INFO ] [main      ] Progress: 359/430 forecasts completed (83.5%). PAGS finished in 0.7s. ETA: 12.4s. Rate: 344.08 forecasts/min
[2025-12-10T20:38:50.928262] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:50.928352] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:50.929218] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-10T20:38:50.929279] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-10T20:38:50.929310] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-10T20:38:50.930100] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:50.930176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:50.931890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:50.932432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:50.934379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:50.935554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.070290] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.073111] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-10T20:38:51.073177] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=59.7344%)
[2025-12-10T20:38:51.073337] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-10T20:38:51.073380] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-10T20:38:51.074069] [INFO ] [main      ] Progress: 360/430 forecasts completed (83.7%). AGX finished in 0.7s. ETA: 12.2s. Rate: 344.18 forecasts/min
[2025-12-10T20:38:51.084654] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.085673] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-10T20:38:51.085724] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-10T20:38:51.085754] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-10T20:38:51.086512] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-10T20:38:51.086594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:51.088975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:51.089970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:51.092642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:51.093927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:51.096911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:51.098949] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.099762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:51.101499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:51.101983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:51.103409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:51.105382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:51.111304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.173900] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-10T20:38:51.173968] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=48.4788%)
[2025-12-10T20:38:51.174656] [INFO ] [main      ] Progress: 361/430 forecasts completed (84.0%). IRMD finished in 0.7s. ETA: 12.0s. Rate: 344.58 forecasts/min
[2025-12-10T20:38:51.174335] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-10T20:38:51.177536] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-10T20:38:51.189213] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.190734] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-10T20:38:51.190792] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-10T20:38:51.190825] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-10T20:38:51.191656] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:51.191733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:51.196774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:51.197844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:51.241103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:51.242619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:51.243354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:38:51.245218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:51.248546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.270215] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.272844] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.387299] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-10T20:38:51.387363] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=63.9205%)
[2025-12-10T20:38:51.387836] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-10T20:38:51.387888] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-10T20:38:51.388662] [INFO ] [main      ] Progress: 362/430 forecasts completed (84.2%). RBLX finished in 0.7s. ETA: 11.8s. Rate: 344.37 forecasts/min
[2025-12-10T20:38:51.398874] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.399923] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-10T20:38:51.399974] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-10T20:38:51.400005] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-10T20:38:51.400784] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:51.400842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:51.401538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:51.403489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:51.417669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.442930] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.513798] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-10T20:38:51.513862] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=61.2954%)
[2025-12-10T20:38:51.514211] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-10T20:38:51.514260] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-10T20:38:51.514680] [INFO ] [main      ] Progress: 363/430 forecasts completed (84.4%). AMLX finished in 0.6s. ETA: 11.7s. Rate: 344.63 forecasts/min
[2025-12-10T20:38:51.526178] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.527306] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-10T20:38:51.527355] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-10T20:38:51.527384] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-10T20:38:51.528184] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:51.528244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:51.532923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:51.534547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:51.536464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:51.540502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.551245] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.595846] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.725347] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.760707] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.770963] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.835554] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-10T20:38:51.835638] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-2.45% (Conf=53.4311%)
[2025-12-10T20:38:51.835796] [INFO ] [main      ] Fetching symbol history for MEGL...
[2025-12-10T20:38:51.835839] [DEBUG] [REMOTE    ] MEGL: Fetching historical data.
[2025-12-10T20:38:51.836925] [INFO ] [main      ] Progress: 364/430 forecasts completed (84.7%). AWRE finished in 0.7s. ETA: 11.5s. Rate: 343.83 forecasts/min
[2025-12-10T20:38:51.847137] [DEBUG] [REMOTE    ] MEGL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.848919] [DEBUG] [LOCAL     ] Loaded configuration for MEGL: 3 features, N/A% accuracy
[2025-12-10T20:38:51.848972] [INFO ] [LOCAL     ] MEGL: Loaded 3 optimal features with 68.53% confidence from JSON config
[2025-12-10T20:38:51.849002] [DEBUG] [MAG       ] Building data for symbol: MEGL with lookback: 0
[2025-12-10T20:38:51.849999] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:51.850057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:51.850977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:51.851884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:51.854983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.875647] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-10
[2025-12-10T20:38:51.881586] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-10T20:38:51.881655] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=59.876%)
[2025-12-10T20:38:51.882025] [INFO ] [main      ] Progress: 365/430 forecasts completed (84.9%). TXN finished in 0.8s. ETA: 11.3s. Rate: 344.53 forecasts/min
[2025-12-10T20:38:51.882170] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-10T20:38:51.882216] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-10T20:38:51.892930] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:51.893792] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-10T20:38:51.893849] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-10T20:38:51.893881] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-10T20:38:51.894719] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:51.894781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:51.899621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:51.900645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:51.901331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-10T20:38:51.904496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:51.907761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:51.909502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:51.939380] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:51.999717] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-10T20:38:51.999791] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=54.9535%)
[2025-12-10T20:38:52.000231] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-10T20:38:52.000282] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-10T20:38:52.000672] [INFO ] [main      ] Progress: 366/430 forecasts completed (85.1%). BGRN finished in 0.6s. ETA: 11.1s. Rate: 344.83 forecasts/min
[2025-12-10T20:38:52.012856] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.013919] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-10T20:38:52.013971] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-10T20:38:52.014001] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-10T20:38:52.014795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:52.014853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:52.015703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:52.018126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:52.018877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:52.020470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.041870] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:52.140486] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-10T20:38:52.140551] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=53.3817%)
[2025-12-10T20:38:52.140942] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-10T20:38:52.140991] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-10T20:38:52.141671] [INFO ] [main      ] Progress: 367/430 forecasts completed (85.3%). BMRN finished in 0.6s. ETA: 11.0s. Rate: 345.00 forecasts/min
[2025-12-10T20:38:52.153308] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.155386] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-10T20:38:52.155437] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-10T20:38:52.155467] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-10T20:38:52.156258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:52.156316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:52.161405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:52.214157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.223767] [DEBUG] [MAG       ] MEGL: Last date is validated at 2025-12-10
[2025-12-10T20:38:52.265871] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-10
[2025-12-10T20:38:52.371137] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-10
[2025-12-10T20:38:52.395558] [DEBUG] [MAG       ] MEGL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:52.437834] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:52.454783] [INFO ] [LOCAL     ] MEGL: Saved forecast.
[2025-12-10T20:38:52.454850] [INFO ] [main      ] MEGL: Signal=1 (Conf=90.0%), Magnitude=-5.89% (Conf=68.5281%)
[2025-12-10T20:38:52.455234] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-10T20:38:52.455286] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-10T20:38:52.455664] [INFO ] [main      ] Progress: 368/430 forecasts completed (85.6%). MEGL finished in 0.6s. ETA: 10.8s. Rate: 344.25 forecasts/min
[2025-12-10T20:38:52.466510] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.467412] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-10T20:38:52.467487] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-10T20:38:52.467523] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-10T20:38:52.468382] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:52.468444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:52.470189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:52.470770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-10T20:38:52.472132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.542342] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:52.564013] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-10T20:38:52.564077] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=3.74% (Conf=56.3402%)
[2025-12-10T20:38:52.564298] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-10T20:38:52.564342] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-10T20:38:52.565033] [INFO ] [main      ] Progress: 369/430 forecasts completed (85.8%). BBCP finished in 0.7s. ETA: 10.6s. Rate: 344.60 forecasts/min
[2025-12-10T20:38:52.572908] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-10
[2025-12-10T20:38:52.575899] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.577013] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-10T20:38:52.577062] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-10T20:38:52.577093] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-10T20:38:52.577915] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:52.577988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:52.579662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:52.580164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:52.581799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.617366] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-10T20:38:52.617431] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-4.08% (Conf=49.3574%)
[2025-12-10T20:38:52.617827] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-10T20:38:52.617883] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-10T20:38:52.618657] [INFO ] [main      ] Progress: 370/430 forecasts completed (86.0%). UPWK finished in 0.6s. ETA: 10.4s. Rate: 345.24 forecasts/min
[2025-12-10T20:38:52.629662] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.630835] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-10T20:38:52.630886] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-10T20:38:52.630916] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-10T20:38:52.631732] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:52.631792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:52.636863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:52.676625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:52.678750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:52.680983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:52.682166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.745213] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:52.822281] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-10
[2025-12-10T20:38:52.891377] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-10T20:38:52.891438] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=4.85% (Conf=49.4823%)
[2025-12-10T20:38:52.891608] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-10T20:38:52.891650] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-10T20:38:52.894628] [INFO ] [main      ] Progress: 371/430 forecasts completed (86.3%). MOH finished in 0.8s. ETA: 10.3s. Rate: 344.70 forecasts/min
[2025-12-10T20:38:52.902890] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:52.903947] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-10T20:38:52.903997] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-10T20:38:52.904027] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-10T20:38:52.904801] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:52.904858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:52.909905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:52.910689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:52.913187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:52.914172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:52.923789] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.026898] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.069252] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.114217] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.153866] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-10T20:38:53.153936] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=61.961%)
[2025-12-10T20:38:53.154282] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-10T20:38:53.154334] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-10T20:38:53.154313] [INFO ] [main      ] Progress: 372/430 forecasts completed (86.5%). FC finished in 0.7s. ETA: 10.1s. Rate: 344.24 forecasts/min
[2025-12-10T20:38:53.165557] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.166533] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-10T20:38:53.166614] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-10T20:38:53.166649] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-10T20:38:53.167449] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:53.167509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:53.172440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:53.174274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:53.174772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:53.175161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.181026] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-10T20:38:53.181094] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=3.70% (Conf=67.6768%)
[2025-12-10T20:38:53.181254] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-10T20:38:53.181297] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-10T20:38:53.181964] [INFO ] [main      ] Progress: 373/430 forecasts completed (86.7%). SHEN finished in 0.6s. ETA: 9.9s. Rate: 345.02 forecasts/min
[2025-12-10T20:38:53.192725] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.193657] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-10T20:38:53.193726] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-10T20:38:53.193759] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-10T20:38:53.194596] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:53.194660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:53.197000] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.197139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:53.198945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:53.241126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:53.243518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:53.254396] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.262242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.299869] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-10T20:38:53.299934] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=45.1902%)
[2025-12-10T20:38:53.300282] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-10T20:38:53.300330] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-10T20:38:53.300676] [INFO ] [main      ] Progress: 374/430 forecasts completed (87.0%). TD finished in 0.7s. ETA: 9.7s. Rate: 345.31 forecasts/min
[2025-12-10T20:38:53.311372] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.312552] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-10T20:38:53.312625] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-10T20:38:53.312657] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-10T20:38:53.313429] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-10T20:38:53.313494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:53.318230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:53.319038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:53.319853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:53.320832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:53.368939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:53.369776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:53.370417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:53.372161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:53.372653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-10T20:38:53.373724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-10T20:38:53.375691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.421797] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.522901] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.601924] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-10T20:38:53.601988] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=58.5776%)
[2025-12-10T20:38:53.602337] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-10T20:38:53.602386] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-10T20:38:53.603064] [INFO ] [main      ] Progress: 375/430 forecasts completed (87.2%). DJCO finished in 0.7s. ETA: 9.6s. Rate: 344.63 forecasts/min
[2025-12-10T20:38:53.613337] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.614436] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-10T20:38:53.614486] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-10T20:38:53.614516] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-10T20:38:53.615290] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:53.615347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:53.620061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:53.621292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.629446] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.695229] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.719004] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.794501] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-10T20:38:53.794585] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=41.621%)
[2025-12-10T20:38:53.794750] [INFO ] [main      ] Fetching symbol history for GRND...
[2025-12-10T20:38:53.794796] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2025-12-10T20:38:53.797659] [INFO ] [main      ] Progress: 376/430 forecasts completed (87.4%). BYD finished in 0.6s. ETA: 9.4s. Rate: 344.53 forecasts/min
[2025-12-10T20:38:53.806406] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.807411] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2025-12-10T20:38:53.807463] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-10T20:38:53.807496] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2025-12-10T20:38:53.808347] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:53.808408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:53.813672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:53.814647] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.814754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.892377] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:53.892481] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-10T20:38:53.892547] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=-3.08% (Conf=48.8376%)
[2025-12-10T20:38:53.892740] [INFO ] [main      ] Fetching symbol history for ARHS...
[2025-12-10T20:38:53.892783] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2025-12-10T20:38:53.893925] [INFO ] [main      ] Progress: 377/430 forecasts completed (87.7%). SRI finished in 0.7s. ETA: 9.2s. Rate: 344.94 forecasts/min
[2025-12-10T20:38:53.904804] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:53.905892] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2025-12-10T20:38:53.905954] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2025-12-10T20:38:53.905987] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2025-12-10T20:38:53.906892] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:53.906954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:53.908703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:53.909218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:53.960671] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-10
[2025-12-10T20:38:53.994416] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-10T20:38:53.994485] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=70.1268%)
[2025-12-10T20:38:53.994831] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-10T20:38:53.994881] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-10T20:38:53.995627] [INFO ] [main      ] Progress: 378/430 forecasts completed (87.9%). BWIN finished in 0.7s. ETA: 9.0s. Rate: 345.31 forecasts/min
[2025-12-10T20:38:54.005214] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.006291] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-10T20:38:54.006343] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-10T20:38:54.006374] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-10T20:38:54.007306] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:54.007366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:54.012265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:54.014081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:54.014559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:54.014968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:54.015713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.132549] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:54.177026] [DEBUG] [MAG       ] GRND: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.197337] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-10T20:38:54.197400] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=7.79% (Conf=55.7434%)
[2025-12-10T20:38:54.197789] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-10T20:38:54.198345] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-10T20:38:54.199628] [INFO ] [main      ] Progress: 379/430 forecasts completed (88.1%). DTIL finished in 0.6s. ETA: 8.9s. Rate: 345.16 forecasts/min
[2025-12-10T20:38:54.209906] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.211068] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-10T20:38:54.211121] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-10T20:38:54.211152] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-10T20:38:54.212062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:54.212123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:54.213851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:54.214361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:54.214758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:38:54.220741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.264522] [DEBUG] [MAG       ] ARHS: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.351396] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:54.367950] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.427654] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2025-12-10T20:38:54.428043] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=53.7369%)
[2025-12-10T20:38:54.429152] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-10T20:38:54.429207] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-10T20:38:54.429638] [INFO ] [main      ] Progress: 380/430 forecasts completed (88.4%). GRND finished in 0.6s. ETA: 8.7s. Rate: 344.86 forecasts/min
[2025-12-10T20:38:54.442231] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.442853] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:54.443160] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-10T20:38:54.443219] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-10T20:38:54.443251] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-10T20:38:54.444079] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:54.444145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:54.445891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:54.446402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:54.446819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:54.447748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:54.448543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:54.449738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:54.451374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:54.452008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.515853] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2025-12-10T20:38:54.515920] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=54.1669%)
[2025-12-10T20:38:54.516085] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-10T20:38:54.516129] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-10T20:38:54.517003] [INFO ] [main      ] Progress: 381/430 forecasts completed (88.6%). ARHS finished in 0.6s. ETA: 8.5s. Rate: 345.31 forecasts/min
[2025-12-10T20:38:54.529015] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.530879] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-10T20:38:54.530938] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-10T20:38:54.530968] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-10T20:38:54.531935] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:54.531996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:54.536769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:54.538133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:54.541453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.555351] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:54.565431] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.668919] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-10T20:38:54.669011] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=52.1701%)
[2025-12-10T20:38:54.669455] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-10T20:38:54.669521] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-10T20:38:54.669624] [INFO ] [main      ] Progress: 382/430 forecasts completed (88.8%). SOCL finished in 0.7s. ETA: 8.3s. Rate: 345.42 forecasts/min
[2025-12-10T20:38:54.685917] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.686943] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-10T20:38:54.687010] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-10T20:38:54.687052] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-10T20:38:54.688113] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:54.688200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:54.689346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:54.746421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.755372] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:54.810904] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.816150] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-10T20:38:54.816214] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=47.3624%)
[2025-12-10T20:38:54.816369] [INFO ] [main      ] Fetching symbol history for EKSO...
[2025-12-10T20:38:54.816411] [DEBUG] [REMOTE    ] EKSO: Fetching historical data.
[2025-12-10T20:38:54.817627] [INFO ] [main      ] Progress: 383/430 forecasts completed (89.1%). RES finished in 0.6s. ETA: 8.2s. Rate: 345.56 forecasts/min
[2025-12-10T20:38:54.827428] [DEBUG] [REMOTE    ] EKSO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:54.828541] [DEBUG] [LOCAL     ] Loaded configuration for EKSO: 1 features, N/A% accuracy
[2025-12-10T20:38:54.828615] [INFO ] [LOCAL     ] EKSO: Loaded 1 optimal features with 62.40% confidence from JSON config
[2025-12-10T20:38:54.828649] [DEBUG] [MAG       ] Building data for symbol: EKSO with lookback: 0
[2025-12-10T20:38:54.829431] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:54.829488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:54.834990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:54.907058] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-10
[2025-12-10T20:38:54.995678] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.089765] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-10T20:38:55.089830] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=38.7848%)
[2025-12-10T20:38:55.090185] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-10T20:38:55.090235] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-10T20:38:55.090630] [INFO ] [main      ] Progress: 384/430 forecasts completed (89.3%). CADE finished in 0.7s. ETA: 8.0s. Rate: 345.04 forecasts/min
[2025-12-10T20:38:55.100214] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.101855] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.102914] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-10T20:38:55.102971] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-10T20:38:55.103004] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-10T20:38:55.103840] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:55.103902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:55.109366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:55.111305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:55.127252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.172347] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-10T20:38:55.172410] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=54.6429%)
[2025-12-10T20:38:55.172582] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-10T20:38:55.172626] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-10T20:38:55.173264] [INFO ] [main      ] Progress: 385/430 forecasts completed (89.5%). SAFE finished in 0.7s. ETA: 7.8s. Rate: 345.51 forecasts/min
[2025-12-10T20:38:55.174022] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-10
[2025-12-10T20:38:55.183955] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.184852] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-10T20:38:55.184908] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-10T20:38:55.184937] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-10T20:38:55.185714] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:55.185776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:55.187426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:55.188009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:55.188392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:55.192504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:55.193668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:55.195707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:55.198540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.212516] [DEBUG] [MAG       ] EKSO: Last date is validated at 2025-12-10
[2025-12-10T20:38:55.348879] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.402758] [DEBUG] [MAG       ] EKSO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.440748] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-10T20:38:55.440814] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=63.9359%)
[2025-12-10T20:38:55.441148] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-10T20:38:55.441196] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-10T20:38:55.441661] [INFO ] [main      ] Progress: 386/430 forecasts completed (89.8%). HSAI finished in 0.8s. ETA: 7.7s. Rate: 345.03 forecasts/min
[2025-12-10T20:38:55.453319] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.454071] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-10T20:38:55.454121] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-10T20:38:55.454152] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-10T20:38:55.454952] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:55.455020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:55.457389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:55.457957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:55.458604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:55.459008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:55.459935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-10T20:38:55.460660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.476060] [INFO ] [LOCAL     ] EKSO: Saved forecast.
[2025-12-10T20:38:55.476127] [INFO ] [main      ] EKSO: Signal=1 (Conf=90.0%), Magnitude=15.24% (Conf=62.4031%)
[2025-12-10T20:38:55.476502] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-10T20:38:55.476553] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-10T20:38:55.476647] [INFO ] [main      ] Progress: 387/430 forecasts completed (90.0%). EKSO finished in 0.7s. ETA: 7.5s. Rate: 345.74 forecasts/min
[2025-12-10T20:38:55.489711] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.490967] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-10T20:38:55.491018] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-10T20:38:55.491048] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-10T20:38:55.491853] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:55.491912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:55.496265] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-10
[2025-12-10T20:38:55.496663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:55.498455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:55.498932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:55.558018] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-10
[2025-12-10T20:38:55.616346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:55.620039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.679171] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.730529] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.752023] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-10T20:38:55.752092] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=54.2686%)
[2025-12-10T20:38:55.752463] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-10T20:38:55.752515] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-10T20:38:55.753654] [INFO ] [main      ] Progress: 388/430 forecasts completed (90.2%). AMPL finished in 0.7s. ETA: 7.3s. Rate: 345.21 forecasts/min
[2025-12-10T20:38:55.764497] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.766006] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-10T20:38:55.766064] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-10T20:38:55.766096] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-10T20:38:55.766993] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:55.767058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:55.772294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:55.773282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:38:55.774534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:38:55.775407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.809568] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-10
[2025-12-10T20:38:55.810570] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-10T20:38:55.810660] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-7.65% (Conf=56.5528%)
[2025-12-10T20:38:55.810818] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-10T20:38:55.810860] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-10T20:38:55.811998] [INFO ] [main      ] Progress: 389/430 forecasts completed (90.5%). JELD finished in 0.6s. ETA: 7.1s. Rate: 345.80 forecasts/min
[2025-12-10T20:38:55.821537] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:55.822491] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-10T20:38:55.822540] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-10T20:38:55.822593] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-10T20:38:55.823344] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:55.823402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:55.825075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:55.825589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:55.826015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:55.826407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:55.827191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:55.991426] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:55.992206] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.055440] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-10T20:38:56.055510] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=67.991%)
[2025-12-10T20:38:56.055684] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-10T20:38:56.055728] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-10T20:38:56.057680] [INFO ] [main      ] Progress: 390/430 forecasts completed (90.7%). XRX finished in 0.6s. ETA: 6.9s. Rate: 345.43 forecasts/min
[2025-12-10T20:38:56.066996] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:56.068220] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-10T20:38:56.068271] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-10T20:38:56.068309] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-10T20:38:56.069105] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:56.069171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:56.073908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:56.075665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:56.076137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:38:56.114301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:56.115336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:38:56.117004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:56.121932] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.166586] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.170526] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.298883] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.299033] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-10T20:38:56.299108] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=50.7726%)
[2025-12-10T20:38:56.299700] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-10T20:38:56.299756] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-10T20:38:56.300656] [INFO ] [main      ] Progress: 391/430 forecasts completed (90.9%). DHI finished in 0.8s. ETA: 6.8s. Rate: 345.08 forecasts/min
[2025-12-10T20:38:56.312462] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:56.313529] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-10T20:38:56.313601] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-10T20:38:56.313635] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-10T20:38:56.314430] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:56.314493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:56.316254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:56.316813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:56.317270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:56.318229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:56.340087] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.387364] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-10T20:38:56.387430] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-10.55% (Conf=52.0271%)
[2025-12-10T20:38:56.387851] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-10T20:38:56.387902] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-10T20:38:56.387883] [INFO ] [main      ] Progress: 392/430 forecasts completed (91.2%). ARVN finished in 0.6s. ETA: 6.6s. Rate: 345.52 forecasts/min
[2025-12-10T20:38:56.399082] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:56.400216] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-10T20:38:56.400266] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-10T20:38:56.400296] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-10T20:38:56.401123] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:56.401181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:56.406014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:56.407030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:56.415220] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-10T20:38:56.415281] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-3.73% (Conf=56.0055%)
[2025-12-10T20:38:56.415439] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-10T20:38:56.415482] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-10T20:38:56.416158] [INFO ] [main      ] Progress: 393/430 forecasts completed (91.4%). LAES finished in 0.6s. ETA: 6.4s. Rate: 346.26 forecasts/min
[2025-12-10T20:38:56.427699] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:56.428817] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-10T20:38:56.428870] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-10T20:38:56.428902] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-10T20:38:56.429743] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:56.429802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:56.434682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:56.436526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-10T20:38:56.437696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:56.451545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:38:56.452831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:56.453466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:56.456347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:56.463381] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.634895] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.717136] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-10T20:38:56.717212] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=59.3805%)
[2025-12-10T20:38:56.717554] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-10T20:38:56.717622] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-10T20:38:56.717658] [INFO ] [main      ] Progress: 394/430 forecasts completed (91.6%). HOG finished in 0.7s. ETA: 6.2s. Rate: 345.61 forecasts/min
[2025-12-10T20:38:56.728650] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:56.729652] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-10T20:38:56.729714] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-10T20:38:56.729745] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-10T20:38:56.730515] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:56.730592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:56.732638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:56.733145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:38:56.750926] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.782676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-10T20:38:56.784797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-10T20:38:56.785872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:56.786046] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.820298] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-10
[2025-12-10T20:38:56.917177] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.962906] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:56.993050] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-10T20:38:56.993115] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=53.4251%)
[2025-12-10T20:38:56.993488] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-10T20:38:56.993539] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-10T20:38:56.993554] [INFO ] [main      ] Progress: 395/430 forecasts completed (91.9%). CVEO finished in 0.6s. ETA: 6.1s. Rate: 345.09 forecasts/min
[2025-12-10T20:38:57.005094] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.006655] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-10T20:38:57.006711] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-10T20:38:57.006742] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-10T20:38:57.007744] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:57.007812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:57.009919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:57.010633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:57.011075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:57.017154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.050154] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-10T20:38:57.050219] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=64.9168%)
[2025-12-10T20:38:57.050383] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-10T20:38:57.050426] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-10T20:38:57.051094] [INFO ] [main      ] Progress: 396/430 forecasts completed (92.1%). ED finished in 0.6s. ETA: 5.9s. Rate: 345.68 forecasts/min
[2025-12-10T20:38:57.053633] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:57.061841] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.062741] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-10T20:38:57.062792] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-10T20:38:57.062821] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-10T20:38:57.063622] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:38:57.063680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:57.064397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.135505] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-10
[2025-12-10T20:38:57.144077] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-10T20:38:57.144142] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=55.9998%)
[2025-12-10T20:38:57.144291] [INFO ] [main      ] Fetching symbol history for WGO...
[2025-12-10T20:38:57.144332] [DEBUG] [REMOTE    ] WGO: Fetching historical data.
[2025-12-10T20:38:57.145665] [INFO ] [main      ] Progress: 397/430 forecasts completed (92.3%). ASA finished in 0.8s. ETA: 5.7s. Rate: 346.07 forecasts/min
[2025-12-10T20:38:57.155319] [DEBUG] [REMOTE    ] WGO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.156477] [DEBUG] [LOCAL     ] Loaded configuration for WGO: 3 features, N/A% accuracy
[2025-12-10T20:38:57.156532] [INFO ] [LOCAL     ] WGO: Loaded 3 optimal features with 42.90% confidence from JSON config
[2025-12-10T20:38:57.156562] [DEBUG] [MAG       ] Building data for symbol: WGO with lookback: 0
[2025-12-10T20:38:57.157362] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:57.157422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:57.162321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:57.240554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:38:57.241439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.359718] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-10
[2025-12-10T20:38:57.370868] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:57.406653] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-10
[2025-12-10T20:38:57.475961] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-10T20:38:57.476029] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=66.095%)
[2025-12-10T20:38:57.476358] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-10T20:38:57.476408] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-10T20:38:57.476663] [INFO ] [main      ] Progress: 398/430 forecasts completed (92.6%). GSHD finished in 0.8s. ETA: 5.6s. Rate: 345.28 forecasts/min
[2025-12-10T20:38:57.487532] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.488556] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-10T20:38:57.488629] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-10T20:38:57.488661] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-10T20:38:57.489456] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:57.489514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:57.494279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:57.496355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.526342] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:57.576835] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:57.585846] [DEBUG] [MAG       ] WGO: Last date is validated at 2025-12-10
[2025-12-10T20:38:57.599338] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-10T20:38:57.599403] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=6.73% (Conf=48.352%)
[2025-12-10T20:38:57.599852] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-10T20:38:57.599903] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-10T20:38:57.599898] [INFO ] [main      ] Progress: 399/430 forecasts completed (92.8%). SLN finished in 0.6s. ETA: 5.4s. Rate: 345.54 forecasts/min
[2025-12-10T20:38:57.611205] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.612187] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-10T20:38:57.612241] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-10T20:38:57.612271] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-10T20:38:57.613143] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:57.613206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:57.618131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:57.619040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:57.621820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:57.625890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-10T20:38:57.628728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.629050] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-10T20:38:57.629114] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=23.6865%)
[2025-12-10T20:38:57.629293] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-10T20:38:57.629336] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-10T20:38:57.630003] [INFO ] [main      ] Progress: 400/430 forecasts completed (93.0%). VGSH finished in 0.6s. ETA: 5.2s. Rate: 346.25 forecasts/min
[2025-12-10T20:38:57.640627] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.641752] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-10T20:38:57.641804] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-10T20:38:57.641836] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-10T20:38:57.642671] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:38:57.642732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:57.644422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:57.645316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:57.645728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:38:57.729201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:57.734278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:57.736556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:38:57.737690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.762560] [DEBUG] [MAG       ] WGO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:57.849596] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-10
[2025-12-10T20:38:57.856282] [INFO ] [LOCAL     ] WGO: Saved forecast.
[2025-12-10T20:38:57.856344] [INFO ] [main      ] WGO: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=42.9021%)
[2025-12-10T20:38:57.856700] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-10T20:38:57.856750] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-10T20:38:57.857684] [INFO ] [main      ] Progress: 401/430 forecasts completed (93.3%). WGO finished in 0.7s. ETA: 5.0s. Rate: 345.98 forecasts/min
[2025-12-10T20:38:57.867995] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:57.869094] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-10T20:38:57.869145] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-10T20:38:57.869176] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-10T20:38:57.869972] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:38:57.870045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:57.870780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:38:57.871406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:57.984046] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.029232] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.101101] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-10T20:38:58.101165] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=3.01% (Conf=52.2565%)
[2025-12-10T20:38:58.101322] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.101536] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-10T20:38:58.101601] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-10T20:38:58.101650] [INFO ] [main      ] Progress: 402/430 forecasts completed (93.5%). SDA finished in 0.6s. ETA: 4.9s. Rate: 345.63 forecasts/min
[2025-12-10T20:38:58.113030] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.114127] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-10T20:38:58.114192] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-10T20:38:58.114234] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-10T20:38:58.115187] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:38:58.115252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:58.117059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:58.117600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:58.118068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:38:58.119789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:58.120622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:58.121865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-10T20:38:58.122659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-10T20:38:58.123854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.159064] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.221524] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.233461] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-10T20:38:58.233526] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=54.0617%)
[2025-12-10T20:38:58.233996] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-10T20:38:58.234055] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-10T20:38:58.234697] [INFO ] [main      ] Progress: 403/430 forecasts completed (93.7%). PX finished in 0.6s. ETA: 4.7s. Rate: 345.83 forecasts/min
[2025-12-10T20:38:58.246163] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.247095] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-10T20:38:58.247144] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-10T20:38:58.247174] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-10T20:38:58.248012] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:38:58.248075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:58.253025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:58.254848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:58.255330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:58.255820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:58.256234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:58.258588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:58.259365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:58.260871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-10T20:38:58.264724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.287065] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.349177] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-10T20:38:58.349243] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=59.7414%)
[2025-12-10T20:38:58.349400] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-10T20:38:58.349442] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-10T20:38:58.350124] [INFO ] [main      ] Progress: 404/430 forecasts completed (94.0%). SCM finished in 0.7s. ETA: 4.5s. Rate: 346.12 forecasts/min
[2025-12-10T20:38:58.359685] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.360796] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-10T20:38:58.360848] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-10T20:38:58.360879] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-10T20:38:58.361655] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:38:58.361714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:58.366761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:58.367558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:58.369550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:58.371268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.397938] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.458593] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-10T20:38:58.458659] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=-1.98% (Conf=56.3068%)
[2025-12-10T20:38:58.459004] [INFO ] [main      ] Progress: 405/430 forecasts completed (94.2%). ASTL finished in 0.6s. ETA: 4.3s. Rate: 346.44 forecasts/min
[2025-12-10T20:38:58.459130] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-10T20:38:58.459171] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-10T20:38:58.470542] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.471720] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-10T20:38:58.471781] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-10T20:38:58.471813] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-10T20:38:58.472627] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:58.472686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:58.473788] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.477604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:58.479465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:58.479980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-10T20:38:58.480678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-10T20:38:58.482763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.612186] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.644839] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.727249] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.738849] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-10T20:38:58.738917] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=56.2885%)
[2025-12-10T20:38:58.739292] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-10T20:38:58.739346] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-10T20:38:58.740635] [INFO ] [main      ] Progress: 406/430 forecasts completed (94.4%). RARE finished in 0.6s. ETA: 4.2s. Rate: 345.90 forecasts/min
[2025-12-10T20:38:58.750680] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.751673] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-10T20:38:58.751731] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-10T20:38:58.751764] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-10T20:38:58.752611] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:58.752672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:58.753436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:58.755686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:38:58.756930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.784074] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.836864] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-10
[2025-12-10T20:38:58.883295] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-10T20:38:58.883517] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=53.3053%)
[2025-12-10T20:38:58.883976] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-10T20:38:58.884032] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-10T20:38:58.884677] [INFO ] [main      ] Progress: 407/430 forecasts completed (94.7%). FOXA finished in 0.6s. ETA: 4.0s. Rate: 346.05 forecasts/min
[2025-12-10T20:38:58.896152] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.897273] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-10T20:38:58.897327] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-10T20:38:58.897357] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-10T20:38:58.898229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:58.898289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:58.899983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:58.900489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:58.902880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:58.903866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:58.904511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:58.915603] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:58.977966] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-10T20:38:58.978031] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=41.5907%)
[2025-12-10T20:38:58.978383] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-10T20:38:58.978434] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-10T20:38:58.978622] [INFO ] [main      ] Progress: 408/430 forecasts completed (94.9%). HYXF finished in 0.6s. ETA: 3.8s. Rate: 346.44 forecasts/min
[2025-12-10T20:38:58.988850] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:58.990043] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-10T20:38:58.990104] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-10T20:38:58.990135] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-10T20:38:58.990914] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:58.990974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:58.996386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:38:59.038010] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:59.112717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-10T20:38:59.113994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:38:59.114826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-10T20:38:59.114883] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.117933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:38:59.132905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.175997] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-10T20:38:59.176060] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=57.3855%)
[2025-12-10T20:38:59.176366] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-10T20:38:59.176413] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-10T20:38:59.177295] [INFO ] [main      ] Progress: 409/430 forecasts completed (95.1%). CMI finished in 0.7s. ETA: 3.6s. Rate: 346.31 forecasts/min
[2025-12-10T20:38:59.188535] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:59.189383] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-10T20:38:59.189437] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-10T20:38:59.189469] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-10T20:38:59.190254] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:59.190315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:59.195210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:38:59.196064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:59.196918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:59.199558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:38:59.200803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:38:59.202845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.289780] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:59.350735] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.440940] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-10T20:38:59.441009] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=55.3794%)
[2025-12-10T20:38:59.441343] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-10T20:38:59.441391] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-10T20:38:59.441661] [INFO ] [main      ] Progress: 410/430 forecasts completed (95.3%). DRLL finished in 0.7s. ETA: 3.5s. Rate: 345.87 forecasts/min
[2025-12-10T20:38:59.452777] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:59.453659] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-10T20:38:59.453726] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-10T20:38:59.453769] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-10T20:38:59.454638] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:59.454703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:59.459815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:59.461648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:38:59.462142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:38:59.466477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-10T20:38:59.468035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:38:59.471018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.479255] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.517226] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:59.548119] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.597830] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-10T20:38:59.597896] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=61.8475%)
[2025-12-10T20:38:59.598388] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-10T20:38:59.598441] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-10T20:38:59.598398] [INFO ] [main      ] Progress: 411/430 forecasts completed (95.6%). ENVX finished in 0.7s. ETA: 3.3s. Rate: 345.95 forecasts/min
[2025-12-10T20:38:59.609706] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:59.610801] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-10T20:38:59.610853] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-10T20:38:59.610884] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-10T20:38:59.611675] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:38:59.611736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:59.613386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:59.613917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:59.614305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:38:59.616646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-10T20:38:59.618246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.648033] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:59.719131] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:38:59.730759] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-10T20:38:59.730824] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=51.32%)
[2025-12-10T20:38:59.730987] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-10T20:38:59.731029] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-10T20:38:59.732662] [INFO ] [main      ] Progress: 412/430 forecasts completed (95.8%). GEN finished in 0.8s. ETA: 3.1s. Rate: 346.14 forecasts/min
[2025-12-10T20:38:59.741564] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:59.742483] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-10T20:38:59.742533] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-10T20:38:59.742563] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-10T20:38:59.743352] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:38:59.743412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:59.748145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:38:59.750157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:38:59.750730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:38:59.751120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-10T20:38:59.751992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:59.753935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.816333] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.863880] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-10T20:38:59.863948] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=65.5803%)
[2025-12-10T20:38:59.864292] [INFO ] [main      ] Progress: 413/430 forecasts completed (96.0%). SATS finished in 0.7s. ETA: 2.9s. Rate: 346.34 forecasts/min
[2025-12-10T20:38:59.864414] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-10T20:38:59.864454] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-10T20:38:59.878059] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:38:59.878892] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-10T20:38:59.878948] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-10T20:38:59.878979] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-10T20:38:59.879750] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-10T20:38:59.879807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:38:59.884425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:38:59.886410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-10T20:38:59.888801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:38:59.951069] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-10
[2025-12-10T20:38:59.987398] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.062154] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-10T20:39:00.062244] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=15.21% (Conf=51.3107%)
[2025-12-10T20:39:00.062699] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-10T20:39:00.064656] [INFO ] [main      ] Progress: 414/430 forecasts completed (96.3%). PSQH finished in 0.6s. ETA: 2.8s. Rate: 346.21 forecasts/min
[2025-12-10T20:39:00.062763] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-10T20:39:00.078363] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.080077] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-10T20:39:00.080136] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-10T20:39:00.080170] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-10T20:39:00.080977] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-10T20:39:00.081041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:00.083017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:00.083730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:00.084157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:39:00.114824] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.121825] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.205857] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-10T20:39:00.205923] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=51.7312%)
[2025-12-10T20:39:00.205922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:39:00.206351] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-10T20:39:00.206403] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-10T20:39:00.206668] [INFO ] [main      ] Progress: 415/430 forecasts completed (96.5%). ARMK finished in 0.6s. ETA: 2.6s. Rate: 346.36 forecasts/min
[2025-12-10T20:39:00.209282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-10T20:39:00.210012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-10T20:39:00.212979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:39:00.214548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:00.218141] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.219520] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-10T20:39:00.219598] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-10T20:39:00.219632] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-10T20:39:00.220491] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-10T20:39:00.220551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:39:00.221159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:39:00.223403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:00.244014] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.285486] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.385055] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-10T20:39:00.385120] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=11.82% (Conf=60.0262%)
[2025-12-10T20:39:00.385276] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-10T20:39:00.385319] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-10T20:39:00.386682] [INFO ] [main      ] Progress: 416/430 forecasts completed (96.7%). AZTA finished in 0.7s. ETA: 2.4s. Rate: 346.33 forecasts/min
[2025-12-10T20:39:00.395849] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.396770] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-10T20:39:00.396826] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-10T20:39:00.396860] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-10T20:39:00.397896] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:39:00.397957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:00.399905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:00.400418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:00.400856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:39:00.401839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:39:00.403096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:00.423519] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.503347] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-10T20:39:00.503437] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=48.9021%)
[2025-12-10T20:39:00.503906] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-10T20:39:00.503974] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-10T20:39:00.504644] [INFO ] [main      ] Progress: 417/430 forecasts completed (97.0%). HERO finished in 0.6s. ETA: 2.3s. Rate: 346.59 forecasts/min
[2025-12-10T20:39:00.516657] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.517818] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-10T20:39:00.517880] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-10T20:39:00.517912] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-10T20:39:00.518719] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:39:00.518779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:39:00.523609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:00.525405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:00.526239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:00.526645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:00.567542] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.576529] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.749317] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.755500] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:00.846944] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-10T20:39:00.847008] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=66.5492%)
[2025-12-10T20:39:00.847176] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-10T20:39:00.847219] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-10T20:39:00.847937] [INFO ] [main      ] Progress: 418/430 forecasts completed (97.2%). WH finished in 0.6s. ETA: 2.1s. Rate: 345.78 forecasts/min
[2025-12-10T20:39:00.858729] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.862618] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-10T20:39:00.862674] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-10T20:39:00.862705] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-10T20:39:00.863481] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-10T20:39:00.863544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:39:00.871467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:00.875407] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.876250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:39:00.876743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:00.877178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:39:00.882686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-10T20:39:00.883096] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-10
[2025-12-10T20:39:00.883325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-10T20:39:00.887711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:00.904681] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-10T20:39:00.904742] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=66.1376%)
[2025-12-10T20:39:00.905124] [INFO ] [main      ] Progress: 419/430 forecasts completed (97.4%). FCX finished in 0.8s. ETA: 1.9s. Rate: 346.33 forecasts/min
[2025-12-10T20:39:00.905255] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-10T20:39:00.905461] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-10T20:39:00.917147] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:00.918361] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-10T20:39:00.918418] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-10T20:39:00.918449] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-10T20:39:00.919260] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:39:00.919320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-10T20:39:00.919970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:39:00.921042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:00.922950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-10T20:39:00.928720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:01.097679] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:01.188950] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-10T20:39:01.189016] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=54.9336%)
[2025-12-10T20:39:01.189401] [INFO ] [main      ] Progress: 420/430 forecasts completed (97.7%). CTS finished in 0.7s. ETA: 1.7s. Rate: 345.81 forecasts/min
[2025-12-10T20:39:01.189603] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-10T20:39:01.189652] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-10T20:39:01.203333] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:01.204545] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-10T20:39:01.204626] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-10T20:39:01.204659] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-10T20:39:01.205532] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-10T20:39:01.205612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-10T20:39:01.206675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:01.210553] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:01.279893] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-10T20:39:01.283225] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=52.4915%)
[2025-12-10T20:39:01.283614] [INFO ] [main      ] Progress: 421/430 forecasts completed (97.9%). CZWI finished in 0.9s. ETA: 1.6s. Rate: 346.18 forecasts/min
[2025-12-10T20:39:01.283796] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-10T20:39:01.283843] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-10T20:39:01.296477] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:01.298619] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-10T20:39:01.298674] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-10T20:39:01.298704] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-10T20:39:01.299468] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:39:01.299531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:39:01.307503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-10T20:39:01.311517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-10T20:39:01.316834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-10T20:39:01.339701] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-10
[2025-12-10T20:39:01.453603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:39:01.456019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-10T20:39:01.497138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-10T20:39:01.537898] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-10
[2025-12-10T20:39:01.546841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:39:01.549214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:39:01.550007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:01.564167] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:01.632289] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-10
[2025-12-10T20:39:01.662238] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-10T20:39:01.662306] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-7.55% (Conf=59.8429%)
[2025-12-10T20:39:01.662470] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-10T20:39:01.662513] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-10T20:39:01.662909] [INFO ] [main      ] Progress: 422/430 forecasts completed (98.1%). EVH finished in 0.8s. ETA: 1.4s. Rate: 345.21 forecasts/min
[2025-12-10T20:39:01.674847] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:01.679653] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-10T20:39:01.679791] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-10T20:39:01.679827] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-10T20:39:01.680963] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:39:01.681031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:39:01.692716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:39:01.694197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-10T20:39:01.775030] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:01.791214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-10T20:39:01.792172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:39:01.793246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-10T20:39:01.795201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:01.831089] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:01.838140] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-10T20:39:01.838209] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=58.6258%)
[2025-12-10T20:39:01.838370] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-10T20:39:01.838414] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-10T20:39:01.838865] [INFO ] [main      ] Progress: 423/430 forecasts completed (98.4%). STTK finished in 1.0s. ETA: 1.2s. Rate: 345.20 forecasts/min
[2025-12-10T20:39:01.849993] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:01.851375] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-10T20:39:01.851437] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-10T20:39:01.851470] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-10T20:39:01.852517] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-10T20:39:01.852604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-10T20:39:01.858144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:01.859962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:01.860479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:01.860899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-10T20:39:01.862960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:39:01.865375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:01.998498] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-10T20:39:01.998563] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-16.98% (Conf=37.298%)
[2025-12-10T20:39:01.998946] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-10T20:39:01.998996] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-10T20:39:01.999707] [INFO ] [main      ] Progress: 424/430 forecasts completed (98.6%). PLRX finished in 0.8s. ETA: 1.0s. Rate: 345.26 forecasts/min
[2025-12-10T20:39:02.012682] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:02.013822] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-10T20:39:02.013874] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-10T20:39:02.013904] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-10T20:39:02.014901] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-10T20:39:02.014962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-10T20:39:02.016394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-10T20:39:02.017836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-10T20:39:02.022651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-10T20:39:02.024654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-10T20:39:02.032680] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.039648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:02.156753] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.236026] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.243404] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:02.339679] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-10T20:39:02.339745] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=55.5577%)
[2025-12-10T20:39:02.339905] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-10T20:39:02.339947] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-10T20:39:02.341111] [INFO ] [main      ] Progress: 425/430 forecasts completed (98.8%). FIBK finished in 1.1s. ETA: 0.9s. Rate: 344.48 forecasts/min
[2025-12-10T20:39:02.344164] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:02.351252] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:02.352367] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-10T20:39:02.352424] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-10T20:39:02.352455] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-10T20:39:02.353487] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-10T20:39:02.353547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:02.355429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:02.355964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:02.356499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:39:02.358510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:02.403161] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.419921] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:02.432164] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-10T20:39:02.432242] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=5.19% (Conf=74.0614%)
[2025-12-10T20:39:02.432438] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-10T20:39:02.432496] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-10T20:39:02.433663] [INFO ] [main      ] Progress: 426/430 forecasts completed (99.1%). DOMO finished in 0.8s. ETA: 0.7s. Rate: 344.86 forecasts/min
[2025-12-10T20:39:02.446448] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-10T20:39:02.447523] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-10T20:39:02.447651] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-10T20:39:02.447712] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-10T20:39:02.448758] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-10T20:39:02.448839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-10T20:39:02.451099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-10T20:39:02.451780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-10T20:39:02.452280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-10T20:39:02.454912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-10T20:39:02.455411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-10T20:39:02.456462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-10T20:39:02.458357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-10T20:39:02.459792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-10T20:39:02.460675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-10T20:39:02.504651] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-10T20:39:02.504726] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=51.3729%)
[2025-12-10T20:39:02.506668] [INFO ] [main      ] Progress: 427/430 forecasts completed (99.3%). RF finished in 0.7s. ETA: 0.5s. Rate: 345.33 forecasts/min
[2025-12-10T20:39:02.580964] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:02.651362] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-10T20:39:02.651426] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=53.2527%)
[2025-12-10T20:39:02.652673] [INFO ] [main      ] Progress: 428/430 forecasts completed (99.5%). REAX finished in 0.7s. ETA: 0.3s. Rate: 345.46 forecasts/min
[2025-12-10T20:39:02.710198] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.839325] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-10
[2025-12-10T20:39:02.879928] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:03.025993] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-11
[2025-12-10T20:39:03.052150] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-10T20:39:03.052213] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=45.5943%)
[2025-12-10T20:39:03.052749] [INFO ] [main      ] Progress: 429/430 forecasts completed (99.8%). MCO finished in 0.7s. ETA: 0.2s. Rate: 344.41 forecasts/min
[2025-12-10T20:39:03.093781] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-10T20:39:03.093852] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-12-10T20:39:03.094358] [INFO ] [main      ] Progress: 430/430 forecasts completed (100.0%). OPP finished in 0.7s. ETA: 0.0s. Rate: 345.02 forecasts/min
[2025-12-10T20:39:03.125513] [INFO ] [main      ] Parallel forecast generation completed in 1m 15s. Processed 430 forecasts.
[2025-12-10T20:39:03.125692] [INFO ] [main      ] Generated and saved 430 forecast pairs.
[2025-12-10T20:39:03.983821] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (430/430 @ 100.00%)'
[2025-12-10T20:39:03.985059] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-10T20:39:03.985119] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-10T20:39:03.985515] [INFO ] [main      ] Found 18 forecast dates
[2025-12-10T20:39:03.985551] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-10T20:39:04.101990] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-10T20:39:04.104622] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-10T20:39:04.104740] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-10T20:39:04.219939] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-10T20:39:04.230845] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-10T20:39:04.230968] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-10T20:39:04.346855] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-10T20:39:04.348658] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-10T20:39:04.348760] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-10T20:39:04.445653] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-10T20:39:04.447129] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-10T20:39:04.447216] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-10T20:39:04.541198] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-10T20:39:04.563104] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-10T20:39:04.563498] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-10T20:39:04.687996] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-10T20:39:04.689963] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-10T20:39:04.690081] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-10T20:39:04.820744] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-10T20:39:04.823217] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-10T20:39:04.823332] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-10T20:39:04.926040] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-10T20:39:04.927708] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-10T20:39:04.927822] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-10T20:39:05.138771] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-10T20:39:05.142160] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-10T20:39:05.142337] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-10T20:39:05.334959] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-10T20:39:05.337898] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-10T20:39:05.338060] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-10T20:39:05.527824] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-10T20:39:05.530474] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-10T20:39:05.530630] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-10T20:39:05.749515] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-10T20:39:05.754236] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-10T20:39:05.754656] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-10T20:39:05.976675] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-10T20:39:05.980103] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-10T20:39:05.980286] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-10T20:39:06.201706] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-10T20:39:06.205208] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-10T20:39:06.205380] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-10T20:39:06.436233] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-10T20:39:06.439589] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-10T20:39:06.439760] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-10T20:39:06.682014] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-10T20:39:06.685462] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-10T20:39:06.685639] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-10T20:39:06.781932] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-10T20:39:06.783634] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-10T20:39:06.783723] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-10T20:39:06.793311] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-10T20:39:06.793401] [INFO ] [main      ] Generated 18/18 forecast reports
[2025-12-10T20:39:06.793447] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-11.txt
[2025-12-10T20:39:07.592852] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-11'
[2025-12-10T20:39:07.593015] [INFO ] [main      ] Forecast report email sent for 2025-12-11
[2025-12-10T20:39:07.593072] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-10T20:39:07.593273] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-10T20:39:07.593690] [INFO ] [STATE     ] Last completion updated: 2025-12-10T20:39:07.593328