[2025-12-17T20:30:03.040980] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-17T20:30:03.227317] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-17T20:30:03.413342] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-17T20:30:03.595874] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-17T20:30:03.784024] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-17T20:30:03.784342] [WARN ] [STATE     ] State set to: WAITING
[2025-12-17T20:30:03.784404] [INFO ] [STATE     ] Checking service statuses...
[2025-12-17T20:30:03.790567] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:03.794329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:03.866343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:03.950702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:04.036073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:04.036202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:07.042081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:07.047148] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:07.052130] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:07.057156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:07.061403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:07.061509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:10.067435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:10.072244] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:10.077221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:10.082904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:10.087670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:10.087788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:13.093013] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:13.097251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:13.101124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:13.105117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:13.109540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:13.109682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:16.115881] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:16.120290] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:16.123961] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:16.127737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:16.131458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:16.131547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:19.136325] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:19.139752] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:19.143667] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:19.147982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:19.152235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:19.152354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:22.157355] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:22.161216] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:22.165032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:22.168705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:22.172280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:22.172366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:25.177154] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:25.181726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:25.185712] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:25.189193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:25.192690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:25.192771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:28.198317] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:28.202750] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:28.206950] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:28.211316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:28.215011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:28.215105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:31.220292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:31.225042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:31.229338] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:31.233558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:31.237730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:31.237858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:34.242182] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:34.245837] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:34.249894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:34.253785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:34.257812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:34.257897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:37.263107] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:37.267385] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:37.272049] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:37.276689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:37.281181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:37.281312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:40.287829] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:40.293756] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:40.299752] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:40.305048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:40.310169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:40.310287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:43.314827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:43.318290] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:43.321713] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:43.325033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:43.328327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:43.328400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:46.333794] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:46.337389] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:46.340684] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:46.344494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:46.347840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:46.347927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:49.352782] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:49.356496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:49.360064] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:49.363451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:49.366873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:49.366955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:52.371639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:52.375071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:52.378281] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:52.381563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:52.384777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:52.384848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:55.389603] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:55.393430] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:55.396876] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:55.400334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:55.403824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:55.403899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:30:58.408916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:30:58.412844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:30:58.416156] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:30:58.419695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:30:58.423170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:30:58.423263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:01.428193] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:01.432211] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:01.435955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:01.439229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:01.442827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:01.442902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:04.447992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:04.452544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:04.457845] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:04.463800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:04.468744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:04.468843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:07.474811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:07.479999] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:07.484634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:07.489267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:07.494103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:07.494225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:10.499235] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:10.503078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:10.507515] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:10.511180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:10.514446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:10.514519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:13.519821] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:13.523972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:13.527816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:13.532091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:13.536167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:13.536272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:16.541866] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:16.545401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:16.548881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:16.552340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:16.555869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:16.555958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:19.562027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:19.566512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:19.571054] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:19.574633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:19.578660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:19.578783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:22.584404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:22.588332] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:22.591966] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:22.595421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:22.598950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:22.599031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:25.603981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:25.607863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:25.611817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:25.615664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:25.619376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:25.619486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:28.625366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:28.631464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:28.637674] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:28.643236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:28.648431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:28.648548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:31.654485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:31.659508] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:31.663988] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:31.668328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:31.672150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:31.672230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:34.677191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:34.680940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:34.685071] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:34.689296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:34.693153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:34.693231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:37.698246] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:37.701726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:37.704945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:37.708122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:37.711409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:37.711477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:40.716144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:40.719829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:40.724542] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:40.728322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:40.732061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:40.732180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:43.737494] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:43.741062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:43.744341] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:43.747663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:43.751137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:43.751233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:46.756272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:46.760183] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:46.763991] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:46.767734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:46.771599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:46.771693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:49.776744] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:49.780683] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:49.783982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:49.787155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:49.790391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:49.790463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:52.795544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:52.799702] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:52.803668] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:52.808244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:52.812628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:52.812733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:55.818185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:55.822175] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:55.825836] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:55.829721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:55.833569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:55.833681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:31:58.839137] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:31:58.842749] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:31:58.846102] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:31:58.849550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:31:58.853346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:31:58.853427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:01.859217] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:01.863925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:01.868030] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:01.871685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:01.875294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:01.875387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:04.880431] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:04.884051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:04.888357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:04.893231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:04.897225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:04.897291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:07.904060] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:07.909775] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:07.914164] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:07.917609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:07.920860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:07.920929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:10.926095] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:10.929924] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:10.933637] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:10.936993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:10.940340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:10.940424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:13.945774] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:13.949846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:13.953470] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:13.957156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:13.960617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:13.960701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:16.965210] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:16.968775] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:16.972196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:16.975487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:16.979087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:16.979173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:19.984617] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:19.988608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:19.992238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:19.996000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:19.999701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:19.999812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:23.004494] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:23.008053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:23.011647] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:23.015052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:23.018532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:23.018638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:26.023495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:26.026944] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:26.030935] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:26.034735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:26.038336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:26.038424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:29.042920] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:29.046379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:29.050122] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:29.053821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:29.057442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:29.057541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:32.065888] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:32.074470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:32.091894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:32.099236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:32.105882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:32.106031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:35.110597] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:35.113980] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:35.182044] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:35.252522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:35.321829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:35.321913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:38.326326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:38.330243] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:38.333710] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:38.337289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:38.340917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:38.340993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:41.345164] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:41.349649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:41.354379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:41.359212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:41.363720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:41.363840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:44.368381] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:44.371880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:44.375246] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:44.378546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:44.381973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:44.382054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:47.386293] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:47.389764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:47.393038] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:47.396310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:47.399622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:47.399696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:50.404682] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:50.409115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:50.413140] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:50.416806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:50.420622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:50.420709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:53.425770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:53.429408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:53.432908] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:53.436356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:53.439946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:53.440046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:56.444976] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:56.448645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:56.452247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:56.455773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:56.459227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:56.459333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:32:59.465146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:32:59.469971] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:32:59.474732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:32:59.479549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:32:59.484762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:32:59.484889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:02.489916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:02.493557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:02.497192] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:02.500960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:02.504674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:02.504777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:05.509686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:05.513731] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:05.518697] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:05.523545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:05.527417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:05.527490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:08.532292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:08.536162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:08.539828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:08.543306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:08.546930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:08.547013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:11.551607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:11.554986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:11.558269] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:11.561563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:11.564780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:11.564849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:14.570200] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:14.574117] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:14.578014] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:14.581915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:14.585849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:14.585931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:17.591742] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:17.596382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:17.600959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:17.605502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:17.610044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:17.610181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:20.615290] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:20.618732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:20.622369] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:20.625868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:20.629140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:20.629217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:23.634127] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:23.637754] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:23.641132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:23.644402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:23.647759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:23.647834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:26.652390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:26.655875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:26.659108] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:26.662343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:26.665599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:26.665673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:29.670627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:29.674157] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:29.677358] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:29.680635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:29.683826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:29.683904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:32.689121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:32.692798] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:32.696245] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:32.699475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:32.702855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:32.702930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:35.707899] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:35.711454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:35.716946] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:35.720838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:35.724759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:35.724843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:38.730215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:38.734275] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:38.737896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:38.741392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:38.744743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:38.744823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:41.749739] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:41.753439] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:41.757021] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:41.760908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:41.764384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:41.764485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:44.769082] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:44.772781] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:44.776313] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:44.779775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:44.783099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:44.783174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:47.787820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:47.791536] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:47.795132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:47.798921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:47.802901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:47.803003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:50.808498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:50.813228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:50.817865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:50.822449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:50.827034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:50.827162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:53.832075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:53.835771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:53.839299] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:53.843023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:53.846455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:53.846540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:56.851175] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:56.855058] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:56.858626] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:56.862128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:56.865615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:56.865702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:33:59.870930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:33:59.875493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:33:59.879904] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:33:59.884219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:33:59.888370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:33:59.888492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:02.893538] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:02.897270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:02.900678] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:02.903947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:02.907286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:02.907367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:05.912378] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:05.915881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:05.920024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:05.923964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:05.927976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:05.928078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:08.933277] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:08.937229] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:08.941282] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:08.945265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:08.949080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:08.949180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:11.956204] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:11.961697] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:11.966294] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:11.970731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:11.975320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:11.975429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:14.980620] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:14.984477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:14.988221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:14.991673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:14.994980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:14.995062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:17.999615] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:18.003083] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:18.006487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:18.010014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:18.013512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:18.013604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:21.018453] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:21.021826] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:21.025000] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:21.028135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:21.031250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:21.031318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:24.037590] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:24.042665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:24.047101] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:24.051506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:24.055489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:24.055606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:27.060174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:27.063800] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:27.067528] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:27.072294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:27.076032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:27.076128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:30.081804] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:30.086641] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:30.091680] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:30.096434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:30.101565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:30.101713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:33.107419] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:33.112077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:33.116553] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:33.121030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:33.125621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:33.125727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:36.131716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:36.135803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:36.202206] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:36.268127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:36.334569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:36.334705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:39.339129] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:39.342605] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:39.345858] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:39.349048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:39.352296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:39.352367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:42.357677] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:42.361455] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:42.365638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:42.369214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:42.373176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:42.373286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:45.378541] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:45.382093] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:45.385320] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:45.388502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:45.391749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:45.391821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:48.396318] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:48.399995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:48.403317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:48.406638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:48.410017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:48.410099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:51.414458] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:51.418077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:51.421661] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:51.424914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:51.428223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:51.428291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:54.432986] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:54.436925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:54.440634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:54.444802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:54.448451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:54.448526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:34:57.454525] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:34:57.459153] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:34:57.463954] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:34:57.468822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:34:57.473432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:34:57.473531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:00.481659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:00.486493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:00.491609] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:00.495939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:00.500404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:00.500493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:03.505554] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:03.509250] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:03.513070] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:03.516597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:03.520335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:03.520447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:06.525379] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:06.529212] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:06.544393] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:06.564362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:06.580502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:06.580643] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:09.585476] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:09.589542] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:09.593408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:09.597464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:09.601348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:09.601456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:12.606597] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:12.610744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:12.614466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:12.618312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:12.622197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:12.622281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:15.627895] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:15.632421] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:15.636815] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:15.641183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:15.645617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:15.645714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:18.651044] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:18.654939] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:18.658588] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:18.662130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:18.665904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:18.666002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:21.670855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:21.674958] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:21.679138] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-17T20:35:21.683079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:21.686543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:21.686626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-17T20:35:24.691544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-17T20:35:24.695294] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:24.698735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-17T20:35:24.702277] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-17), and is a dependency of this service.
[2025-12-17T20:35:24.705976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-17T20:35:24.709414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-17T20:35:24.709720] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-17T20:35:24.709817] [INFO ] [MODE      ] Using multithreaded
[2025-12-17T20:35:24.709904] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-17T20:35:24.715745] [DEBUG] [REMOTE    ] Found 47 available forecast dates.
[2025-12-17T20:35:24.715983] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-18.txt'.
[2025-12-17T20:35:24.722532] [DEBUG] [REMOTE    ] Fetched 3575 signal forecasts for 2025-12-18.
[2025-12-17T20:35:24.756190] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-17T20:35:24.757463] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-17T20:35:24.757524] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-17T20:35:25.449724] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-17T20:35:25.461394] [INFO ] [MODE      ] Using multithreaded
[2025-12-17T20:35:25.461644] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-17T20:35:25.461761] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-17T20:35:25.470258] [DEBUG] [REMOTE    ] Found 47 available forecast dates.
[2025-12-17T20:35:25.470628] [INFO ] [main      ] Found available forecast date (2025-12-18).
[2025-12-17T20:35:25.470717] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-18.txt'.
[2025-12-17T20:35:25.478099] [DEBUG] [REMOTE    ] Fetched 3575 signal forecasts for 2025-12-18.
[2025-12-17T20:35:25.478298] [INFO ] [main      ] Fetched 3575 forecasts.
[2025-12-17T20:35:25.478566] [INFO ] [main      ] Found 430 high-confidence bullish forecasts (>= 90.0%).
[2025-12-17T20:35:25.478671] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 430 symbols
[2025-12-17T20:35:25.509036] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-17T20:35:25.508923] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-17T20:35:25.509009] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-17T20:35:25.509335] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-17T20:35:25.509335] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-17T20:35:25.509341] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-17T20:35:25.512291] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-17T20:35:25.512605] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-17T20:35:25.535708] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:25.535747] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:25.537256] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-17T20:35:25.537351] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-17T20:35:25.537425] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-17T20:35:25.537890] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-17T20:35:25.537978] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-17T20:35:25.538027] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-17T20:35:25.539174] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:25.539177] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:25.539569] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:25.539682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:25.540099] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-17T20:35:25.540166] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-17T20:35:25.540205] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-17T20:35:25.540199] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:25.540283] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-17T20:35:25.540313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:25.540371] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-17T20:35:25.540421] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-17T20:35:25.542159] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-17T20:35:25.542195] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:35:25.542276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:25.542291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:25.545134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:25.546359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:25.547149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:25.547144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:25.549425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:25.549737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:25.550326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:25.550438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:25.550556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:25.551513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:25.552437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:25.552864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:25.553257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:25.553540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:25.553753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:25.554325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:25.554828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:25.556787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:25.559969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:25.560545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:25.561770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:25.563698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:25.565184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:25.566011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:25.567603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:25.570877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:25.670826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:25.754193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:25.755287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:25.757862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:25.759894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:25.915439] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-17
[2025-12-17T20:35:25.942130] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-17
[2025-12-17T20:35:25.949378] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.097506] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.105204] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.116050] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.120371] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.176746] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-17T20:35:26.176832] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.36% (Conf=56.2675%)
[2025-12-17T20:35:26.177595] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-17T20:35:26.177655] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-17T20:35:26.177717] [INFO ] [main      ] Progress: 1/430 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 60s. Rate: 85.84 forecasts/min
[2025-12-17T20:35:26.188913] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.189913] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-17T20:35:26.189966] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-17T20:35:26.189998] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-17T20:35:26.190867] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:26.190945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.192904] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-17T20:35:26.192977] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.15% (Conf=51.9643%)
[2025-12-17T20:35:26.193479] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-17T20:35:26.193536] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-17T20:35:26.193627] [INFO ] [main      ] Progress: 2/430 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 33s. Rate: 167.86 forecasts/min
[2025-12-17T20:35:26.196421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:26.199748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:26.203080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:26.203840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.205737] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.207106] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-17T20:35:26.207160] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-17T20:35:26.207193] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-17T20:35:26.207983] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:26.208045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.211445] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-17T20:35:26.211522] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-17T20:35:26.212023] [INFO ] [main      ] Progress: 3/430 forecasts completed (0.7%). PFL finished in 0.7s. ETA: 1m 44s. Rate: 245.47 forecasts/min
[2025-12-17T20:35:26.212156] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-17T20:35:26.212206] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-17T20:35:26.213026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:26.214991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:26.224089] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.224956] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-17T20:35:26.225009] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-17T20:35:26.225041] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-17T20:35:26.225932] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:26.225996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.231704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:26.234849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:26.236214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:26.236907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.255398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:26.256816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:26.259790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.276826] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.356730] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-17T20:35:26.356808] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-4.59% (Conf=36.8497%)
[2025-12-17T20:35:26.357259] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-17T20:35:26.357327] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-17T20:35:26.357673] [INFO ] [main      ] Progress: 4/430 forecasts completed (0.9%). OABI finished in 0.8s. ETA: 1m 34s. Rate: 273.06 forecasts/min
[2025-12-17T20:35:26.369212] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.370213] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-17T20:35:26.370268] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-17T20:35:26.370300] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-17T20:35:26.371145] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:26.371207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:26.372956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:26.373468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:26.373972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:26.374385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:26.431308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:26.432919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.562854] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.593781] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.609130] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.733851] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.770911] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-17
[2025-12-17T20:35:26.772821] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.778589] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:26.810003] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-17T20:35:26.810082] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-3.88% (Conf=72.8115%)
[2025-12-17T20:35:26.810506] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-17T20:35:26.810560] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-17T20:35:26.810556] [INFO ] [main      ] Progress: 5/430 forecasts completed (1.2%). GPRE finished in 0.6s. ETA: 1m 53s. Rate: 225.26 forecasts/min
[2025-12-17T20:35:26.821945] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.823145] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-17T20:35:26.823204] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-17T20:35:26.823237] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-17T20:35:26.824126] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:26.824208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.829546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:26.830448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:26.831364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:26.833182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:26.833969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.838708] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-17T20:35:26.838789] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=1.49% (Conf=55.8827%)
[2025-12-17T20:35:26.839200] [INFO ] [main      ] Fetching symbol history for SEM...
[2025-12-17T20:35:26.839255] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2025-12-17T20:35:26.840112] [INFO ] [main      ] Progress: 6/430 forecasts completed (1.4%). TSQ finished in 0.6s. ETA: 1m 36s. Rate: 264.44 forecasts/min
[2025-12-17T20:35:26.851762] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.852740] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2025-12-17T20:35:26.852800] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2025-12-17T20:35:26.852834] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2025-12-17T20:35:26.853672] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:26.853734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.858824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:26.860696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:26.861193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:26.861620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:26.863383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.877935] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-17T20:35:26.877998] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=1.72% (Conf=58.1949%)
[2025-12-17T20:35:26.878162] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-17T20:35:26.878206] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-17T20:35:26.879681] [INFO ] [main      ] Progress: 7/430 forecasts completed (1.6%). CCK finished in 0.7s. ETA: 1m 25s. Rate: 299.80 forecasts/min
[2025-12-17T20:35:26.889270] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:26.890025] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-17T20:35:26.890075] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-17T20:35:26.890108] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-17T20:35:26.890899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:26.890968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:26.895910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:26.897792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:26.898395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:26.938662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:26.941697] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:27.029001] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-17T20:35:27.029087] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=0.75% (Conf=53.3928%)
[2025-12-17T20:35:27.029488] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-17T20:35:27.029545] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-17T20:35:27.029670] [INFO ] [main      ] Progress: 8/430 forecasts completed (1.9%). CNK finished in 0.7s. ETA: 1m 22s. Rate: 309.49 forecasts/min
[2025-12-17T20:35:27.041255] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:27.042450] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-17T20:35:27.042506] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-17T20:35:27.042538] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-17T20:35:27.043421] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:27.043498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:27.045455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:27.046001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:27.046459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:27.047661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:27.048968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:27.050375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:27.190391] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.218414] [DEBUG] [MAG       ] SEM: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.288977] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.366169] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:27.384877] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:27.402727] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.457496] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:27.463445] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2025-12-17T20:35:27.463519] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=-1.83% (Conf=67.642%)
[2025-12-17T20:35:27.463888] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-17T20:35:27.463940] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-17T20:35:27.464699] [INFO ] [main      ] Progress: 9/430 forecasts completed (2.1%). SEM finished in 0.6s. ETA: 1m 33s. Rate: 271.91 forecasts/min
[2025-12-17T20:35:27.476108] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:27.477239] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-17T20:35:27.477303] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-8.40% (Conf=59.8362%)
[2025-12-17T20:35:27.477507] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-17T20:35:27.477589] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-17T20:35:27.478119] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-17T20:35:27.478183] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-17T20:35:27.478224] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-17T20:35:27.478321] [INFO ] [main      ] Progress: 10/430 forecasts completed (2.3%). STEM finished in 0.7s. ETA: 1m 24s. Rate: 300.06 forecasts/min
[2025-12-17T20:35:27.479209] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:27.479285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:27.485319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:27.486795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:27.488917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:27.489473] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:27.490195] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-17T20:35:27.490247] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-17T20:35:27.490279] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-17T20:35:27.491123] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:27.491185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:27.492090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:27.493023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:27.494338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:27.496049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:27.497830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:27.518490] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-17T20:35:27.518557] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.15% (Conf=51.3622%)
[2025-12-17T20:35:27.518741] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-17T20:35:27.518784] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-17T20:35:27.520673] [INFO ] [main      ] Progress: 11/430 forecasts completed (2.6%). SOJC finished in 0.6s. ETA: 1m 18s. Rate: 323.22 forecasts/min
[2025-12-17T20:35:27.529786] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:27.530630] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-17T20:35:27.530688] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-17T20:35:27.530721] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-17T20:35:27.531666] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:27.531728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:27.532644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:27.533440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:27.536323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:27.575286] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:27.844315] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.848302] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-17T20:35:27.848368] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=-1.96% (Conf=56.4378%)
[2025-12-17T20:35:27.848754] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-17T20:35:27.848806] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-17T20:35:27.849680] [INFO ] [main      ] Progress: 12/430 forecasts completed (2.8%). QLYS finished in 0.8s. ETA: 1m 23s. Rate: 303.68 forecasts/min
[2025-12-17T20:35:27.859954] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-17
[2025-12-17T20:35:27.860054] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:27.860983] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-17T20:35:27.861038] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-17T20:35:27.861071] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-17T20:35:27.861880] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:27.861943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:27.866929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:27.868777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:27.869271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:27.869676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:27.870444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:27.882983] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.020539] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.038104] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.049786] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.125058] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-17T20:35:28.125132] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=0.96% (Conf=55.2775%)
[2025-12-17T20:35:28.125510] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-17T20:35:28.125562] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-17T20:35:28.125552] [INFO ] [main      ] Progress: 13/430 forecasts completed (3.0%). NKSH finished in 0.6s. ETA: 1m 25s. Rate: 294.69 forecasts/min
[2025-12-17T20:35:28.136351] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.137230] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-17T20:35:28.137281] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-17T20:35:28.137312] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-17T20:35:28.138132] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:28.138196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:28.140985] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-17T20:35:28.141056] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-3.43% (Conf=53.6964%)
[2025-12-17T20:35:28.141447] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-17T20:35:28.141499] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-17T20:35:28.141504] [INFO ] [main      ] Progress: 14/430 forecasts completed (3.3%). OVID finished in 0.7s. ETA: 1m 19s. Rate: 315.46 forecasts/min
[2025-12-17T20:35:28.143134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:28.145079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:28.145616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:28.146102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:28.152871] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.155970] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-17T20:35:28.156028] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-17T20:35:28.156063] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-17T20:35:28.156542] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-17T20:35:28.156669] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=1.91% (Conf=60.1305%)
[2025-12-17T20:35:28.156925] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:35:28.157020] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-17T20:35:28.157074] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-17T20:35:28.158036] [INFO ] [main      ] Progress: 15/430 forecasts completed (3.5%). AN finished in 0.7s. ETA: 1m 14s. Rate: 335.91 forecasts/min
[2025-12-17T20:35:28.169393] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.170470] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-17T20:35:28.170545] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-17T20:35:28.170599] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-17T20:35:28.171435] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:28.171496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:28.172333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:28.174167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:28.175012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:28.209352] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.259386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:28.262152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:28.378406] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.439081] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-17T20:35:28.439148] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=53.6249%)
[2025-12-17T20:35:28.439504] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-17T20:35:28.439561] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-17T20:35:28.439677] [INFO ] [main      ] Progress: 16/430 forecasts completed (3.7%). VALE finished in 0.6s. ETA: 1m 17s. Rate: 324.22 forecasts/min
[2025-12-17T20:35:28.451222] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.452220] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-17T20:35:28.452645] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-17T20:35:28.452682] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-17T20:35:28.453463] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:28.453527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:28.458444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:28.460294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:28.460837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:28.461281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:28.463777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:28.464845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:28.466459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:28.507138] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.546742] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.600845] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.690801] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.731613] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.763323] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-17T20:35:28.763390] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=64.8248%)
[2025-12-17T20:35:28.763807] [INFO ] [main      ] Progress: 17/430 forecasts completed (4.0%). PSCH finished in 0.6s. ETA: 1m 20s. Rate: 310.50 forecasts/min
[2025-12-17T20:35:28.763984] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-17T20:35:28.764031] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-17T20:35:28.774929] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:28.776750] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.777714] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-17T20:35:28.777767] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-17T20:35:28.777798] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-17T20:35:28.778552] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:28.778631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:28.783428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:28.784282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:28.786612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:28.789470] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-17T20:35:28.789549] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=46.1078%)
[2025-12-17T20:35:28.790081] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-17T20:35:28.790136] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-17T20:35:28.790649] [INFO ] [main      ] Progress: 18/430 forecasts completed (4.2%). BFK finished in 0.6s. ETA: 1m 16s. Rate: 326.10 forecasts/min
[2025-12-17T20:35:28.803062] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.804095] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-17T20:35:28.804147] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-17T20:35:28.804179] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-17T20:35:28.805032] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:28.805120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:28.807049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:28.807760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:28.808229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:28.808710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:28.813505] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-17
[2025-12-17T20:35:28.826262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:28.827537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:28.828630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:28.849481] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-17T20:35:28.849560] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=5.73% (Conf=55.629%)
[2025-12-17T20:35:28.849921] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-17T20:35:28.849972] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-17T20:35:28.850666] [INFO ] [main      ] Progress: 19/430 forecasts completed (4.4%). BBLG finished in 0.7s. ETA: 1m 13s. Rate: 338.09 forecasts/min
[2025-12-17T20:35:28.862300] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:28.863430] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-17T20:35:28.863508] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-17T20:35:28.863543] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-17T20:35:28.864393] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:28.864473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:28.866205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:28.866746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:28.980521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:28.982557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:28.983633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:28.984143] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.034305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:29.038849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:29.040359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.075592] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-17T20:35:29.075659] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=0.25% (Conf=62.7871%)
[2025-12-17T20:35:29.076012] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-17T20:35:29.076063] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-17T20:35:29.076666] [INFO ] [main      ] Progress: 20/430 forecasts completed (4.7%). PFIS finished in 0.6s. ETA: 1m 14s. Rate: 333.53 forecasts/min
[2025-12-17T20:35:29.087082] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:29.087968] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-17T20:35:29.088025] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-17T20:35:29.088059] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-17T20:35:29.088842] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:29.088929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:29.093880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:29.094800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:29.096851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:29.101289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.165070] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-17
[2025-12-17T20:35:29.172825] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-17
[2025-12-17T20:35:29.343633] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.345378] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.384951] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-17
[2025-12-17T20:35:29.443657] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-17
[2025-12-17T20:35:29.450841] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-17T20:35:29.450911] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=66.98%)
[2025-12-17T20:35:29.451076] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-17T20:35:29.451120] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-17T20:35:29.451842] [INFO ] [main      ] Progress: 21/430 forecasts completed (4.9%). XYL finished in 0.7s. ETA: 1m 17s. Rate: 317.13 forecasts/min
[2025-12-17T20:35:29.463219] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:29.464193] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-17T20:35:29.464244] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-17T20:35:29.464274] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-17T20:35:29.465078] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:29.465137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:29.466844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:29.467345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:29.467811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:29.468764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.477227] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-17T20:35:29.477312] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-1.01% (Conf=52.8113%)
[2025-12-17T20:35:29.477734] [INFO ] [main      ] Progress: 22/430 forecasts completed (5.1%). VLO finished in 0.7s. ETA: 1m 14s. Rate: 330.08 forecasts/min
[2025-12-17T20:35:29.477901] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-17T20:35:29.477947] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-17T20:35:29.491372] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:29.492354] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-17T20:35:29.492414] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-17T20:35:29.492452] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-17T20:35:29.493404] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:29.493471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:29.498665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:29.500768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:29.501273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:29.502088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:29.559601] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.618499] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.621653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:29.626808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:29.627703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.678058] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-17T20:35:29.678125] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=44.6423%)
[2025-12-17T20:35:29.678564] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-17T20:35:29.678635] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-17T20:35:29.680675] [INFO ] [main      ] Progress: 23/430 forecasts completed (5.3%). MSA finished in 0.8s. ETA: 1m 14s. Rate: 328.42 forecasts/min
[2025-12-17T20:35:29.684524] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-17T20:35:29.684618] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.17% (Conf=61.7618%)
[2025-12-17T20:35:29.684962] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-17T20:35:29.685013] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-17T20:35:29.685624] [INFO ] [main      ] Progress: 24/430 forecasts completed (5.6%). BPYPM finished in 0.6s. ETA: 1m 11s. Rate: 342.29 forecasts/min
[2025-12-17T20:35:29.691342] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:29.692491] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-17T20:35:29.692568] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-17T20:35:29.692628] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-17T20:35:29.693753] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:29.693819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:29.696169] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:29.697103] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-17T20:35:29.697157] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-17T20:35:29.697189] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-17T20:35:29.698000] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-17T20:35:29.698072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:29.698950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:29.700891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:29.701385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:29.701820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:29.702810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:29.703087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:29.705110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:29.705614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:29.705624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:29.706075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:29.706475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:29.706472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:29.707286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:29.708173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:29.708303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.711086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:29.806243] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-17
[2025-12-17T20:35:29.821504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:29.823534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:29.861603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:29.862737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:29.909107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:29.910230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:29.912381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:29.914993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:29.977503] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:29.994052] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.052926] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-17T20:35:30.052994] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=45.8567%)
[2025-12-17T20:35:30.053365] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-17T20:35:30.053421] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-17T20:35:30.054681] [INFO ] [main      ] Progress: 25/430 forecasts completed (5.8%). FEPI finished in 0.6s. ETA: 1m 14s. Rate: 327.80 forecasts/min
[2025-12-17T20:35:30.066331] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.067267] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-17T20:35:30.067323] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-17T20:35:30.067354] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-17T20:35:30.068134] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:30.068195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:30.074028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:30.074634] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.076127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:30.076664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:30.077059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:30.078743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:30.079218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:30.080549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:30.082594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:30.178517] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.246598] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.252307] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.292001] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-17T20:35:30.292077] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-0.71% (Conf=51.1049%)
[2025-12-17T20:35:30.292608] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-17T20:35:30.292658] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-17T20:35:30.292483] [INFO ] [main      ] Progress: 26/430 forecasts completed (6.0%). ECPG finished in 0.8s. ETA: 1m 15s. Rate: 324.07 forecasts/min
[2025-12-17T20:35:30.304905] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.305898] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-17T20:35:30.305961] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-17T20:35:30.306006] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-17T20:35:30.306938] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:30.306999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:30.307783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:30.310280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:30.312112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:30.316906] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-17T20:35:30.316967] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.56% (Conf=57.6102%)
[2025-12-17T20:35:30.317318] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-17T20:35:30.317370] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-17T20:35:30.318242] [INFO ] [main      ] Progress: 27/430 forecasts completed (6.3%). LBTYK finished in 0.6s. ETA: 1m 12s. Rate: 334.74 forecasts/min
[2025-12-17T20:35:30.328886] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.329924] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-17T20:35:30.329975] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-17T20:35:30.330016] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-17T20:35:30.330783] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:35:30.330847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:30.335682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:30.337072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:30.338788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:30.339285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:30.340297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:30.341954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:30.342989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:30.343702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:30.344964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:30.346652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:30.417412] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.421863] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.493625] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-17T20:35:30.493691] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-17T20:35:30.494020] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-17T20:35:30.494070] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-17T20:35:30.494630] [INFO ] [main      ] Progress: 28/430 forecasts completed (6.5%). BSMS finished in 0.8s. ETA: 1m 12s. Rate: 334.93 forecasts/min
[2025-12-17T20:35:30.504682] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.505690] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-17T20:35:30.505748] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-17T20:35:30.505781] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-17T20:35:30.506526] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:30.506606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:30.511283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:30.513040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:30.513513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:30.513915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:30.514636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:30.583696] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.626101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:30.643762] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-17T20:35:30.643832] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=26.7284%)
[2025-12-17T20:35:30.644268] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-17T20:35:30.644320] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-17T20:35:30.644650] [INFO ] [main      ] Progress: 29/430 forecasts completed (6.7%). AGNCO finished in 0.6s. ETA: 1m 11s. Rate: 336.82 forecasts/min
[2025-12-17T20:35:30.661202] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.662244] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-17T20:35:30.662295] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-17T20:35:30.662334] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-17T20:35:30.663109] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:30.663166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:35:30.664517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:30.668241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:30.669730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:30.670757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:30.680842] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.682357] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-17
[2025-12-17T20:35:30.849526] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.861707] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:30.954056] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-17T20:35:30.954133] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-4.59% (Conf=51.296%)
[2025-12-17T20:35:30.954508] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-17T20:35:30.954570] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-17T20:35:30.954651] [INFO ] [main      ] Progress: 30/430 forecasts completed (7.0%). FWRD finished in 0.7s. ETA: 1m 13s. Rate: 328.71 forecasts/min
[2025-12-17T20:35:30.968252] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:30.969465] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-17T20:35:30.969519] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-17T20:35:30.969551] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-17T20:35:30.970482] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:30.970542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:30.975817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:30.999360] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.009138] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.020235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.130801] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-17T20:35:31.130871] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=0.45% (Conf=41.8755%)
[2025-12-17T20:35:31.131231] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-17T20:35:31.131283] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-17T20:35:31.132123] [INFO ] [main      ] Progress: 31/430 forecasts completed (7.2%). CAH finished in 0.8s. ETA: 1m 13s. Rate: 329.01 forecasts/min
[2025-12-17T20:35:31.142024] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.142883] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-17T20:35:31.142939] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-17T20:35:31.142970] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-17T20:35:31.143810] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:31.143875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:31.148766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:31.150627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:31.151115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:31.151570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:31.152022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:31.153268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:31.155729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.164626] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.177789] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.268382] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-17T20:35:31.268453] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=40.2026%)
[2025-12-17T20:35:31.268928] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-17T20:35:31.268981] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-17T20:35:31.269657] [INFO ] [main      ] Progress: 32/430 forecasts completed (7.4%). HLI finished in 0.6s. ETA: 1m 12s. Rate: 331.55 forecasts/min
[2025-12-17T20:35:31.285842] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.287548] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-17T20:35:31.287622] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-17T20:35:31.287656] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-17T20:35:31.288526] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:31.288609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:31.294195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:31.295215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:31.297827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:31.307870] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-17T20:35:31.307937] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=1.20% (Conf=53.8161%)
[2025-12-17T20:35:31.308093] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-17T20:35:31.308138] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-17T20:35:31.309654] [INFO ] [main      ] Progress: 33/430 forecasts completed (7.7%). IONS finished in 0.8s. ETA: 1m 10s. Rate: 339.57 forecasts/min
[2025-12-17T20:35:31.319765] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.320870] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-17T20:35:31.320925] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-17T20:35:31.320957] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-17T20:35:31.321748] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:31.321812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:31.322692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:31.327282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:31.329088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:31.329550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:31.330598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:31.332659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:31.334010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:31.334862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.339873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:31.342493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:31.343556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.384877] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.492893] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.554852] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.636041] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-17T20:35:31.636133] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-1.14% (Conf=55.1319%)
[2025-12-17T20:35:31.636600] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-17T20:35:31.636678] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-17T20:35:31.636659] [INFO ] [main      ] Progress: 34/430 forecasts completed (7.9%). VTMX finished in 0.7s. ETA: 1m 12s. Rate: 331.28 forecasts/min
[2025-12-17T20:35:31.656486] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.657600] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-17T20:35:31.657674] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-17T20:35:31.657722] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-17T20:35:31.658931] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:31.659009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:31.663291] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.666756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:31.680404] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.713458] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-17
[2025-12-17T20:35:31.736451] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-17T20:35:31.736526] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=1.74% (Conf=45.9051%)
[2025-12-17T20:35:31.737066] [INFO ] [main      ] Progress: 35/430 forecasts completed (8.1%). VIRC finished in 0.6s. ETA: 1m 11s. Rate: 335.55 forecasts/min
[2025-12-17T20:35:31.737302] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-17T20:35:31.737351] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-17T20:35:31.748741] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.750087] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-17T20:35:31.750139] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-17T20:35:31.750169] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-17T20:35:31.750958] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:31.751018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:31.755934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:31.756813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.793301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:31.810817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:31.813462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.854682] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.893696] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:31.958636] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-17T20:35:31.958706] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=3.22% (Conf=61.3435%)
[2025-12-17T20:35:31.959221] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-17T20:35:31.959281] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-17T20:35:31.959629] [INFO ] [main      ] Progress: 36/430 forecasts completed (8.4%). QBTS finished in 0.7s. ETA: 1m 11s. Rate: 333.29 forecasts/min
[2025-12-17T20:35:31.960507] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-17T20:35:31.960597] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=32.5736%)
[2025-12-17T20:35:31.961000] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-17T20:35:31.961058] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-17T20:35:31.961641] [INFO ] [main      ] Progress: 37/430 forecasts completed (8.6%). NAC finished in 0.7s. ETA: 1m 9s. Rate: 342.44 forecasts/min
[2025-12-17T20:35:31.970888] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.972065] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-17T20:35:31.972119] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-17T20:35:31.972151] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-17T20:35:31.972961] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:31.973022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:31.975103] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:31.976104] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-17T20:35:31.976156] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-17T20:35:31.976188] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-17T20:35:31.977049] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:31.977109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:31.977921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:31.978209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:31.978702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:31.979619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:31.980551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:32.100838] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-17
[2025-12-17T20:35:32.160333] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-17
[2025-12-17T20:35:32.270188] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:32.326648] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-17
[2025-12-17T20:35:32.333037] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:32.343413] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-17
[2025-12-17T20:35:32.379972] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-17T20:35:32.380041] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=3.04% (Conf=46.5912%)
[2025-12-17T20:35:32.380198] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-17T20:35:32.380241] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-17T20:35:32.380831] [INFO ] [main      ] Progress: 38/430 forecasts completed (8.8%). TKO finished in 0.6s. ETA: 1m 11s. Rate: 330.33 forecasts/min
[2025-12-17T20:35:32.391934] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:32.392907] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-17T20:35:32.392960] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-17T20:35:32.392991] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-17T20:35:32.393817] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:32.393879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:32.395619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:32.396165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:32.396589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:32.397376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:32.435938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:32.437229] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-17T20:35:32.437306] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=42.4658%)
[2025-12-17T20:35:32.437686] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-17T20:35:32.437736] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-17T20:35:32.438662] [INFO ] [main      ] Progress: 39/430 forecasts completed (9.1%). ZM finished in 0.8s. ETA: 1m 10s. Rate: 336.21 forecasts/min
[2025-12-17T20:35:32.450845] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:32.451756] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-17T20:35:32.451813] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-17T20:35:32.451845] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-17T20:35:32.452643] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:32.452704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:32.457387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:32.490027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:32.490955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:32.506216] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:32.526973] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:32.530455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:32.533564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:32.613675] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-17T20:35:32.613746] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-4.58% (Conf=49.001%)
[2025-12-17T20:35:32.614125] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-17T20:35:32.614178] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-17T20:35:32.614657] [INFO ] [main      ] Progress: 40/430 forecasts completed (9.3%). SPRX finished in 0.7s. ETA: 1m 10s. Rate: 336.33 forecasts/min
[2025-12-17T20:35:32.628890] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:32.629865] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-17T20:35:32.629936] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-17T20:35:32.629979] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-17T20:35:32.630871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:32.630934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:32.632735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:32.633249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:32.633701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:32.650468] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-17T20:35:32.650538] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=2.13% (Conf=53.2942%)
[2025-12-17T20:35:32.650714] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-17T20:35:32.650760] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-17T20:35:32.652643] [INFO ] [main      ] Progress: 41/430 forecasts completed (9.5%). WEX finished in 0.7s. ETA: 1m 8s. Rate: 342.91 forecasts/min
[2025-12-17T20:35:32.662847] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:32.663870] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-17T20:35:32.663930] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-17T20:35:32.663963] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-17T20:35:32.664785] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:32.664845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:32.665638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:32.666503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:32.753833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:32.843163] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-17
[2025-12-17T20:35:32.895340] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.014247] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.045131] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.061476] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.091097] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-17T20:35:33.091173] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.59% (Conf=49.3876%)
[2025-12-17T20:35:33.091603] [INFO ] [main      ] Progress: 42/430 forecasts completed (9.8%). GMAB finished in 0.7s. ETA: 1m 10s. Rate: 331.02 forecasts/min
[2025-12-17T20:35:33.091736] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-17T20:35:33.091780] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-17T20:35:33.103300] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.104159] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-17T20:35:33.104220] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-17T20:35:33.104253] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-17T20:35:33.105042] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:33.105110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:33.116260] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.155808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.160219] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-17T20:35:33.160285] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=8.69% (Conf=57.2988%)
[2025-12-17T20:35:33.160677] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-17T20:35:33.160730] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-17T20:35:33.162675] [INFO ] [main      ] Progress: 43/430 forecasts completed (10.0%). QDEL finished in 0.7s. ETA: 1m 9s. Rate: 335.77 forecasts/min
[2025-12-17T20:35:33.173633] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.174393] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-17T20:35:33.174449] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-17T20:35:33.174488] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-17T20:35:33.175295] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:33.175355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:33.177078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:33.177663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:33.178066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:33.178957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:33.180494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:33.181869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.216592] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.283979] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-17T20:35:33.284047] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=59.1717%)
[2025-12-17T20:35:33.284492] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-17T20:35:33.284543] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-17T20:35:33.284660] [INFO ] [main      ] Progress: 44/430 forecasts completed (10.2%). INMD finished in 0.6s. ETA: 1m 8s. Rate: 338.20 forecasts/min
[2025-12-17T20:35:33.295806] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.296464] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.296817] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-17T20:35:33.296887] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-17T20:35:33.296919] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-17T20:35:33.297835] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:33.297894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:33.302549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:33.304275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:33.304748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:33.305137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:33.306009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.358109] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-17T20:35:33.358180] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=56.7485%)
[2025-12-17T20:35:33.358640] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-17T20:35:33.358696] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-17T20:35:33.359648] [INFO ] [main      ] Progress: 45/430 forecasts completed (10.5%). IEP finished in 0.7s. ETA: 1m 7s. Rate: 342.60 forecasts/min
[2025-12-17T20:35:33.372374] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.373301] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-17T20:35:33.373351] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-17T20:35:33.373382] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-17T20:35:33.374189] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:33.374250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:33.375933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:33.376456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:33.377368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:33.378498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:33.379209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.498084] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.519073] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.643965] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.667701] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.689280] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.728520] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-17
[2025-12-17T20:35:33.741699] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-17T20:35:33.741771] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=1.72% (Conf=55.1361%)
[2025-12-17T20:35:33.741960] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-17T20:35:33.742008] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-17T20:35:33.742876] [INFO ] [main      ] Progress: 46/430 forecasts completed (10.7%). ONB finished in 0.6s. ETA: 1m 9s. Rate: 333.97 forecasts/min
[2025-12-17T20:35:33.754560] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.755770] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-17T20:35:33.755823] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-17T20:35:33.755856] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-17T20:35:33.756659] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:33.756731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:33.761737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:33.762760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:33.763899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:33.764629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:35:33.765819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.787533] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-17T20:35:33.787630] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=2.31% (Conf=40.5196%)
[2025-12-17T20:35:33.787979] [INFO ] [main      ] Progress: 47/430 forecasts completed (10.9%). SPB finished in 0.6s. ETA: 1m 8s. Rate: 339.38 forecasts/min
[2025-12-17T20:35:33.788113] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-17T20:35:33.788156] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-17T20:35:33.802044] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.803009] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-17T20:35:33.803068] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-17T20:35:33.803109] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-17T20:35:33.803887] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:33.803948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:33.805682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:33.806222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:33.806642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:33.807379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:33.809865] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.845772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:33.848606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.875219] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-17T20:35:33.875293] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-1.25% (Conf=41.6922%)
[2025-12-17T20:35:33.875700] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-17T20:35:33.875761] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-17T20:35:33.876652] [INFO ] [main      ] Progress: 48/430 forecasts completed (11.2%). ATLO finished in 0.6s. ETA: 1m 7s. Rate: 342.94 forecasts/min
[2025-12-17T20:35:33.887065] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:33.887953] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-17T20:35:33.888006] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-17T20:35:33.888037] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-17T20:35:33.888814] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:33.888890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:33.893969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:33.912853] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:33.994950] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-17T20:35:33.995018] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=1.03% (Conf=48.1179%)
[2025-12-17T20:35:33.995403] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-17T20:35:33.995458] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-17T20:35:33.995788] [INFO ] [main      ] Progress: 49/430 forecasts completed (11.4%). OPRX finished in 0.6s. ETA: 1m 6s. Rate: 345.19 forecasts/min
[2025-12-17T20:35:34.007861] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.008890] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-17T20:35:34.008953] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-17T20:35:34.009001] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-17T20:35:34.010015] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:34.010079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:34.015275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:34.017193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:34.017738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:34.018132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:34.018795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:34.019666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.110895] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.193869] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.229812] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.282806] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.350518] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-17T20:35:34.350611] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=59.1137%)
[2025-12-17T20:35:34.350965] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-17T20:35:34.351017] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-17T20:35:34.351798] [INFO ] [main      ] Progress: 50/430 forecasts completed (11.6%). FRBA finished in 0.6s. ETA: 1m 7s. Rate: 338.10 forecasts/min
[2025-12-17T20:35:34.362513] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.363389] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-17T20:35:34.363445] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-17T20:35:34.363491] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-17T20:35:34.363970] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.364352] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:34.364411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:34.367648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.388741] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.397375] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.438551] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-17T20:35:34.438646] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=70.8363%)
[2025-12-17T20:35:34.438811] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-17T20:35:34.438882] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-17T20:35:34.439857] [INFO ] [main      ] Progress: 51/430 forecasts completed (11.9%). ARLP finished in 0.7s. ETA: 1m 7s. Rate: 341.47 forecasts/min
[2025-12-17T20:35:34.452025] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.452972] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-17T20:35:34.453024] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-17T20:35:34.453055] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-17T20:35:34.453844] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:34.453903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:34.458730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:34.461039] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-17T20:35:34.461108] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=9.85% (Conf=50.5037%)
[2025-12-17T20:35:34.461436] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-17T20:35:34.461485] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-17T20:35:34.461662] [INFO ] [main      ] Progress: 52/430 forecasts completed (12.1%). ULCC finished in 0.6s. ETA: 1m 5s. Rate: 347.33 forecasts/min
[2025-12-17T20:35:34.461783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.473390] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.474232] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-17T20:35:34.474281] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-17T20:35:34.474311] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-17T20:35:34.475108] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:34.475166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:34.476646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.574259] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.674071] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-17T20:35:34.674142] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=55.4765%)
[2025-12-17T20:35:34.674524] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-17T20:35:34.674608] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-17T20:35:34.674798] [INFO ] [main      ] Progress: 53/430 forecasts completed (12.3%). CNS finished in 0.7s. ETA: 1m 5s. Rate: 345.80 forecasts/min
[2025-12-17T20:35:34.688667] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.689934] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-17T20:35:34.689994] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-17T20:35:34.690036] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-17T20:35:34.690973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:34.691044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:34.692003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:34.713985] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.734069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:34.735013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:34.737923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.803413] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.808662] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-17
[2025-12-17T20:35:34.886786] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.941369] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-17T20:35:34.941439] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.06% (Conf=42.0371%)
[2025-12-17T20:35:34.941942] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-17T20:35:34.942006] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-17T20:35:34.942654] [INFO ] [main      ] Progress: 54/430 forecasts completed (12.6%). AGNCM finished in 0.6s. ETA: 1m 6s. Rate: 342.35 forecasts/min
[2025-12-17T20:35:34.953600] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:34.954550] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-17T20:35:34.954640] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-17T20:35:34.954676] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-17T20:35:34.955475] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:34.955537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:34.956496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:34.974290] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:34.979083] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.050436] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-17T20:35:35.050503] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=57.2327%)
[2025-12-17T20:35:35.050674] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-17T20:35:35.050718] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-17T20:35:35.052079] [INFO ] [main      ] Progress: 55/430 forecasts completed (12.8%). EMBC finished in 0.6s. ETA: 1m 5s. Rate: 344.71 forecasts/min
[2025-12-17T20:35:35.061403] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.062286] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-17T20:35:35.062334] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-17T20:35:35.062365] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-17T20:35:35.063133] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:35.063205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:35.067934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:35.069664] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-17T20:35:35.069735] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-3.67% (Conf=41.6813%)
[2025-12-17T20:35:35.069782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:35.069888] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-17T20:35:35.069939] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-17T20:35:35.070241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:35.070688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:35.070769] [INFO ] [main      ] Progress: 56/430 forecasts completed (13.0%). ASTH finished in 0.6s. ETA: 1m 4s. Rate: 350.29 forecasts/min
[2025-12-17T20:35:35.071085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:35.071960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:35.073563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:35.081434] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.082348] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-17T20:35:35.082398] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-17T20:35:35.082429] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-17T20:35:35.083588] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:35.083650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:35.084353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:35.085688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:35.086337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:35.087062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:35.088629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:35.090787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.100964] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-17
[2025-12-17T20:35:35.112031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:35.113041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.279847] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.301634] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-17
[2025-12-17T20:35:35.353963] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-17T20:35:35.354066] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-5.43% (Conf=46.2138%)
[2025-12-17T20:35:35.354538] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-17T20:35:35.354633] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-17T20:35:35.354657] [INFO ] [main      ] Progress: 57/430 forecasts completed (13.3%). NTRB finished in 0.7s. ETA: 1m 5s. Rate: 346.30 forecasts/min
[2025-12-17T20:35:35.374143] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.375653] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-17T20:35:35.375730] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-17T20:35:35.375786] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-17T20:35:35.377031] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:35.377115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:35.379904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:35.380714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:35.425776] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-17
[2025-12-17T20:35:35.431457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:35.433004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:35.434268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:35.436546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.446201] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-17
[2025-12-17T20:35:35.472304] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.546838] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-17T20:35:35.546905] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=54.8975%)
[2025-12-17T20:35:35.547381] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-17T20:35:35.547433] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-17T20:35:35.547639] [INFO ] [main      ] Progress: 58/430 forecasts completed (13.5%). BLX finished in 0.6s. ETA: 1m 5s. Rate: 345.62 forecasts/min
[2025-12-17T20:35:35.558917] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.559837] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-17T20:35:35.559918] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-17T20:35:35.559951] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-17T20:35:35.560751] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:35.560811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:35.561564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:35.597763] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.614102] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.638190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:35.640173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:35.641257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:35.646982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.679189] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-17T20:35:35.679263] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=1.45% (Conf=45.348%)
[2025-12-17T20:35:35.679422] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-17T20:35:35.679463] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-17T20:35:35.680379] [INFO ] [main      ] Progress: 59/430 forecasts completed (13.7%). BKD finished in 0.6s. ETA: 1m 4s. Rate: 347.00 forecasts/min
[2025-12-17T20:35:35.684866] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-17T20:35:35.684923] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=3.18% (Conf=57.798%)
[2025-12-17T20:35:35.685240] [INFO ] [main      ] Progress: 60/430 forecasts completed (14.0%). TSCO finished in 0.6s. ETA: 1m 3s. Rate: 352.72 forecasts/min
[2025-12-17T20:35:35.685349] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-17T20:35:35.685392] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-17T20:35:35.691044] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.691849] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-17T20:35:35.691906] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-17T20:35:35.691938] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-17T20:35:35.692732] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:35.692794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:35.697195] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:35.697493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:35.697868] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-17T20:35:35.697947] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-17T20:35:35.697980] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-17T20:35:35.698751] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:35.698808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:35.699279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:35.699798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:35.700456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:35.700524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:35.701086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:35.701456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:35.702747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.703770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:35.802646] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-17
[2025-12-17T20:35:35.979799] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:35.985005] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.033597] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.035687] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.051168] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-17T20:35:36.051252] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=52.9259%)
[2025-12-17T20:35:36.051691] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-17T20:35:36.051747] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-17T20:35:36.052646] [INFO ] [main      ] Progress: 61/430 forecasts completed (14.2%). AMRX finished in 0.7s. ETA: 1m 4s. Rate: 346.13 forecasts/min
[2025-12-17T20:35:36.064191] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.065237] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-17T20:35:36.065290] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-17T20:35:36.065321] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-17T20:35:36.066157] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:36.066219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:36.108346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:36.110481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:36.115080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:36.117183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:36.117980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.157061] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.200151] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.204312] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.249145] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-17T20:35:36.249217] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-2.35% (Conf=58.0805%)
[2025-12-17T20:35:36.249714] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-17T20:35:36.249770] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-17T20:35:36.249740] [INFO ] [main      ] Progress: 62/430 forecasts completed (14.4%). KNTK finished in 0.7s. ETA: 1m 4s. Rate: 345.37 forecasts/min
[2025-12-17T20:35:36.261118] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.262864] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-17T20:35:36.262931] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-17T20:35:36.262970] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-17T20:35:36.263849] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:36.263911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:36.264710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:36.279981] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-17T20:35:36.280063] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=63.2%)
[2025-12-17T20:35:36.280241] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-17T20:35:36.280286] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-17T20:35:36.280922] [INFO ] [main      ] Progress: 63/430 forecasts completed (14.7%). ERO finished in 0.6s. ETA: 1m 3s. Rate: 349.93 forecasts/min
[2025-12-17T20:35:36.291130] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.291841] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-17T20:35:36.291903] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=2.08% (Conf=52.9485%)
[2025-12-17T20:35:36.292009] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-17T20:35:36.292060] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-17T20:35:36.292090] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-17T20:35:36.292200] [INFO ] [main      ] Progress: 64/430 forecasts completed (14.9%). FG finished in 0.6s. ETA: 1m 2s. Rate: 355.11 forecasts/min
[2025-12-17T20:35:36.292335] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-17T20:35:36.292378] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-17T20:35:36.292875] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:36.292936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.295266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:36.295799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:36.296182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:36.297070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:36.304592] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.305481] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-17T20:35:36.305535] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-17T20:35:36.305592] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-17T20:35:36.306363] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:36.306421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.306390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:36.308113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:36.308634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:36.314466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.355110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:36.357154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.369649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.485200] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.650744] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.660903] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.700420] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.701416] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-17
[2025-12-17T20:35:36.753498] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-17T20:35:36.753585] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=55.3045%)
[2025-12-17T20:35:36.754062] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-17T20:35:36.754115] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-17T20:35:36.754647] [INFO ] [main      ] Progress: 65/430 forecasts completed (15.1%). AMRC finished in 0.7s. ETA: 1m 3s. Rate: 345.87 forecasts/min
[2025-12-17T20:35:36.765623] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.766547] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-17T20:35:36.766619] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-17T20:35:36.766650] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-17T20:35:36.767442] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:36.767503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:36.772202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.773958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:36.774419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:36.811527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:36.814012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.819141] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.867098] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.873372] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:36.918162] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-17T20:35:36.918228] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=-1.32% (Conf=57.9358%)
[2025-12-17T20:35:36.918527] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-17T20:35:36.918590] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-17T20:35:36.919473] [INFO ] [main      ] Progress: 66/430 forecasts completed (15.3%). CHH finished in 0.6s. ETA: 1m 3s. Rate: 346.13 forecasts/min
[2025-12-17T20:35:36.930225] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.931134] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-17T20:35:36.931185] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-17T20:35:36.931220] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-17T20:35:36.932005] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-17T20:35:36.932081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:36.936811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.938617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:36.939120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:36.939555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:36.939960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:36.940700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:36.941472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:36.943897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:36.944441] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-17T20:35:36.944508] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=2.46% (Conf=50.0608%)
[2025-12-17T20:35:36.944852] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-17T20:35:36.944902] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-17T20:35:36.945649] [INFO ] [main      ] Progress: 67/430 forecasts completed (15.6%). DBX finished in 0.7s. ETA: 1m 2s. Rate: 350.57 forecasts/min
[2025-12-17T20:35:36.955876] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.958806] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-17T20:35:36.958909] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-17T20:35:36.958944] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-17T20:35:36.959846] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:36.959912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:36.963636] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-17T20:35:36.963704] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=52.0623%)
[2025-12-17T20:35:36.964067] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-17T20:35:36.964117] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-17T20:35:36.964622] [INFO ] [main      ] Progress: 68/430 forecasts completed (15.8%). BHRB finished in 0.7s. ETA: 1m 1s. Rate: 355.22 forecasts/min
[2025-12-17T20:35:36.964882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:36.967456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:36.968690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.970525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:36.971065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:36.972461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:36.974542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:36.975550] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:36.976404] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-17T20:35:36.976806] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-17T20:35:36.976841] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-17T20:35:36.977622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:36.977681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:36.985852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:36.987666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:36.988155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:36.988918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:36.990626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:37.056001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:37.058046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:37.096206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:37.097284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:37.139775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:37.140693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:37.141978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:37.215064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:37.215876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:37.217731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:37.220513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:37.221645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:37.223636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:37.224391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:37.228772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:37.229998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:37.231292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:37.232815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:37.235695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:37.236358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:37.237453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:37.258950] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-17
[2025-12-17T20:35:37.423193] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-17
[2025-12-17T20:35:37.437424] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-17
[2025-12-17T20:35:37.439488] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:37.536418] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-17T20:35:37.536488] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-10.64% (Conf=48.4002%)
[2025-12-17T20:35:37.537006] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-17T20:35:37.537062] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-17T20:35:37.537686] [INFO ] [main      ] Progress: 69/430 forecasts completed (16.0%). PDYN finished in 0.8s. ETA: 1m 3s. Rate: 343.31 forecasts/min
[2025-12-17T20:35:37.550861] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:37.551912] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-17T20:35:37.551979] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-17T20:35:37.552018] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-17T20:35:37.552999] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:37.553065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:37.558027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:37.558618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:37.559060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:37.561227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:37.562664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:37.594520] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:37.617174] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:37.647506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:37.652359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:37.711160] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-17T20:35:37.711229] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=51.5751%)
[2025-12-17T20:35:37.711408] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-17T20:35:37.711455] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-17T20:35:37.712671] [INFO ] [main      ] Progress: 70/430 forecasts completed (16.3%). IMNN finished in 0.7s. ETA: 1m 3s. Rate: 343.31 forecasts/min
[2025-12-17T20:35:37.722628] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:37.723405] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-17T20:35:37.723457] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-17T20:35:37.723490] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-17T20:35:37.724279] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:37.724340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:37.725234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:37.727740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:37.728846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:37.729472] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-17
[2025-12-17T20:35:37.734878] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-17T20:35:37.734948] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-17T20:35:37.735104] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-17T20:35:37.735148] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-17T20:35:37.736667] [INFO ] [main      ] Progress: 71/430 forecasts completed (16.5%). EDF finished in 0.8s. ETA: 1m 2s. Rate: 347.53 forecasts/min
[2025-12-17T20:35:37.746240] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:37.747261] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-17T20:35:37.747315] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-17T20:35:37.747346] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-17T20:35:37.748143] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:35:37.748542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:37.750308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:37.750835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:37.751228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:37.751988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:37.754339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:37.755004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:37.756758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:37.775529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:37.776778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:37.778234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:37.904175] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:37.991819] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-17
[2025-12-17T20:35:37.992975] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-17T20:35:37.993031] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-17T20:35:37.993375] [INFO ] [main      ] Progress: 72/430 forecasts completed (16.7%). BUXX finished in 1.1s. ETA: 1m 2s. Rate: 345.20 forecasts/min
[2025-12-17T20:35:37.993520] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-17T20:35:37.993563] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-17T20:35:38.005783] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.006717] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-17T20:35:38.006769] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-17T20:35:38.006800] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-17T20:35:38.007554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:38.007636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:38.008335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:38.008920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:38.009641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:38.011155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:38.068161] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.140295] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.164056] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.235822] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.284032] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-17T20:35:38.284100] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-7.52% (Conf=62.5913%)
[2025-12-17T20:35:38.284438] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-17T20:35:38.284491] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-17T20:35:38.285633] [INFO ] [main      ] Progress: 73/430 forecasts completed (17.0%). LEN finished in 0.7s. ETA: 1m 3s. Rate: 342.00 forecasts/min
[2025-12-17T20:35:38.296913] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.298056] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-17T20:35:38.298112] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-17T20:35:38.298144] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-17T20:35:38.299014] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:38.299079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:38.304204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:38.306155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:38.306711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:38.310482] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.311849] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-17T20:35:38.311917] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-3.87% (Conf=50.7922%)
[2025-12-17T20:35:38.312070] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-17T20:35:38.312112] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-17T20:35:38.313626] [INFO ] [main      ] Progress: 74/430 forecasts completed (17.2%). PWP finished in 0.6s. ETA: 1m 2s. Rate: 345.93 forecasts/min
[2025-12-17T20:35:38.322912] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.323759] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-17T20:35:38.323814] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-17T20:35:38.323846] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-17T20:35:38.324625] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:38.324687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:38.329457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:38.331271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:38.331769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:38.332206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:38.334502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:38.348919] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.351450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:38.356834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:38.358079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:38.372302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:38.373381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:38.375001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:38.377399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:38.436633] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-17T20:35:38.436714] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=46.2004%)
[2025-12-17T20:35:38.437098] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-17T20:35:38.437151] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-17T20:35:38.437668] [INFO ] [main      ] Progress: 75/430 forecasts completed (17.4%). BPYPO finished in 0.7s. ETA: 1m 1s. Rate: 347.25 forecasts/min
[2025-12-17T20:35:38.448619] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.449761] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-17T20:35:38.449822] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-17T20:35:38.449854] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-17T20:35:38.450670] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:38.450744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:38.451886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:38.457921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:38.520323] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.638521] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-17T20:35:38.638604] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=32.5049%)
[2025-12-17T20:35:38.639004] [INFO ] [main      ] Progress: 76/430 forecasts completed (17.7%). AVAL finished in 0.6s. ETA: 1m 1s. Rate: 346.50 forecasts/min
[2025-12-17T20:35:38.639132] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-17T20:35:38.639176] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-17T20:35:38.652555] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.653651] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-17T20:35:38.653708] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-17T20:35:38.653741] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-17T20:35:38.654566] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:38.654647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:38.656322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:38.656904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:38.657305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:38.661724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:38.663006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:38.712094] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.751229] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.801162] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-17
[2025-12-17T20:35:38.883453] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.932675] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:38.951395] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-17T20:35:38.951465] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=45.9679%)
[2025-12-17T20:35:38.951643] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-17T20:35:38.951693] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-17T20:35:38.952896] [INFO ] [main      ] Progress: 77/430 forecasts completed (17.9%). NMAI finished in 0.6s. ETA: 1m 2s. Rate: 342.88 forecasts/min
[2025-12-17T20:35:38.963447] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:38.964435] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-17T20:35:38.964488] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-17T20:35:38.964521] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-17T20:35:38.965361] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:38.965424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:38.971133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:38.974073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:38.974506] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.000320] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-17
[2025-12-17T20:35:39.013642] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-17T20:35:39.013715] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-16.07% (Conf=39.4929%)
[2025-12-17T20:35:39.014075] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-17T20:35:39.014129] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-17T20:35:39.014654] [INFO ] [main      ] Progress: 78/430 forecasts completed (18.1%). INTZ finished in 0.7s. ETA: 1m 1s. Rate: 345.75 forecasts/min
[2025-12-17T20:35:39.027040] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.028360] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-17T20:35:39.028423] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-17T20:35:39.028469] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-17T20:35:39.029456] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:39.029520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:39.030515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:39.068343] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-17T20:35:39.068415] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-5.68% (Conf=50.4812%)
[2025-12-17T20:35:39.068903] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-17T20:35:39.068965] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-17T20:35:39.069644] [INFO ] [main      ] Progress: 79/430 forecasts completed (18.4%). MBX finished in 0.6s. ETA: 1m 0s. Rate: 348.76 forecasts/min
[2025-12-17T20:35:39.080468] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.081462] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-17T20:35:39.081531] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-17T20:35:39.081565] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-17T20:35:39.082496] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:39.082566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:39.085113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:39.086201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.087748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:39.093320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.099974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:39.102106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:39.156653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:39.160062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:39.161222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.172197] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.230202] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-17T20:35:39.230275] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=61.5009%)
[2025-12-17T20:35:39.230669] [INFO ] [main      ] Progress: 80/430 forecasts completed (18.6%). KKRS finished in 0.6s. ETA: 1m 0s. Rate: 349.04 forecasts/min
[2025-12-17T20:35:39.230795] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-17T20:35:39.230837] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-17T20:35:39.242110] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.243034] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-17T20:35:39.243084] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-17T20:35:39.243115] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-17T20:35:39.243903] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:39.243963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:39.248709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:39.250457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:39.250951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:39.251331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:39.252178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.433908] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-17
[2025-12-17T20:35:39.434285] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-17
[2025-12-17T20:35:39.506470] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-17
[2025-12-17T20:35:39.600324] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-17
[2025-12-17T20:35:39.604739] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.635301] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.697306] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.707359] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-17T20:35:39.707433] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=50.0981%)
[2025-12-17T20:35:39.707919] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-17T20:35:39.707973] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-17T20:35:39.708659] [INFO ] [main      ] Progress: 81/430 forecasts completed (18.8%). GL finished in 0.6s. ETA: 1m 1s. Rate: 341.53 forecasts/min
[2025-12-17T20:35:39.720178] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.720932] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-17T20:35:39.721004] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=53.9248%)
[2025-12-17T20:35:39.721166] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-17T20:35:39.721211] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-17T20:35:39.721547] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-17T20:35:39.721634] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-17T20:35:39.721676] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-17T20:35:39.721640] [INFO ] [main      ] Progress: 82/430 forecasts completed (19.1%). SCL finished in 0.7s. ETA: 1m 0s. Rate: 345.44 forecasts/min
[2025-12-17T20:35:39.722466] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:39.722530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:39.727753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:39.729570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:39.730110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:39.730947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:39.733133] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.733327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:39.734394] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-17T20:35:39.734448] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-17T20:35:39.734479] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-17T20:35:39.735210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:39.735497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:39.735560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:39.737891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:39.739220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:39.740692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:39.740954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.742721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:39.743207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:39.744101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.767375] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-17T20:35:39.767444] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=49.7533%)
[2025-12-17T20:35:39.767623] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-17T20:35:39.767668] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-17T20:35:39.768653] [INFO ] [main      ] Progress: 83/430 forecasts completed (19.3%). CMRE finished in 0.8s. ETA: 59.7s. Rate: 348.50 forecasts/min
[2025-12-17T20:35:39.776511] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:39.779172] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.780133] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-17T20:35:39.780182] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-17T20:35:39.780222] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-17T20:35:39.781009] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:39.781070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:39.785918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:39.787654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:39.788119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:39.788962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:39.789345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:39.792727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:39.834456] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-17T20:35:39.834523] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2025-12-17T20:35:39.834863] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-17T20:35:39.834916] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-17T20:35:39.835818] [INFO ] [main      ] Progress: 84/430 forecasts completed (19.5%). BGY finished in 0.6s. ETA: 59.1s. Rate: 351.05 forecasts/min
[2025-12-17T20:35:39.847342] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:39.848172] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-17T20:35:39.848229] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-17T20:35:39.848260] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-17T20:35:39.849080] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:39.849139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:39.897461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:39.900269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:39.901991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.088321] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.093034] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.128310] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.237237] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.254155] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:40.274080] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:40.298990] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:40.317037] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-17T20:35:40.317103] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=58.7518%)
[2025-12-17T20:35:40.317435] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-17T20:35:40.317487] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-17T20:35:40.317675] [INFO ] [main      ] Progress: 85/430 forecasts completed (19.8%). FOLD finished in 0.6s. ETA: 1m 0s. Rate: 343.69 forecasts/min
[2025-12-17T20:35:40.328342] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:40.329658] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-17T20:35:40.329714] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-17T20:35:40.329745] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-17T20:35:40.330510] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:40.330568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:40.332339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:40.333377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:40.333806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:40.334749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.404613] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:40.413098] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-17T20:35:40.413172] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=56.7338%)
[2025-12-17T20:35:40.413623] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-17T20:35:40.413677] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-17T20:35:40.413654] [INFO ] [main      ] Progress: 86/430 forecasts completed (20.0%). ADP finished in 0.7s. ETA: 59.7s. Rate: 345.50 forecasts/min
[2025-12-17T20:35:40.424709] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:40.425769] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-17T20:35:40.425822] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-17T20:35:40.425856] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-17T20:35:40.426669] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:40.426733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:40.431774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:40.433697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:40.434226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:40.434694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:40.435620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.492759] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-17T20:35:40.492828] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=-4.09% (Conf=66.9571%)
[2025-12-17T20:35:40.493205] [INFO ] [main      ] Progress: 87/430 forecasts completed (20.2%). LINE finished in 0.7s. ETA: 59.2s. Rate: 347.66 forecasts/min
[2025-12-17T20:35:40.493329] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-17T20:35:40.493372] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-17T20:35:40.504736] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:40.505656] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-17T20:35:40.505707] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-17T20:35:40.505738] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-17T20:35:40.506499] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:40.506561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:40.513489] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-17T20:35:40.513549] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=52.3278%)
[2025-12-17T20:35:40.513718] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-17T20:35:40.513762] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-17T20:35:40.514857] [INFO ] [main      ] Progress: 88/430 forecasts completed (20.5%). AZO finished in 0.7s. ETA: 58.4s. Rate: 351.15 forecasts/min
[2025-12-17T20:35:40.515554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:40.517415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:40.517918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:40.518355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:40.518763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:40.519693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:40.522215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:40.524265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.524334] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:40.525358] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-17T20:35:40.525411] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-17T20:35:40.525444] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-17T20:35:40.526246] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:40.526307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:40.531256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:40.532096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:40.534443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.671633] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.788055] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.837921] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:40.875307] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.875797] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-17
[2025-12-17T20:35:40.896501] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-17T20:35:40.896925] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=46.1844%)
[2025-12-17T20:35:40.897246] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-17T20:35:40.897294] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-17T20:35:40.900004] [INFO ] [main      ] Progress: 89/430 forecasts completed (20.7%). TDSC finished in 0.6s. ETA: 59.1s. Rate: 346.28 forecasts/min
[2025-12-17T20:35:40.908497] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:40.909469] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-17T20:35:40.909525] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-17T20:35:40.909558] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-17T20:35:40.910357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:40.910418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:40.915134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:40.916890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:40.917365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:40.917764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:40.918495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:40.920269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:40.922212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:40.923756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:40.961331] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.055170] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.065419] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-17T20:35:41.065484] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=-30.80% (Conf=36.3447%)
[2025-12-17T20:35:41.065667] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.065943] [INFO ] [main      ] Fetching symbol history for PFF...
[2025-12-17T20:35:41.065996] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2025-12-17T20:35:41.066647] [INFO ] [main      ] Progress: 90/430 forecasts completed (20.9%). PBM finished in 0.7s. ETA: 58.9s. Rate: 346.42 forecasts/min
[2025-12-17T20:35:41.077443] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.079517] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2025-12-17T20:35:41.079585] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2025-12-17T20:35:41.079619] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2025-12-17T20:35:41.080401] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:41.080462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:41.082863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:41.084649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:41.085676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:41.122263] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-17T20:35:41.122338] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-17T20:35:41.122501] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-17T20:35:41.122546] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-17T20:35:41.122975] [INFO ] [main      ] Progress: 91/430 forecasts completed (21.2%). PHK finished in 0.6s. ETA: 58.3s. Rate: 349.01 forecasts/min
[2025-12-17T20:35:41.133227] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.134079] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-17T20:35:41.134131] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-17T20:35:41.134164] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-17T20:35:41.134957] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:41.135016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:41.135124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:41.136141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.140001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:41.147179] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-17T20:35:41.147247] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=43.6654%)
[2025-12-17T20:35:41.147613] [INFO ] [main      ] Progress: 92/430 forecasts completed (21.4%). OBK finished in 0.7s. ETA: 57.6s. Rate: 352.29 forecasts/min
[2025-12-17T20:35:41.147746] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-17T20:35:41.147789] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-17T20:35:41.159162] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.160721] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-17T20:35:41.160774] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-17T20:35:41.160805] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-17T20:35:41.161635] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:41.161698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:41.166622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:41.168359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:41.168876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:41.169449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:41.171961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:41.172941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:41.173966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.181181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.256985] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-17
[2025-12-17T20:35:41.423091] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.478352] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-17
[2025-12-17T20:35:41.514305] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-17
[2025-12-17T20:35:41.524025] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-17T20:35:41.524099] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=48.0086%)
[2025-12-17T20:35:41.524451] [INFO ] [main      ] Fetching symbol history for CADL...
[2025-12-17T20:35:41.524501] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2025-12-17T20:35:41.524673] [INFO ] [main      ] Progress: 93/430 forecasts completed (21.6%). BSX finished in 0.6s. ETA: 58.1s. Rate: 347.75 forecasts/min
[2025-12-17T20:35:41.536127] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-17
[2025-12-17T20:35:41.536427] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.537489] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2025-12-17T20:35:41.537541] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2025-12-17T20:35:41.537588] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2025-12-17T20:35:41.538355] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:41.538416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:41.540148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:41.540660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:41.543021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:41.543990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:41.561377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.651902] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.695851] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.714112] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2025-12-17T20:35:41.714178] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=62.5189%)
[2025-12-17T20:35:41.714344] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-17T20:35:41.714389] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-17T20:35:41.715688] [INFO ] [main      ] Progress: 94/430 forecasts completed (21.9%). PFF finished in 0.6s. ETA: 58.0s. Rate: 347.36 forecasts/min
[2025-12-17T20:35:41.718332] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:41.726184] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.727205] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-17T20:35:41.727261] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-17T20:35:41.727314] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-17T20:35:41.728315] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:41.728392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:41.734341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:41.735279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:41.737692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:41.794237] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-17T20:35:41.794334] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-5.47% (Conf=53.3323%)
[2025-12-17T20:35:41.794844] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-17T20:35:41.794904] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-17T20:35:41.795714] [INFO ] [main      ] Progress: 95/430 forecasts completed (22.1%). NXE finished in 0.7s. ETA: 57.5s. Rate: 349.33 forecasts/min
[2025-12-17T20:35:41.801776] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-17T20:35:41.801856] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-3.46% (Conf=56.334%)
[2025-12-17T20:35:41.802221] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-17T20:35:41.802468] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-17T20:35:41.803512] [INFO ] [main      ] Progress: 96/430 forecasts completed (22.3%). CECO finished in 0.7s. ETA: 56.8s. Rate: 352.84 forecasts/min
[2025-12-17T20:35:41.810606] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.811542] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-17T20:35:41.811620] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-17T20:35:41.811669] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-17T20:35:41.812596] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:41.812661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:41.813458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:41.813782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:41.815370] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:41.815467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:35:41.816053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:41.816168] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-17T20:35:41.816232] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-17T20:35:41.816275] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-17T20:35:41.816640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.816815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:41.817250] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:41.817314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:41.820381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:41.822145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.822766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:41.824684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:41.825183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:41.825602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:41.900224] [DEBUG] [MAG       ] CADL: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.066612] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:42.151868] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.153190] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2025-12-17T20:35:42.153258] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=-10.06% (Conf=55.0055%)
[2025-12-17T20:35:42.153619] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-17T20:35:42.153676] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-17T20:35:42.153654] [INFO ] [main      ] Progress: 97/430 forecasts completed (22.6%). CADL finished in 0.6s. ETA: 57.2s. Rate: 349.03 forecasts/min
[2025-12-17T20:35:42.164964] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:42.166168] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-17T20:35:42.166221] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-17T20:35:42.166253] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-17T20:35:42.167083] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:42.167144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:42.169279] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.170521] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.171901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:42.173655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:42.174133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:42.174591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:42.176897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:42.178469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:42.179497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:42.317932] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:42.336374] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:42.356343] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:42.393667] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-17T20:35:42.393758] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=51.9456%)
[2025-12-17T20:35:42.394225] [INFO ] [main      ] Progress: 98/430 forecasts completed (22.8%). CODA finished in 0.7s. ETA: 57.3s. Rate: 347.61 forecasts/min
[2025-12-17T20:35:42.394459] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-17T20:35:42.394523] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-17T20:35:42.398024] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-17T20:35:42.398107] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=62.9904%)
[2025-12-17T20:35:42.398519] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-17T20:35:42.398590] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-17T20:35:42.398663] [INFO ] [main      ] Progress: 99/430 forecasts completed (23.0%). VTEX finished in 0.6s. ETA: 56.6s. Rate: 351.07 forecasts/min
[2025-12-17T20:35:42.410661] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:42.411133] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:42.412050] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-17T20:35:42.412101] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-17T20:35:42.412132] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-17T20:35:42.412365] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-17T20:35:42.412424] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-17T20:35:42.412455] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-17T20:35:42.412989] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:42.413051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:42.413300] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:42.413363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:42.418715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:42.420023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:42.421089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:42.453391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:42.455172] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-17T20:35:42.455285] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=57.2769%)
[2025-12-17T20:35:42.455503] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-17T20:35:42.455552] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-17T20:35:42.456667] [INFO ] [main      ] Progress: 100/430 forecasts completed (23.3%). NATL finished in 0.7s. ETA: 56.0s. Rate: 353.40 forecasts/min
[2025-12-17T20:35:42.471689] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:42.472919] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-17T20:35:42.472985] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-17T20:35:42.473020] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-17T20:35:42.474119] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:42.474185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:42.480171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:42.481510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:42.486826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:42.509525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:42.511059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:42.511755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:42.531136] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.698310] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:42.789460] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.818436] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-17T20:35:42.818501] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=39.2888%)
[2025-12-17T20:35:42.818897] [INFO ] [main      ] Fetching symbol history for KBWY...
[2025-12-17T20:35:42.818949] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2025-12-17T20:35:42.819641] [INFO ] [main      ] Progress: 101/430 forecasts completed (23.5%). MSGS finished in 0.7s. ETA: 56.5s. Rate: 349.46 forecasts/min
[2025-12-17T20:35:42.832597] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:42.833832] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2025-12-17T20:35:42.833893] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2025-12-17T20:35:42.833924] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2025-12-17T20:35:42.834923] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:42.835170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:42.837440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:42.857037] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.883382] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-17
[2025-12-17T20:35:42.966857] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.042595] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.067393] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-17T20:35:43.067467] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=4.17% (Conf=46.2187%)
[2025-12-17T20:35:43.067652] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-17T20:35:43.067699] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-17T20:35:43.068802] [INFO ] [main      ] Progress: 102/430 forecasts completed (23.7%). BJ finished in 0.7s. ETA: 56.6s. Rate: 347.92 forecasts/min
[2025-12-17T20:35:43.078646] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.079165] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.079594] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-17T20:35:43.079648] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-17T20:35:43.079680] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-17T20:35:43.080456] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:43.080517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:43.111658] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-17T20:35:43.111745] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=54.6938%)
[2025-12-17T20:35:43.112209] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-17T20:35:43.112262] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-17T20:35:43.112676] [INFO ] [main      ] Progress: 103/430 forecasts completed (24.0%). BDN finished in 0.7s. ETA: 56.0s. Rate: 350.46 forecasts/min
[2025-12-17T20:35:43.125526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:43.126372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:43.129902] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.130510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:43.131511] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-17T20:35:43.131592] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-17T20:35:43.131628] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-17T20:35:43.132704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:43.132768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:43.134796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:43.135439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:43.136317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:43.150354] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-17T20:35:43.150433] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=11.65% (Conf=36.7107%)
[2025-12-17T20:35:43.150620] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-17T20:35:43.150667] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-17T20:35:43.151788] [INFO ] [main      ] Progress: 104/430 forecasts completed (24.2%). HWH finished in 0.7s. ETA: 55.4s. Rate: 353.08 forecasts/min
[2025-12-17T20:35:43.162349] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.163333] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-17T20:35:43.163383] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-17T20:35:43.163415] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-17T20:35:43.164244] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:43.164304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:43.166198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:43.167261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:43.167672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:43.168539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:43.185023] [DEBUG] [MAG       ] KBWY: Last date is validated at 2025-12-17
[2025-12-17T20:35:43.215846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:43.259734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:43.354738] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.411266] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2025-12-17T20:35:43.411334] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=53.2943%)
[2025-12-17T20:35:43.411496] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-17T20:35:43.411541] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-17T20:35:43.413621] [INFO ] [main      ] Progress: 105/430 forecasts completed (24.4%). KBWY finished in 0.6s. ETA: 55.5s. Rate: 351.27 forecasts/min
[2025-12-17T20:35:43.423611] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.424647] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-17T20:35:43.424717] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-17T20:35:43.424757] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-17T20:35:43.425597] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:43.425657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:43.431043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:43.480856] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-17
[2025-12-17T20:35:43.508763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:43.551021] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-17
[2025-12-17T20:35:43.633846] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-17
[2025-12-17T20:35:43.654938] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.710597] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-17T20:35:43.710663] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=56.4549%)
[2025-12-17T20:35:43.711033] [INFO ] [main      ] Progress: 106/430 forecasts completed (24.7%). AGNCL finished in 0.6s. ETA: 55.7s. Rate: 348.83 forecasts/min
[2025-12-17T20:35:43.711162] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-17T20:35:43.711204] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-17T20:35:43.719564] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.722855] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.723950] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-17T20:35:43.724004] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-17T20:35:43.724035] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-17T20:35:43.724840] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-17T20:35:43.724937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:43.729961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:43.732143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:43.732696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:43.733144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:43.733541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:43.734315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:43.735169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:43.738087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:43.826485] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:43.826890] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-17T20:35:43.826966] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=49.9198%)
[2025-12-17T20:35:43.827127] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-17T20:35:43.827170] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-17T20:35:43.827903] [INFO ] [main      ] Progress: 107/430 forecasts completed (24.9%). ESTA finished in 0.7s. ETA: 55.4s. Rate: 349.88 forecasts/min
[2025-12-17T20:35:43.841239] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.842168] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-17T20:35:43.842219] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-17T20:35:43.842250] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-17T20:35:43.843047] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:43.843107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:43.843990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:43.854606] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-17
[2025-12-17T20:35:43.855549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:43.857464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:43.896959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:43.898093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:43.938930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:43.939871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:43.941180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:43.955000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:43.976731] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-17T20:35:43.977164] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=55.416%)
[2025-12-17T20:35:43.977375] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-17T20:35:43.977424] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-17T20:35:43.977876] [INFO ] [main      ] Progress: 108/430 forecasts completed (25.1%). ARES finished in 0.9s. ETA: 55.2s. Rate: 350.29 forecasts/min
[2025-12-17T20:35:43.996341] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:43.997493] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-17T20:35:43.997554] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-17T20:35:43.997614] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-17T20:35:43.998673] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:43.998737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:43.999460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:44.000545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:44.000608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:44.001195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:44.001626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:44.006225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:44.008914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.016761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:44.017605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:44.019525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:44.022391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:44.023552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:44.025354] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:44.025682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:44.026424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:44.031001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:44.032247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:44.033616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:44.035444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:44.038444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:44.039213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:44.039963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:44.042053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:44.043174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:44.043897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:44.044649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-17T20:35:44.045391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:44.048286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:44.050037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:44.052958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:44.055378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:44.059385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:44.077287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:44.078658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:44.080373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:44.081151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:44.082790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:44.084050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.084421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:35:44.085397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:44.086639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:44.088890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:35:44.090514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:44.092309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.099319] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-17T20:35:44.099383] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-4.60% (Conf=47.8169%)
[2025-12-17T20:35:44.099748] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-17T20:35:44.099802] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-17T20:35:44.100634] [INFO ] [main      ] Progress: 109/430 forecasts completed (25.3%). GTES finished in 0.7s. ETA: 54.8s. Rate: 351.20 forecasts/min
[2025-12-17T20:35:44.111304] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:44.112527] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-17T20:35:44.112605] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-17T20:35:44.112640] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-17T20:35:44.113444] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:44.113505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:44.153000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.380182] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-17
[2025-12-17T20:35:44.439023] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-17
[2025-12-17T20:35:44.443085] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-17
[2025-12-17T20:35:44.501136] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-17
[2025-12-17T20:35:44.566928] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:44.612474] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:44.625254] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:44.645335] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-17T20:35:44.645433] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=47.8543%)
[2025-12-17T20:35:44.646152] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-17T20:35:44.646215] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-17T20:35:44.646700] [INFO ] [main      ] Progress: 110/430 forecasts completed (25.6%). FIGS finished in 0.7s. ETA: 55.8s. Rate: 344.32 forecasts/min
[2025-12-17T20:35:44.662381] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:44.663648] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-17T20:35:44.663717] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-17T20:35:44.663753] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-17T20:35:44.664872] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:44.664942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:44.666948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:44.667654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:44.668079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:44.669108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:44.672391] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:44.716341] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-17T20:35:44.716419] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=4.22% (Conf=46.0024%)
[2025-12-17T20:35:44.716619] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-17T20:35:44.716667] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-17T20:35:44.717656] [INFO ] [main      ] Progress: 111/430 forecasts completed (25.8%). ZETA finished in 0.9s. ETA: 55.3s. Rate: 346.17 forecasts/min
[2025-12-17T20:35:44.721309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:44.723158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:44.725365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:44.727061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:44.728306] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:44.729058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.729249] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-17T20:35:44.729308] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-17T20:35:44.729340] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-17T20:35:44.730180] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:35:44.812624] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-17T20:35:44.812696] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=52.7203%)
[2025-12-17T20:35:44.812900] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-17T20:35:44.812946] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-17T20:35:44.814120] [INFO ] [main      ] Progress: 112/430 forecasts completed (26.0%). LII finished in 0.7s. ETA: 54.9s. Rate: 347.55 forecasts/min
[2025-12-17T20:35:44.826265] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:44.827218] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-17T20:35:44.827272] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-17T20:35:44.827303] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-17T20:35:44.828181] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:44.828253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:44.833444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:44.834303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:44.834935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:44.837828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:44.839500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:44.883089] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-17T20:35:44.883173] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-17T20:35:44.883619] [INFO ] [main      ] Progress: 113/430 forecasts completed (26.3%). TBIL finished in 1.2s. ETA: 54.4s. Rate: 349.40 forecasts/min
[2025-12-17T20:35:44.883799] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-17T20:35:44.883883] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-17T20:35:44.896230] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:44.897253] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-17T20:35:44.897306] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-17T20:35:44.897338] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-17T20:35:44.898189] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:44.898251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:44.903211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:44.905021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:44.905521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:44.906317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:44.907042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:44.908708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:45.084893] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.088925] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.186104] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.255224] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.264402] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.268336] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.333411] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-17T20:35:45.333485] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-3.11% (Conf=44.9433%)
[2025-12-17T20:35:45.333680] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-17T20:35:45.333725] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-17T20:35:45.334877] [INFO ] [main      ] Progress: 114/430 forecasts completed (26.5%). AFYA finished in 0.6s. ETA: 55.0s. Rate: 344.48 forecasts/min
[2025-12-17T20:35:45.345504] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:45.346565] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-17T20:35:45.346648] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-17T20:35:45.346680] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-17T20:35:45.347520] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:45.347599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:45.352662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:45.354623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:45.355135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:45.355615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:45.358718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:45.359546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:45.366504] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.424641] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-17T20:35:45.424735] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=52.6877%)
[2025-12-17T20:35:45.425204] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-17T20:35:45.425256] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-17T20:35:45.425703] [INFO ] [main      ] Progress: 115/430 forecasts completed (26.7%). DHIL finished in 0.8s. ETA: 54.6s. Rate: 345.92 forecasts/min
[2025-12-17T20:35:45.430454] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.432662] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-17T20:35:45.432724] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-23.86% (Conf=43.5711%)
[2025-12-17T20:35:45.433216] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-17T20:35:45.433268] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-17T20:35:45.433637] [INFO ] [main      ] Progress: 116/430 forecasts completed (27.0%). SNGX finished in 0.6s. ETA: 54.0s. Rate: 348.79 forecasts/min
[2025-12-17T20:35:45.440155] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:45.441329] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-17T20:35:45.441385] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-17T20:35:45.441433] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-17T20:35:45.442376] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:45.442441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:45.445377] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:45.446174] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-17T20:35:45.446225] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-17T20:35:45.446255] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-17T20:35:45.447036] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:45.447110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:45.448792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:45.449353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:45.449760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:45.450795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:45.452140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:45.504720] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-17T20:35:45.504786] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-9.33% (Conf=55.7376%)
[2025-12-17T20:35:45.505152] [INFO ] [main      ] Progress: 117/430 forecasts completed (27.2%). WKSP finished in 0.6s. ETA: 53.6s. Rate: 350.54 forecasts/min
[2025-12-17T20:35:45.505290] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-17T20:35:45.505332] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-17T20:35:45.516631] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:45.518356] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-17T20:35:45.518412] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-17T20:35:45.518447] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-17T20:35:45.519638] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:45.519714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:45.521521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:45.522071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:45.522486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:45.523314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:45.525041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:45.559392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:45.561917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:45.563083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:45.601940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:45.603232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:45.603981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:45.721876] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.787865] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.914681] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.926268] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.947236] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-17
[2025-12-17T20:35:45.954344] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:45.984049] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-17T20:35:45.984122] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=2.67% (Conf=68.7642%)
[2025-12-17T20:35:45.984488] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-17T20:35:45.984541] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-17T20:35:45.985642] [INFO ] [main      ] Progress: 118/430 forecasts completed (27.4%). CELZ finished in 0.7s. ETA: 54.2s. Rate: 345.25 forecasts/min
[2025-12-17T20:35:45.996066] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:45.997048] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-17T20:35:45.997107] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-17T20:35:45.997138] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-17T20:35:45.998043] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:45.998110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:46.003187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:46.053949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:46.055086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:46.057198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:46.059564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.080824] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-17T20:35:46.080901] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=59.5514%)
[2025-12-17T20:35:46.081255] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-17T20:35:46.081306] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-17T20:35:46.082622] [INFO ] [main      ] Progress: 119/430 forecasts completed (27.7%). ALGN finished in 0.6s. ETA: 53.8s. Rate: 346.54 forecasts/min
[2025-12-17T20:35:46.093015] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.094133] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-17T20:35:46.094185] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-17T20:35:46.094217] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-17T20:35:46.095046] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:46.095106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:46.096027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:46.096825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:46.098824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:46.099545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.110568] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.121368] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.194880] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-17T20:35:46.194946] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=49.0309%)
[2025-12-17T20:35:46.195296] [INFO ] [main      ] Progress: 120/430 forecasts completed (27.9%). CAAP finished in 0.7s. ETA: 53.5s. Rate: 347.55 forecasts/min
[2025-12-17T20:35:46.195418] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-17T20:35:46.195461] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-17T20:35:46.197400] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-17T20:35:46.197486] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=3.05% (Conf=63.2943%)
[2025-12-17T20:35:46.197725] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-17T20:35:46.197774] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-17T20:35:46.197845] [INFO ] [main      ] Progress: 121/430 forecasts completed (28.1%). FCBC finished in 0.8s. ETA: 52.9s. Rate: 350.40 forecasts/min
[2025-12-17T20:35:46.206786] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.208565] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-17T20:35:46.208635] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-17T20:35:46.208666] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-17T20:35:46.209839] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:46.209920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:46.212884] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.214685] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-17T20:35:46.214748] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-17T20:35:46.214782] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-17T20:35:46.215411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:46.215794] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:46.215862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:46.217334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:46.217852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:46.218434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:46.221632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:46.223089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.257790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:46.305069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:46.305978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:46.306679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:46.312435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.395072] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-17
[2025-12-17T20:35:46.435280] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-17
[2025-12-17T20:35:46.562543] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.592486] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-17
[2025-12-17T20:35:46.603773] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.631929] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-17T20:35:46.632000] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=60.5064%)
[2025-12-17T20:35:46.632185] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-17T20:35:46.632229] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-17T20:35:46.632880] [INFO ] [main      ] Progress: 122/430 forecasts completed (28.4%). CDXS finished in 0.6s. ETA: 53.4s. Rate: 346.03 forecasts/min
[2025-12-17T20:35:46.642745] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.643739] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-17T20:35:46.643794] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-17T20:35:46.643827] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-17T20:35:46.644996] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:46.645066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:46.647497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.659756] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-17
[2025-12-17T20:35:46.667135] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-17T20:35:46.667198] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-2.13% (Conf=48.7647%)
[2025-12-17T20:35:46.667530] [INFO ] [main      ] Progress: 123/430 forecasts completed (28.6%). OBDC finished in 0.6s. ETA: 52.9s. Rate: 348.30 forecasts/min
[2025-12-17T20:35:46.667670] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-17T20:35:46.667713] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-17T20:35:46.678965] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.680021] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-17T20:35:46.680071] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-17T20:35:46.680103] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-17T20:35:46.680888] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:46.680948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:46.681672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:46.682921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:46.683602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:46.684283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:46.685404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.774390] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.829749] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:46.838931] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-17T20:35:46.839002] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=52.6418%)
[2025-12-17T20:35:46.839170] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-17T20:35:46.839214] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-17T20:35:46.839840] [INFO ] [main      ] Progress: 124/430 forecasts completed (28.8%). DGICA finished in 0.6s. ETA: 52.7s. Rate: 348.30 forecasts/min
[2025-12-17T20:35:46.852262] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.853232] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-17T20:35:46.853300] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-17T20:35:46.853336] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-17T20:35:46.854192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:46.854254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:46.859203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:46.861104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:46.865949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:46.867108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:46.868957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.907746] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-17T20:35:46.907813] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=51.6858%)
[2025-12-17T20:35:46.908180] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-17T20:35:46.908234] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-17T20:35:46.908625] [INFO ] [main      ] Progress: 125/430 forecasts completed (29.1%). ROE finished in 0.7s. ETA: 52.3s. Rate: 349.98 forecasts/min
[2025-12-17T20:35:46.919774] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:46.920883] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-17T20:35:46.920939] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-17T20:35:46.920970] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-17T20:35:46.921781] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:46.921841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:46.922770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:46.924066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:46.925902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:46.926624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:46.978676] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.019088] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.144923] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.185659] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.197021] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-17T20:35:47.197087] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=61.1758%)
[2025-12-17T20:35:47.197456] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-17T20:35:47.197505] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-17T20:35:47.197658] [INFO ] [main      ] Progress: 126/430 forecasts completed (29.3%). ENTX finished in 0.6s. ETA: 52.4s. Rate: 348.08 forecasts/min
[2025-12-17T20:35:47.208198] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.209344] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-17T20:35:47.209396] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-17T20:35:47.209427] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-17T20:35:47.210276] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:47.210339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:47.211278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:47.213054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:47.213498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:47.213867] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.214487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:47.216080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:47.217088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:47.217762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:47.270601] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.294000] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-17T20:35:47.294066] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=57.9642%)
[2025-12-17T20:35:47.294383] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-17T20:35:47.294433] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-17T20:35:47.295341] [INFO ] [main      ] Progress: 127/430 forecasts completed (29.5%). LHX finished in 0.6s. ETA: 52.1s. Rate: 349.28 forecasts/min
[2025-12-17T20:35:47.305879] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.306934] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-17T20:35:47.306986] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-17T20:35:47.307017] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-17T20:35:47.307816] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:47.307874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:47.308760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:47.311278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:47.312053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:47.384963] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.452959] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.523019] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-17T20:35:47.523088] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=44.9206%)
[2025-12-17T20:35:47.523250] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-17T20:35:47.523293] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-17T20:35:47.523981] [INFO ] [main      ] Progress: 128/430 forecasts completed (29.8%). AM finished in 0.7s. ETA: 52.0s. Rate: 348.37 forecasts/min
[2025-12-17T20:35:47.532369] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-17T20:35:47.532430] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=3.56% (Conf=45.4979%)
[2025-12-17T20:35:47.532762] [INFO ] [main      ] Progress: 129/430 forecasts completed (30.0%). SRAD finished in 0.6s. ETA: 51.5s. Rate: 350.96 forecasts/min
[2025-12-17T20:35:47.532910] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-17T20:35:47.533145] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-17T20:35:47.535754] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.536651] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-17T20:35:47.536708] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-17T20:35:47.536739] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-17T20:35:47.537558] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:47.537642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:47.539335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:47.539881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:47.540274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:47.542318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:47.543898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:47.544520] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.545372] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-17T20:35:47.545425] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-17T20:35:47.545457] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-17T20:35:47.546280] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:47.546341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:47.547265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:47.549034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:47.551101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:47.560641] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.648129] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.741507] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.814513] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:47.852240] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-17T20:35:47.852314] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=50.0096%)
[2025-12-17T20:35:47.852715] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-17T20:35:47.852768] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-17T20:35:47.853764] [INFO ] [main      ] Progress: 130/430 forecasts completed (30.2%). FELE finished in 0.7s. ETA: 51.6s. Rate: 348.60 forecasts/min
[2025-12-17T20:35:47.864424] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.865673] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-17T20:35:47.865742] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-17T20:35:47.865777] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-17T20:35:47.866725] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:47.866791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:47.872186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:47.874319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:47.874882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:47.875301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:47.876279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:47.878965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:47.880314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:47.881108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:47.887626] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.899492] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-17T20:35:47.899560] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=2.99% (Conf=49.3652%)
[2025-12-17T20:35:47.899740] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-17T20:35:47.899782] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-17T20:35:47.901652] [INFO ] [main      ] Progress: 131/430 forecasts completed (30.5%). YUMC finished in 0.6s. ETA: 51.2s. Rate: 350.53 forecasts/min
[2025-12-17T20:35:47.912455] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:47.913377] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-17T20:35:47.913427] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-17T20:35:47.913458] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-17T20:35:47.914248] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:47.914311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:47.915365] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-17
[2025-12-17T20:35:47.919044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:47.919857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:48.026130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:48.026932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:48.028210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:48.060517] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.092199] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.130132] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-17T20:35:48.130203] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=43.4827%)
[2025-12-17T20:35:48.130370] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-17T20:35:48.130414] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-17T20:35:48.130930] [INFO ] [main      ] Progress: 132/430 forecasts completed (30.7%). BLFY finished in 0.6s. ETA: 51.1s. Rate: 349.64 forecasts/min
[2025-12-17T20:35:48.143794] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.144961] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-17T20:35:48.145020] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-17T20:35:48.145227] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-17T20:35:48.146135] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:35:48.213971] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-17T20:35:48.214035] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=46.9018%)
[2025-12-17T20:35:48.214380] [INFO ] [main      ] Progress: 133/430 forecasts completed (30.9%). IRTC finished in 0.7s. ETA: 50.8s. Rate: 350.99 forecasts/min
[2025-12-17T20:35:48.214500] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-17T20:35:48.214542] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-17T20:35:48.225258] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.226030] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-17T20:35:48.226085] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-17T20:35:48.226114] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-17T20:35:48.226928] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:48.226996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:48.231746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:48.232523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:48.234335] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-17
[2025-12-17T20:35:48.379964] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-17
[2025-12-17T20:35:48.404722] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.481326] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-17T20:35:48.481394] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=49.6462%)
[2025-12-17T20:35:48.481553] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-17T20:35:48.481614] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-17T20:35:48.481893] [INFO ] [main      ] Progress: 134/430 forecasts completed (31.2%). CHCI finished in 0.6s. ETA: 50.8s. Rate: 349.52 forecasts/min
[2025-12-17T20:35:48.492674] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.493553] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-17T20:35:48.493644] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-17T20:35:48.493677] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-17T20:35:48.494494] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:48.494586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:48.499380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:48.499703] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-17
[2025-12-17T20:35:48.500257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:48.501996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:48.561896] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.594513] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-17
[2025-12-17T20:35:48.642296] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-17T20:35:48.642368] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=58.1264%)
[2025-12-17T20:35:48.642747] [INFO ] [main      ] Fetching symbol history for CLBK...
[2025-12-17T20:35:48.642799] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2025-12-17T20:35:48.643660] [INFO ] [main      ] Progress: 135/430 forecasts completed (31.4%). PRTA finished in 0.7s. ETA: 50.6s. Rate: 349.67 forecasts/min
[2025-12-17T20:35:48.657976] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.659259] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2025-12-17T20:35:48.659329] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2025-12-17T20:35:48.659376] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2025-12-17T20:35:48.660457] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:48.660536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:48.662796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:48.663462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:48.664003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:48.665102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:48.668940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:48.670689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:48.673627] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.674191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:48.776356] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:48.815095] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-17T20:35:48.815161] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=50.4091%)
[2025-12-17T20:35:48.815323] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-17T20:35:48.815365] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-17T20:35:48.817674] [INFO ] [main      ] Progress: 136/430 forecasts completed (31.6%). AAPL finished in 0.7s. ETA: 50.5s. Rate: 349.63 forecasts/min
[2025-12-17T20:35:48.827479] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.828458] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-17T20:35:48.828508] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-17T20:35:48.828539] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-17T20:35:48.829362] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:48.829421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:48.834128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:48.835877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:48.836353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:48.837234] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-17
[2025-12-17T20:35:48.870395] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-17T20:35:48.870462] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=60.697%)
[2025-12-17T20:35:48.870818] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-17T20:35:48.870882] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-17T20:35:48.871649] [INFO ] [main      ] Progress: 137/430 forecasts completed (31.9%). TNL finished in 0.7s. ETA: 50.0s. Rate: 351.39 forecasts/min
[2025-12-17T20:35:48.882488] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:48.883397] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-17T20:35:48.883446] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-17T20:35:48.883476] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-17T20:35:48.884268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:48.884328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:48.886050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:48.886542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:48.887447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:48.888629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:48.889659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.005838] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.046674] [DEBUG] [MAG       ] CLBK: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.076836] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-17T20:35:49.076903] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=2.58% (Conf=46.5563%)
[2025-12-17T20:35:49.077061] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-17T20:35:49.077104] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-17T20:35:49.078826] [INFO ] [main      ] Progress: 138/430 forecasts completed (32.1%). DCTH finished in 0.6s. ETA: 49.9s. Rate: 350.85 forecasts/min
[2025-12-17T20:35:49.089479] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:49.091418] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-17T20:35:49.091469] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-17T20:35:49.091500] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-17T20:35:49.092272] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:49.092331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:49.094187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:49.094697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:49.095080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:49.145080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.179978] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.233083] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.255511] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.302308] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2025-12-17T20:35:49.302373] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=60.3159%)
[2025-12-17T20:35:49.302717] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-17T20:35:49.302766] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-17T20:35:49.303670] [INFO ] [main      ] Progress: 139/430 forecasts completed (32.3%). CLBK finished in 0.7s. ETA: 49.9s. Rate: 350.05 forecasts/min
[2025-12-17T20:35:49.314321] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:49.315517] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-17T20:35:49.315594] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-17T20:35:49.315628] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-17T20:35:49.316404] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:49.316467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:49.321186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:49.322944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:49.323408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:49.323803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:49.324497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:49.353180] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.361623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:49.363621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:49.367791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:49.368836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.431251] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.453466] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-17T20:35:49.453533] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=57.6295%)
[2025-12-17T20:35:49.453706] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-17T20:35:49.453751] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-17T20:35:49.455034] [INFO ] [main      ] Progress: 140/430 forecasts completed (32.6%). PFG finished in 0.6s. ETA: 49.7s. Rate: 350.35 forecasts/min
[2025-12-17T20:35:49.465873] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:49.466968] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-17T20:35:49.467031] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-17T20:35:49.467061] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-17T20:35:49.467868] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:49.467929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:49.472787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:49.474605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:49.475083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:49.475893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:49.478193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:49.479181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.484724] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.490788] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-17T20:35:49.490853] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=53.1095%)
[2025-12-17T20:35:49.491013] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-17T20:35:49.491055] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-17T20:35:49.491810] [INFO ] [main      ] Progress: 141/430 forecasts completed (32.8%). AMBP finished in 0.6s. ETA: 49.2s. Rate: 352.31 forecasts/min
[2025-12-17T20:35:49.502069] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:49.502894] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-17T20:35:49.502945] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-17T20:35:49.502976] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-17T20:35:49.503779] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:49.503839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:49.509003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:49.509998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.652451] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.705280] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.711386] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-17T20:35:49.711452] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=63.1627%)
[2025-12-17T20:35:49.711619] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-17T20:35:49.711688] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-17T20:35:49.711825] [INFO ] [main      ] Progress: 142/430 forecasts completed (33.0%). TRIN finished in 0.6s. ETA: 49.1s. Rate: 351.59 forecasts/min
[2025-12-17T20:35:49.725684] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:49.726657] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-17T20:35:49.726707] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-17T20:35:49.726738] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-17T20:35:49.727714] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:35:49.727778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:49.776075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:49.777171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:49.777859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:49.780826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:49.781494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:49.782210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:49.782906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:49.785614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:49.789627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:49.790773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:49.826737] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.871008] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-17
[2025-12-17T20:35:49.874546] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.996563] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:49.997837] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-17T20:35:49.997901] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=60.1177%)
[2025-12-17T20:35:49.998253] [INFO ] [main      ] Progress: 143/430 forecasts completed (33.3%). STLD finished in 0.7s. ETA: 49.2s. Rate: 349.93 forecasts/min
[2025-12-17T20:35:49.998382] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-17T20:35:49.998424] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-17T20:35:50.009235] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.010308] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-17T20:35:50.010363] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-17T20:35:50.010394] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-17T20:35:50.011184] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:50.011246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:50.012923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:50.013448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:50.013856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:50.039234] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:50.077598] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-17T20:35:50.077670] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=58.0919%)
[2025-12-17T20:35:50.077827] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-17T20:35:50.077870] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-17T20:35:50.078826] [INFO ] [main      ] Progress: 144/430 forecasts completed (33.5%). CMP finished in 0.6s. ETA: 48.9s. Rate: 351.22 forecasts/min
[2025-12-17T20:35:50.090556] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.091407] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-17T20:35:50.091457] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-17T20:35:50.091487] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-17T20:35:50.092291] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:35:50.092349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:50.093107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.108484] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-17T20:35:50.108553] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=54.1431%)
[2025-12-17T20:35:50.108742] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-17T20:35:50.108788] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-17T20:35:50.110633] [INFO ] [main      ] Progress: 145/430 forecasts completed (33.7%). HAIN finished in 0.6s. ETA: 48.4s. Rate: 353.20 forecasts/min
[2025-12-17T20:35:50.120034] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.121137] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-17T20:35:50.121189] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-17T20:35:50.121170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:50.121223] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-17T20:35:50.122049] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:50.122111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:50.123924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:50.124439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:50.124864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:50.125767] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-17
[2025-12-17T20:35:50.126566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.159028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:50.160043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:50.160689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.292120] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:50.367801] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-17T20:35:50.367864] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=2.93% (Conf=54.2765%)
[2025-12-17T20:35:50.368189] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-17T20:35:50.368238] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-17T20:35:50.368623] [INFO ] [main      ] Progress: 146/430 forecasts completed (34.0%). SHLS finished in 0.7s. ETA: 48.4s. Rate: 351.95 forecasts/min
[2025-12-17T20:35:50.379018] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.379943] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-17T20:35:50.379994] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-17T20:35:50.380025] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-17T20:35:50.380793] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:50.380851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:50.385664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:50.387327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.438152] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-17
[2025-12-17T20:35:50.468141] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-17
[2025-12-17T20:35:50.497173] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-17
[2025-12-17T20:35:50.621708] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:50.638883] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:50.665137] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:50.691550] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-17T20:35:50.691636] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=55.5928%)
[2025-12-17T20:35:50.691798] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-17T20:35:50.691841] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-17T20:35:50.692875] [INFO ] [main      ] Progress: 147/430 forecasts completed (34.2%). AIPI finished in 0.6s. ETA: 48.5s. Rate: 349.80 forecasts/min
[2025-12-17T20:35:50.704724] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.705933] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-17T20:35:50.705987] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-17T20:35:50.706020] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-17T20:35:50.706852] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:50.706915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:50.712089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:50.713976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:50.714470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:50.714890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:50.723683] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-17
[2025-12-17T20:35:50.724970] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-17T20:35:50.725046] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=40.8632%)
[2025-12-17T20:35:50.725400] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-17T20:35:50.725396] [INFO ] [main      ] Progress: 148/430 forecasts completed (34.4%). SNTI finished in 0.6s. ETA: 48.1s. Rate: 351.73 forecasts/min
[2025-12-17T20:35:50.725451] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-17T20:35:50.735124] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-17T20:35:50.735183] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=67.6387%)
[2025-12-17T20:35:50.735519] [INFO ] [main      ] Progress: 149/430 forecasts completed (34.7%). ALZN finished in 0.7s. ETA: 47.6s. Rate: 353.96 forecasts/min
[2025-12-17T20:35:50.735655] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-17T20:35:50.735698] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-17T20:35:50.738498] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.739605] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-17T20:35:50.739664] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-17T20:35:50.739700] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-17T20:35:50.740784] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:50.740843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:50.746520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:50.749777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.752266] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:50.753188] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-17T20:35:50.753241] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-17T20:35:50.753274] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-17T20:35:50.754135] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:50.754199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:50.758965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:50.759207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:50.759946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.761916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:50.763683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:50.815153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:50.816642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:50.894695] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.014921] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-17T20:35:51.014990] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=57.9484%)
[2025-12-17T20:35:51.015343] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-17T20:35:51.015392] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-17T20:35:51.015624] [INFO ] [main      ] Progress: 150/430 forecasts completed (34.9%). MATX finished in 0.6s. ETA: 47.7s. Rate: 352.43 forecasts/min
[2025-12-17T20:35:51.026266] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.027199] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-17T20:35:51.027258] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-17T20:35:51.027287] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-17T20:35:51.028083] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:51.028141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:51.032821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:51.033650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:51.034317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:51.035440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:51.095653] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.104818] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.161415] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.260922] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.277063] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.329882] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.337333] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-17T20:35:51.337397] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=57.6911%)
[2025-12-17T20:35:51.337771] [INFO ] [main      ] Progress: 151/430 forecasts completed (35.1%). OHI finished in 0.6s. ETA: 47.8s. Rate: 350.36 forecasts/min
[2025-12-17T20:35:51.337912] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-17T20:35:51.337957] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-17T20:35:51.349233] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.350296] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-17T20:35:51.350353] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-17T20:35:51.350398] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-17T20:35:51.351177] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:51.351235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:51.351955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:51.357595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:51.360029] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-17T20:35:51.360098] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=61.9645%)
[2025-12-17T20:35:51.360540] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-17T20:35:51.360610] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-17T20:35:51.360650] [INFO ] [main      ] Progress: 152/430 forecasts completed (35.3%). BNS finished in 0.6s. ETA: 47.3s. Rate: 352.37 forecasts/min
[2025-12-17T20:35:51.368513] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.372132] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.373289] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-17T20:35:51.373347] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-17T20:35:51.373377] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-17T20:35:51.374180] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:51.374241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:51.379147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:51.380042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:51.381303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:51.381995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:51.394983] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-17T20:35:51.395052] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=59.8228%)
[2025-12-17T20:35:51.395444] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-17T20:35:51.395503] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-17T20:35:51.395636] [INFO ] [main      ] Progress: 153/430 forecasts completed (35.6%). OCSL finished in 0.7s. ETA: 46.9s. Rate: 354.21 forecasts/min
[2025-12-17T20:35:51.407448] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.408960] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-17T20:35:51.409016] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-17T20:35:51.409048] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-17T20:35:51.409957] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:51.410018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:51.414971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:51.416231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:51.534681] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.639831] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-17T20:35:51.639897] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-4.30% (Conf=49.0998%)
[2025-12-17T20:35:51.640053] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-17T20:35:51.640096] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-17T20:35:51.641645] [INFO ] [main      ] Progress: 154/430 forecasts completed (35.8%). OXM finished in 0.6s. ETA: 46.9s. Rate: 353.17 forecasts/min
[2025-12-17T20:35:51.651835] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.652718] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-17T20:35:51.652827] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-17T20:35:51.652888] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-17T20:35:51.653707] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:51.653766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:51.658503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:51.659375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:51.663143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:51.664299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:35:51.665420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:51.693555] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.740608] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.756454] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-17
[2025-12-17T20:35:51.860540] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.920535] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.925382] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:51.927657] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-17T20:35:51.927720] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=59.3782%)
[2025-12-17T20:35:51.927871] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-17T20:35:51.927914] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-17T20:35:51.929064] [INFO ] [main      ] Progress: 155/430 forecasts completed (36.0%). MBC finished in 0.6s. ETA: 46.9s. Rate: 351.60 forecasts/min
[2025-12-17T20:35:51.939520] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:51.940652] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-17T20:35:51.940721] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-17T20:35:51.940753] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-17T20:35:51.941547] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:51.941624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:51.943346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:51.943871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:51.987829] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-17T20:35:51.987895] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1699%)
[2025-12-17T20:35:51.988251] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-17T20:35:51.988301] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-17T20:35:51.988650] [INFO ] [main      ] Progress: 156/430 forecasts completed (36.3%). PDI finished in 0.6s. ETA: 46.6s. Rate: 353.08 forecasts/min
[2025-12-17T20:35:51.999417] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.000395] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-17T20:35:52.000445] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-17T20:35:52.000477] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-17T20:35:52.001314] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:52.001376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:52.002169] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-17T20:35:52.002234] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=47.277%)
[2025-12-17T20:35:52.002715] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-17T20:35:52.002767] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-17T20:35:52.003632] [INFO ] [main      ] Progress: 157/430 forecasts completed (36.5%). PD finished in 0.6s. ETA: 46.1s. Rate: 355.14 forecasts/min
[2025-12-17T20:35:52.003861] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-17
[2025-12-17T20:35:52.014386] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.015315] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-17T20:35:52.015365] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-17T20:35:52.015396] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-17T20:35:52.016249] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:52.016316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:52.021525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:52.052642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:52.055876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:52.058171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.063127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:52.065237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:52.065786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:52.066874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:52.068731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:52.069844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:52.070540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:52.073471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.078645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:52.079846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:52.082842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:52.085487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:52.089735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:35:52.090531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.171287] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:52.249936] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-17T20:35:52.250003] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=51.2772%)
[2025-12-17T20:35:52.250346] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-17T20:35:52.250396] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-17T20:35:52.250628] [INFO ] [main      ] Progress: 158/430 forecasts completed (36.7%). PNQI finished in 0.6s. ETA: 46.1s. Rate: 354.10 forecasts/min
[2025-12-17T20:35:52.261682] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.262625] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-17T20:35:52.262681] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-17T20:35:52.262712] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-17T20:35:52.263470] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:52.263530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:52.268605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:52.269413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:52.307491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:52.309479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:52.310196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:52.328238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.393647] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-17
[2025-12-17T20:35:52.419197] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-17
[2025-12-17T20:35:52.436265] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-17
[2025-12-17T20:35:52.567972] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:52.590350] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:52.609280] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:52.636215] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-17T20:35:52.636290] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=61.8303%)
[2025-12-17T20:35:52.636650] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-17T20:35:52.636701] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-17T20:35:52.637650] [INFO ] [main      ] Progress: 159/430 forecasts completed (37.0%). BCAL finished in 0.7s. ETA: 46.3s. Rate: 351.27 forecasts/min
[2025-12-17T20:35:52.649007] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.650187] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-17T20:35:52.650240] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-17T20:35:52.650270] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-17T20:35:52.651109] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:35:52.651183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:52.652901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:52.653414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:52.653843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:52.654616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:52.655467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:52.666241] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-17
[2025-12-17T20:35:52.671869] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-17T20:35:52.671933] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=69.7114%)
[2025-12-17T20:35:52.672277] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-17T20:35:52.672326] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-17T20:35:52.672318] [INFO ] [main      ] Progress: 160/430 forecasts completed (37.2%). BEPI finished in 0.7s. ETA: 45.9s. Rate: 353.02 forecasts/min
[2025-12-17T20:35:52.684431] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.686042] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-17T20:35:52.686097] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-17T20:35:52.686129] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-17T20:35:52.687003] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:52.687065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:52.692347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:52.693317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:52.694152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:52.695090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.695476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.711834] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-17T20:35:52.711901] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=2.72% (Conf=56.2098%)
[2025-12-17T20:35:52.712064] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-17T20:35:52.712106] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-17T20:35:52.712974] [INFO ] [main      ] Progress: 161/430 forecasts completed (37.4%). SF finished in 0.7s. ETA: 45.5s. Rate: 354.70 forecasts/min
[2025-12-17T20:35:52.724091] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.726012] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-17T20:35:52.726085] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-17T20:35:52.726117] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-17T20:35:52.727195] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:52.727256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:52.732188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:52.733054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:52.733696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:52.734359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:52.833357] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:52.957547] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-17T20:35:52.957632] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=78.6552%)
[2025-12-17T20:35:52.957978] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-17T20:35:52.958027] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-17T20:35:52.958661] [INFO ] [main      ] Progress: 162/430 forecasts completed (37.7%). CTAS finished in 0.7s. ETA: 45.5s. Rate: 353.71 forecasts/min
[2025-12-17T20:35:52.968634] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:52.969769] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-17T20:35:52.969822] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-17T20:35:52.969853] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-17T20:35:52.970671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:52.970730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:52.975474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:52.976275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:53.013190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:53.014223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:53.016310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.043724] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.075668] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.076321] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.213626] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.245051] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.245360] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.280407] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-17T20:35:53.280483] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=18.38% (Conf=38.3415%)
[2025-12-17T20:35:53.280908] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-17T20:35:53.280962] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-17T20:35:53.280998] [INFO ] [main      ] Progress: 163/430 forecasts completed (37.9%). UDMY finished in 0.6s. ETA: 45.5s. Rate: 351.77 forecasts/min
[2025-12-17T20:35:53.293140] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:53.294420] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-17T20:35:53.294474] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-17T20:35:53.294506] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-17T20:35:53.295313] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:53.295375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:53.300262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:53.301292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:53.302878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:53.305696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.334192] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-17T20:35:53.334257] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-3.68% (Conf=51.7019%)
[2025-12-17T20:35:53.334631] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-17T20:35:53.334683] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-17T20:35:53.335665] [INFO ] [main      ] Progress: 164/430 forecasts completed (38.1%). JACK finished in 0.7s. ETA: 45.2s. Rate: 353.23 forecasts/min
[2025-12-17T20:35:53.340102] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-17T20:35:53.340168] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=65.576%)
[2025-12-17T20:35:53.340325] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-17T20:35:53.340368] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-17T20:35:53.340551] [INFO ] [main      ] Progress: 165/430 forecasts completed (38.4%). BBWI finished in 0.6s. ETA: 44.7s. Rate: 355.32 forecasts/min
[2025-12-17T20:35:53.346746] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:53.347701] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-17T20:35:53.347756] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-17T20:35:53.347789] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-17T20:35:53.348595] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:53.349040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:53.349165] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.349961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:53.351232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:53.353131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:53.353682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:53.354397] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:53.354870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:53.355158] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-17T20:35:53.355214] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-17T20:35:53.355244] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-17T20:35:53.356038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:53.356111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:53.356840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:53.357041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.431435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:53.433475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:53.434799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.516626] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.624426] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-17T20:35:53.624492] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=45.089%)
[2025-12-17T20:35:53.624665] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-17T20:35:53.624720] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-17T20:35:53.626679] [INFO ] [main      ] Progress: 166/430 forecasts completed (38.6%). CRVL finished in 0.7s. ETA: 44.8s. Rate: 353.84 forecasts/min
[2025-12-17T20:35:53.635845] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:53.636687] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-17T20:35:53.636756] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-17T20:35:53.636789] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-17T20:35:53.637541] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:53.637619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:53.639297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:53.639832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:53.640308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:53.640720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:53.643078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.645053] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.699506] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.816892] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.835938] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.874650] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:53.936310] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-17T20:35:53.936378] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=54.6766%)
[2025-12-17T20:35:53.936768] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-17T20:35:53.936821] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-17T20:35:53.937662] [INFO ] [main      ] Progress: 167/430 forecasts completed (38.8%). MIGI finished in 0.7s. ETA: 44.8s. Rate: 352.09 forecasts/min
[2025-12-17T20:35:53.949212] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:53.950181] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-17T20:35:53.950237] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-17T20:35:53.950283] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-17T20:35:53.951119] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:53.951179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:53.953661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:53.954832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:53.982794] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-17
[2025-12-17T20:35:53.989907] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-17T20:35:53.989971] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=51.9606%)
[2025-12-17T20:35:53.990343] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-17T20:35:53.990397] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-17T20:35:53.991655] [INFO ] [main      ] Progress: 168/430 forecasts completed (39.1%). RMI finished in 0.7s. ETA: 44.5s. Rate: 353.52 forecasts/min
[2025-12-17T20:35:54.002872] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.003777] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-17T20:35:54.003828] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-17T20:35:54.003859] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-17T20:35:54.004630] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:54.004689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:54.006383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:54.006915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:54.007337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:54.009841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:54.012789] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.049221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.113465] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-17T20:35:54.113535] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=46.496%)
[2025-12-17T20:35:54.113720] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-17T20:35:54.113766] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-17T20:35:54.114910] [INFO ] [main      ] Progress: 169/430 forecasts completed (39.3%). AMN finished in 0.8s. ETA: 44.2s. Rate: 354.10 forecasts/min
[2025-12-17T20:35:54.125607] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.127365] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-17T20:35:54.127425] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-17T20:35:54.127458] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-17T20:35:54.128342] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:54.128406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:54.133472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:54.135340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:54.135861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:54.136286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:54.137054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.151647] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.226996] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-17T20:35:54.227072] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=50.2712%)
[2025-12-17T20:35:54.227427] [INFO ] [main      ] Progress: 170/430 forecasts completed (39.5%). SSRM finished in 0.6s. ETA: 44.0s. Rate: 354.80 forecasts/min
[2025-12-17T20:35:54.227553] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-17T20:35:54.227627] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-17T20:35:54.238222] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.239191] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-17T20:35:54.239241] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-17T20:35:54.239272] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-17T20:35:54.240048] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:54.240113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:54.244869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:54.246628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:54.247102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:54.247853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:54.248649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:54.249849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.304777] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-17
[2025-12-17T20:35:54.393258] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-17
[2025-12-17T20:35:54.477932] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.499261] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-17
[2025-12-17T20:35:54.540362] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-17T20:35:54.540432] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=48.8976%)
[2025-12-17T20:35:54.540894] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-17T20:35:54.540946] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-17T20:35:54.541661] [INFO ] [main      ] Progress: 171/430 forecasts completed (39.8%). RDY finished in 0.6s. ETA: 44.0s. Rate: 353.03 forecasts/min
[2025-12-17T20:35:54.553005] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.554270] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-17T20:35:54.554323] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-17T20:35:54.554354] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-17T20:35:54.555181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:54.555241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:54.556118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:54.558540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:54.568757] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.597666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:54.600009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.644040] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-17T20:35:54.644122] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=49.4506%)
[2025-12-17T20:35:54.644562] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-17T20:35:54.644629] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-17T20:35:54.644627] [INFO ] [main      ] Progress: 172/430 forecasts completed (40.0%). INVH finished in 0.7s. ETA: 43.7s. Rate: 353.84 forecasts/min
[2025-12-17T20:35:54.650252] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-17
[2025-12-17T20:35:54.656731] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.659132] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-17T20:35:54.659192] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-17T20:35:54.659224] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-17T20:35:54.660092] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-17T20:35:54.660205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:54.665108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:54.666963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:54.667479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:54.667941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:54.668333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:54.669123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:54.669981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:54.672434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:54.688130] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.749429] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-17T20:35:54.749502] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=34.1898%)
[2025-12-17T20:35:54.749685] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-17T20:35:54.749750] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-17T20:35:54.751628] [INFO ] [main      ] Progress: 173/430 forecasts completed (40.2%). GGB finished in 0.6s. ETA: 43.5s. Rate: 354.59 forecasts/min
[2025-12-17T20:35:54.760893] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.762089] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-17T20:35:54.762157] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-17T20:35:54.762192] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-17T20:35:54.765841] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:54.765902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:54.768406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:54.771225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:54.772541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:54.773600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.787806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:54.789802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:54.820235] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:54.830254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:54.831471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:54.873025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:54.874093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:54.875427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:54.881172] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-17T20:35:54.881235] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=50.5708%)
[2025-12-17T20:35:54.881599] [INFO ] [main      ] Progress: 174/430 forecasts completed (40.5%). CFFN finished in 0.7s. ETA: 43.3s. Rate: 355.07 forecasts/min
[2025-12-17T20:35:54.881724] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-17T20:35:54.881767] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-17T20:35:54.892621] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:54.902563] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-17T20:35:54.902640] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-17T20:35:54.902672] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-17T20:35:54.903480] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:54.903539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:54.908310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:54.909332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:54.911797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:54.947257] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-17
[2025-12-17T20:35:54.953771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:54.954884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:54.957710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:54.961874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:54.963510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:54.966409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:54.967553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:54.974103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:54.975930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:54.977602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:54.979445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:54.983859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:54.984946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:54.985986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:54.989015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:54.990635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:54.991658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:54.992594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-17T20:35:54.993552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:54.997770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:55.000749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:55.003427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:55.005728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:55.010002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:55.027978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:55.029184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:55.030854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:55.031994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:55.033605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:55.035222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:35:55.036147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:55.037330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:35:55.038519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:55.040629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:35:55.042178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:55.044957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:55.046753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:55.052444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:55.119013] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.145111] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.251121] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.257427] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-17T20:35:55.257493] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=56.9366%)
[2025-12-17T20:35:55.257943] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-17T20:35:55.257995] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-17T20:35:55.258662] [INFO ] [main      ] Progress: 175/430 forecasts completed (40.7%). SOXX finished in 0.7s. ETA: 43.4s. Rate: 352.59 forecasts/min
[2025-12-17T20:35:55.272428] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:55.273736] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-17T20:35:55.273818] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-17T20:35:55.273850] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-17T20:35:55.274774] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:55.274846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:55.276561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:55.277149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:55.277537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:55.279923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:55.299107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:55.327732] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.393374] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.414593] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-17T20:35:55.414664] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=56.8453%)
[2025-12-17T20:35:55.414836] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-17T20:35:55.414882] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-17T20:35:55.416662] [INFO ] [main      ] Progress: 176/430 forecasts completed (40.9%). HMC finished in 0.7s. ETA: 43.2s. Rate: 352.73 forecasts/min
[2025-12-17T20:35:55.422151] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.426035] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:55.427194] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-17T20:35:55.427252] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-17T20:35:55.427286] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-17T20:35:55.428108] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:55.428170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:55.433114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:55.434924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:55.435561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:55.437739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:55.439489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:55.482556] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-17T20:35:55.482646] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=51.456%)
[2025-12-17T20:35:55.483411] [INFO ] [main      ] Progress: 177/430 forecasts completed (41.2%). CHSCL finished in 0.6s. ETA: 42.9s. Rate: 353.94 forecasts/min
[2025-12-17T20:35:55.483563] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-17T20:35:55.483622] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-17T20:35:55.497293] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:55.498895] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-17T20:35:55.498967] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-17T20:35:55.499001] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-17T20:35:55.499883] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:55.499944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:55.501989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:55.502565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:55.503036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:35:55.509275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:55.565657] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.662923] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.783380] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.834932] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-17T20:35:55.835004] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-17T20:35:55.835392] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-17T20:35:55.835443] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-17T20:35:55.835626] [INFO ] [main      ] Progress: 178/430 forecasts completed (41.4%). BSCQ finished in 1.2s. ETA: 43.0s. Rate: 351.81 forecasts/min
[2025-12-17T20:35:55.838098] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.847734] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:55.848666] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-17T20:35:55.848724] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-17T20:35:55.848755] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-17T20:35:55.849541] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:55.849624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:55.854441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:55.855780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:55.858487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:55.868485] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-17
[2025-12-17T20:35:55.873404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:55.874815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:55.946635] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-17T20:35:55.946702] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=-2.46% (Conf=59.1634%)
[2025-12-17T20:35:55.947163] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-17T20:35:55.947215] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-17T20:35:55.947658] [INFO ] [main      ] Progress: 179/430 forecasts completed (41.6%). POWI finished in 0.7s. ETA: 42.7s. Rate: 352.49 forecasts/min
[2025-12-17T20:35:55.952365] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:55.959569] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:55.960522] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-17T20:35:55.960600] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-17T20:35:55.960975] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-17T20:35:55.961802] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:55.961863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:55.963691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:55.964224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:55.964698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:55.965103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:55.966208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:55.968694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:56.010329] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-17T20:35:56.010396] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=51.4396%)
[2025-12-17T20:35:56.010793] [INFO ] [main      ] Progress: 180/430 forecasts completed (41.9%). TCPC finished in 0.6s. ETA: 42.4s. Rate: 353.73 forecasts/min
[2025-12-17T20:35:56.010923] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-17T20:35:56.010965] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-17T20:35:56.021762] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.023211] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-17T20:35:56.023267] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-17T20:35:56.023299] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-17T20:35:56.024066] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:56.024135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:56.025814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:56.026314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:56.026773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:56.027162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:56.031329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:56.043189] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:56.119597] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-17T20:35:56.119674] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=49.2488%)
[2025-12-17T20:35:56.120076] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-17T20:35:56.120137] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-17T20:35:56.120638] [INFO ] [main      ] Progress: 181/430 forecasts completed (42.1%). QQQJ finished in 0.6s. ETA: 42.2s. Rate: 354.42 forecasts/min
[2025-12-17T20:35:56.131732] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.132656] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-17T20:35:56.132708] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-17T20:35:56.132738] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-17T20:35:56.133506] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:56.133566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:56.138368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:56.139240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:56.140977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:56.145172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:56.214559] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.341179] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.373702] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.386479] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:56.488263] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.500298] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-17T20:35:56.500368] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=7.50% (Conf=57.0941%)
[2025-12-17T20:35:56.500764] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-17T20:35:56.500815] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-17T20:35:56.501625] [INFO ] [main      ] Progress: 182/430 forecasts completed (42.3%). TERN finished in 0.7s. ETA: 42.3s. Rate: 352.00 forecasts/min
[2025-12-17T20:35:56.512094] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.513244] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-17T20:35:56.513307] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-17T20:35:56.513337] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-17T20:35:56.514173] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:56.514234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:56.519018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:56.537210] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:56.542671] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:56.559346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:56.560337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:56.605883] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-17T20:35:56.605948] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=58.7252%)
[2025-12-17T20:35:56.606103] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-17T20:35:56.606145] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-17T20:35:56.606804] [INFO ] [main      ] Progress: 183/430 forecasts completed (42.6%). SWIM finished in 0.6s. ETA: 42.0s. Rate: 352.74 forecasts/min
[2025-12-17T20:35:56.616896] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.617782] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-17T20:35:56.617838] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-17T20:35:56.617868] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-17T20:35:56.618645] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:35:56.622900] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-17T20:35:56.622968] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-3.29% (Conf=53.5766%)
[2025-12-17T20:35:56.623295] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-17T20:35:56.623344] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-17T20:35:56.623643] [INFO ] [main      ] Progress: 184/430 forecasts completed (42.8%). KOD finished in 0.7s. ETA: 41.6s. Rate: 354.47 forecasts/min
[2025-12-17T20:35:56.636096] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.637445] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-17T20:35:56.637501] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-17T20:35:56.637531] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-17T20:35:56.638329] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:56.638388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:56.643100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:56.644070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:56.673596] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:56.742069] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-17T20:35:56.742145] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-8.57% (Conf=63.4976%)
[2025-12-17T20:35:56.742313] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-17T20:35:56.742358] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-17T20:35:56.743650] [INFO ] [main      ] Progress: 185/430 forecasts completed (43.0%). CMTL finished in 0.6s. ETA: 41.4s. Rate: 355.03 forecasts/min
[2025-12-17T20:35:56.754140] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:56.755328] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-17T20:35:56.755389] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-17T20:35:56.755426] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-17T20:35:56.756311] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-17T20:35:56.756417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:56.762120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:56.764062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:56.764602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:56.765061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:56.765494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:56.766346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:56.767285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:56.769877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:56.892650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:35:56.895072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:56.899717] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.937163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:56.938462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:56.959472] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-17
[2025-12-17T20:35:56.988018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:56.989235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:56.990648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:35:56.996067] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-17
[2025-12-17T20:35:57.069189] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.074125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:57.075078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:57.077152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:35:57.080108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:57.081334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:57.083864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:35:57.084766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:57.089479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:57.090846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:35:57.092524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:57.094129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:35:57.097235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:57.097995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:57.098718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:57.101034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:57.102542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:57.103286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:57.104213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-17T20:35:57.105042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:57.108250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:57.109979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:57.112608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:35:57.119868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:57.123986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:57.129161] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-17T20:35:57.129229] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-3.47% (Conf=48.6752%)
[2025-12-17T20:35:57.129623] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-17T20:35:57.129675] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-17T20:35:57.129638] [INFO ] [main      ] Progress: 186/430 forecasts completed (43.3%). AEI finished in 0.6s. ETA: 41.5s. Rate: 352.60 forecasts/min
[2025-12-17T20:35:57.129737] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.142101] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.142682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:57.143150] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-17T20:35:57.143203] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-17T20:35:57.143234] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-17T20:35:57.143960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:57.144001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:57.144062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:57.145752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:57.146533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:35:57.148222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:57.148330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:35:57.150111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:35:57.150281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.151125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:57.152462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:35:57.153793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:35:57.156045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:35:57.157807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.170163] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.250961] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-17T20:35:57.251029] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=51.9851%)
[2025-12-17T20:35:57.251350] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-17T20:35:57.251399] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-17T20:35:57.252159] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-17T20:35:57.252228] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=58.053%)
[2025-12-17T20:35:57.252634] [INFO ] [main      ] Progress: 187/430 forecasts completed (43.5%). EXP finished in 0.6s. ETA: 41.3s. Rate: 353.12 forecasts/min
[2025-12-17T20:35:57.252857] [INFO ] [main      ] Progress: 188/430 forecasts completed (43.7%). MGNI finished in 0.6s. ETA: 40.9s. Rate: 355.01 forecasts/min
[2025-12-17T20:35:57.252955] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-17T20:35:57.253014] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-17T20:35:57.262719] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.263768] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-17T20:35:57.263819] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-17T20:35:57.263850] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-17T20:35:57.264630] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:57.264690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:57.266375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:57.266908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:57.267382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:57.267847] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.268145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:57.268951] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-17T20:35:57.268984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:35:57.269007] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-17T20:35:57.269038] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-17T20:35:57.269914] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:35:57.269976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:57.270643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.271798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:57.272323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:57.272784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:35:57.322639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:57.324259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.491744] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-17
[2025-12-17T20:35:57.532588] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-17
[2025-12-17T20:35:57.614501] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-17
[2025-12-17T20:35:57.664044] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.685762] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-17
[2025-12-17T20:35:57.725249] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.753045] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-17T20:35:57.753109] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-47.28% (Conf=46.2523%)
[2025-12-17T20:35:57.753610] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-17T20:35:57.753663] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-17T20:35:57.753683] [INFO ] [main      ] Progress: 189/430 forecasts completed (44.0%). WLDS finished in 0.6s. ETA: 41.2s. Rate: 351.36 forecasts/min
[2025-12-17T20:35:57.765207] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.766323] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-17T20:35:57.766380] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-17T20:35:57.766411] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-17T20:35:57.767257] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:57.767319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:57.772253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:57.774054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:57.774625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:57.783056] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.792728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.856140] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:57.867034] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-17T20:35:57.867106] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=58.2599%)
[2025-12-17T20:35:57.867471] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-17T20:35:57.867535] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-17T20:35:57.868661] [INFO ] [main      ] Progress: 190/430 forecasts completed (44.2%). INSG finished in 0.6s. ETA: 40.9s. Rate: 351.96 forecasts/min
[2025-12-17T20:35:57.878184] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.879103] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-17T20:35:57.879154] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-17T20:35:57.879519] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-17T20:35:57.880491] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:35:57.880554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:57.882923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:57.883894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:35:57.884539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:35:57.885669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:57.887482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:57.887966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:57.888986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:35:57.890787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:35:57.891835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:35:57.892481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:57.982095] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-17T20:35:57.982165] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=50.4086%)
[2025-12-17T20:35:57.982353] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-17T20:35:57.982400] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-17T20:35:57.983115] [INFO ] [main      ] Progress: 191/430 forecasts completed (44.4%). LH finished in 0.7s. ETA: 40.7s. Rate: 352.57 forecasts/min
[2025-12-17T20:35:57.994774] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:57.995689] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-17T20:35:57.995743] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-17T20:35:57.995775] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-17T20:35:57.996813] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:57.996884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:58.001797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:58.003688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:58.003931] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-17T20:35:58.004021] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-17T20:35:58.004202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:58.004462] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-17T20:35:58.004535] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-17T20:35:58.004676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:58.005073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:58.005725] [INFO ] [main      ] Progress: 192/430 forecasts completed (44.7%). FTSM finished in 1.3s. ETA: 40.3s. Rate: 354.17 forecasts/min
[2025-12-17T20:35:58.018228] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:58.019306] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-17T20:35:58.019370] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-17T20:35:58.019404] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-17T20:35:58.020283] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:58.020352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:58.025420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:58.027447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:35:58.027957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:58.028722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:58.118047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:58.131603] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.227164] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.298946] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:58.355982] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-17T20:35:58.356049] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-17T20:35:58.356670] [INFO ] [main      ] Progress: 193/430 forecasts completed (44.9%). EVF finished in 0.6s. ETA: 40.4s. Rate: 352.21 forecasts/min
[2025-12-17T20:35:58.356378] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-17T20:35:58.360241] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-17T20:35:58.372023] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:58.372980] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-17T20:35:58.373047] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-17T20:35:58.373087] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-17T20:35:58.373918] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:58.373982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:58.375780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:58.376299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:58.376714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:58.377599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:35:58.396841] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:58.397289] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.466312] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.487950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:58.488778] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-17T20:35:58.488880] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=47.517%)
[2025-12-17T20:35:58.489274] [INFO ] [main      ] Fetching symbol history for LYRA...
[2025-12-17T20:35:58.489325] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2025-12-17T20:35:58.489205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:58.489680] [INFO ] [main      ] Progress: 194/430 forecasts completed (45.1%). MCHI finished in 0.6s. ETA: 40.2s. Rate: 352.61 forecasts/min
[2025-12-17T20:35:58.500666] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:58.501813] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2025-12-17T20:35:58.501866] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2025-12-17T20:35:58.501897] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2025-12-17T20:35:58.502753] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:58.502813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:35:58.503474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:35:58.504253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:35:58.507031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:58.579808] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:58.637646] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-17T20:35:58.637712] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=6.94% (Conf=56.3261%)
[2025-12-17T20:35:58.637868] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-17T20:35:58.637911] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-17T20:35:58.639074] [INFO ] [main      ] Progress: 195/430 forecasts completed (45.3%). PLUG finished in 0.6s. ETA: 40.0s. Rate: 352.83 forecasts/min
[2025-12-17T20:35:58.642150] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:58.648691] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:58.649811] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-17T20:35:58.649870] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-17T20:35:58.649902] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-17T20:35:58.650676] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:35:58.727303] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-17T20:35:58.727373] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=44.8836%)
[2025-12-17T20:35:58.727772] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-17T20:35:58.727824] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-17T20:35:58.728647] [INFO ] [main      ] Progress: 196/430 forecasts completed (45.6%). PRGO finished in 0.7s. ETA: 39.7s. Rate: 353.69 forecasts/min
[2025-12-17T20:35:58.740751] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:58.741710] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-17T20:35:58.741764] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-17T20:35:58.741795] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-17T20:35:58.742619] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:58.742684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:58.747810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:58.749812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:58.750363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:58.750840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:58.751912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:58.753278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:58.754369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:35:58.755528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:35:58.756675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:58.830043] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.856754] [DEBUG] [MAG       ] LYRA: Last date is validated at 2025-12-17
[2025-12-17T20:35:58.998948] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.006280] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.036608] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.057360] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-17T20:35:59.057428] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=33.6073%)
[2025-12-17T20:35:59.057920] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-17T20:35:59.057973] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-17T20:35:59.058685] [INFO ] [main      ] Progress: 197/430 forecasts completed (45.8%). CHSCN finished in 0.7s. ETA: 39.7s. Rate: 352.00 forecasts/min
[2025-12-17T20:35:59.069725] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.070961] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-17T20:35:59.071020] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-17T20:35:59.071054] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-17T20:35:59.071867] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:59.071929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:59.076637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:59.109995] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.115619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:59.116600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:59.117782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:59.119874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:59.120526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.152961] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2025-12-17T20:35:59.153028] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=21.73% (Conf=33.3437%)
[2025-12-17T20:35:59.153388] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-17T20:35:59.153439] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-17T20:35:59.153621] [INFO ] [main      ] Progress: 198/430 forecasts completed (46.0%). LYRA finished in 0.7s. ETA: 39.5s. Rate: 352.79 forecasts/min
[2025-12-17T20:35:59.165086] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.166261] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-17T20:35:59.166314] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-17T20:35:59.166345] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-17T20:35:59.167181] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:35:59.167243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:59.168797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:59.171852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:35:59.174996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.188929] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.260201] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-17T20:35:59.260272] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=54.1706%)
[2025-12-17T20:35:59.260435] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-17T20:35:59.260480] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-17T20:35:59.261179] [INFO ] [main      ] Progress: 199/430 forecasts completed (46.3%). GPIQ finished in 0.6s. ETA: 39.2s. Rate: 353.44 forecasts/min
[2025-12-17T20:35:59.272232] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.273171] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-17T20:35:59.273221] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-17T20:35:59.273252] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-17T20:35:59.274030] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:35:59.274089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:35:59.275765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:35:59.276267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:35:59.276673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:35:59.278449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:35:59.280486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:35:59.282136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.286462] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.387442] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-17T20:35:59.387510] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=69.7337%)
[2025-12-17T20:35:59.387876] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-17T20:35:59.387926] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-17T20:35:59.388655] [INFO ] [main      ] Progress: 200/430 forecasts completed (46.5%). CPK finished in 0.7s. ETA: 39.0s. Rate: 353.88 forecasts/min
[2025-12-17T20:35:59.399150] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.400101] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-17T20:35:59.400164] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-17T20:35:59.400195] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-17T20:35:59.401118] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:35:59.401182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:59.406047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:59.408631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:35:59.446654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:59.447894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:35:59.448676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:35:59.453024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:35:59.453736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:35:59.453879] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.457670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:35:59.475099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.510038] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.620561] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.636423] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.679809] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.694918] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-17T20:35:59.694993] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=57.1138%)
[2025-12-17T20:35:59.695363] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-17T20:35:59.695413] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-17T20:35:59.696660] [INFO ] [main      ] Progress: 201/430 forecasts completed (46.7%). NOMD finished in 0.6s. ETA: 39.0s. Rate: 352.45 forecasts/min
[2025-12-17T20:35:59.707524] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.708529] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-17T20:35:59.708601] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-17T20:35:59.708636] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-17T20:35:59.709477] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:35:59.709539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:59.714361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:59.715232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:35:59.716052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:35:59.718465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:35:59.719440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:35:59.720469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:35:59.721184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:35:59.723182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.750498] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-17T20:35:59.750563] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=2.69% (Conf=49.4291%)
[2025-12-17T20:35:59.750940] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-17T20:35:59.750990] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-17T20:35:59.751674] [INFO ] [main      ] Progress: 202/430 forecasts completed (47.0%). INGN finished in 0.6s. ETA: 38.7s. Rate: 353.63 forecasts/min
[2025-12-17T20:35:59.761922] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.762976] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-17T20:35:59.763036] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-17T20:35:59.763070] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-17T20:35:59.763951] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:35:59.764012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:59.768806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:35:59.770136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:35:59.771712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:35:59.774039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.817251] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:35:59.818375] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-17
[2025-12-17T20:35:59.913153] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-17T20:35:59.913222] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=53.5896%)
[2025-12-17T20:35:59.913618] [INFO ] [main      ] Progress: 203/430 forecasts completed (47.2%). TWFG finished in 0.7s. ETA: 38.5s. Rate: 353.71 forecasts/min
[2025-12-17T20:35:59.913757] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-17T20:35:59.913803] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-17T20:35:59.927011] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:35:59.928207] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-17T20:35:59.928265] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-17T20:35:59.928297] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-17T20:35:59.929157] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:35:59.929218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:35:59.934345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:35:59.935202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:35:59.991746] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:00.063054] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-17
[2025-12-17T20:36:00.083540] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-17T20:36:00.083653] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=64.8285%)
[2025-12-17T20:36:00.084104] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-17T20:36:00.084172] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-17T20:36:00.084668] [INFO ] [main      ] Progress: 204/430 forecasts completed (47.4%). RGCO finished in 0.7s. ETA: 38.3s. Rate: 353.70 forecasts/min
[2025-12-17T20:36:00.096604] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:00.097894] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-17T20:36:00.097954] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-17T20:36:00.097987] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-17T20:36:00.098934] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:00.098995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:00.100112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:00.113558] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-17
[2025-12-17T20:36:00.232348] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:00.280567] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-17
[2025-12-17T20:36:00.282940] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:00.314697] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-17T20:36:00.314764] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-6.64% (Conf=52.5799%)
[2025-12-17T20:36:00.315108] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-17T20:36:00.315163] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-17T20:36:00.316646] [INFO ] [main      ] Progress: 205/430 forecasts completed (47.7%). FSLY finished in 0.6s. ETA: 38.2s. Rate: 353.06 forecasts/min
[2025-12-17T20:36:00.326896] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:00.328156] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-17T20:36:00.328216] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-17T20:36:00.328256] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-17T20:36:00.329064] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:36:00.347057] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-17T20:36:00.347121] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=65.0245%)
[2025-12-17T20:36:00.347461] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-17T20:36:00.347511] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-17T20:36:00.347621] [INFO ] [main      ] Progress: 206/430 forecasts completed (47.9%). CTBB finished in 0.6s. ETA: 37.9s. Rate: 354.47 forecasts/min
[2025-12-17T20:36:00.358140] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:00.359113] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-17T20:36:00.359169] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-17T20:36:00.359201] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-17T20:36:00.359976] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:00.360037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:00.364744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:00.366492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:00.366983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:00.367423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:00.367838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:00.374163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:00.377775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:00.379672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:00.451234] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-17
[2025-12-17T20:36:00.459497] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:00.574181] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-17T20:36:00.574257] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=59.9078%)
[2025-12-17T20:36:00.574410] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-17T20:36:00.575018] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-17T20:36:00.576779] [INFO ] [main      ] Progress: 207/430 forecasts completed (48.1%). EVTC finished in 0.7s. ETA: 37.8s. Rate: 353.87 forecasts/min
[2025-12-17T20:36:00.592556] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:00.596585] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-17T20:36:00.596640] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-17T20:36:00.596672] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-17T20:36:00.597431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:00.597490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:00.605304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:00.610196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:00.610903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:00.615361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:00.626081] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:00.767725] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-17T20:36:00.767823] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=65.5839%)
[2025-12-17T20:36:00.768272] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-17T20:36:00.768359] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-17T20:36:00.768659] [INFO ] [main      ] Progress: 208/430 forecasts completed (48.4%). ATRC finished in 0.7s. ETA: 37.7s. Rate: 353.64 forecasts/min
[2025-12-17T20:36:00.783016] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:00.784043] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-17T20:36:00.784096] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-17T20:36:00.784128] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-17T20:36:00.784992] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:00.785054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:00.787962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:00.789668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:00.792154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:00.793385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:00.831776] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-17
[2025-12-17T20:36:00.903950] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.008107] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.080079] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-17T20:36:01.080148] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=48.4718%)
[2025-12-17T20:36:01.080308] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-17T20:36:01.080354] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-17T20:36:01.081060] [INFO ] [main      ] Progress: 209/430 forecasts completed (48.6%). BLCN finished in 0.8s. ETA: 37.6s. Rate: 352.22 forecasts/min
[2025-12-17T20:36:01.105263] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.106257] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-17T20:36:01.106312] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-17T20:36:01.106345] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-17T20:36:01.107140] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:01.107206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:01.117083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:01.118926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:01.119437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:01.138950] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.151851] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.214259] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.235148] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-17T20:36:01.235216] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=41.7043%)
[2025-12-17T20:36:01.235652] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-17T20:36:01.235703] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-17T20:36:01.235663] [INFO ] [main      ] Progress: 210/430 forecasts completed (48.8%). MSBI finished in 0.9s. ETA: 37.5s. Rate: 352.38 forecasts/min
[2025-12-17T20:36:01.246666] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.248237] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-17T20:36:01.248318] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-17T20:36:01.248351] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-17T20:36:01.249205] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:01.249266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:01.250955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:01.251459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:01.254274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:01.256361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:01.273724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:01.316602] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.379878] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-17T20:36:01.379948] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=60.7163%)
[2025-12-17T20:36:01.380111] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-17T20:36:01.380153] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-17T20:36:01.382470] [INFO ] [main      ] Progress: 211/430 forecasts completed (49.1%). RMM finished in 0.6s. ETA: 37.3s. Rate: 352.61 forecasts/min
[2025-12-17T20:36:01.391382] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.392462] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-17T20:36:01.392519] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-17T20:36:01.392551] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-17T20:36:01.393429] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:01.393492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:01.395223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:01.395775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:01.397072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:01.399937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:01.472494] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.504077] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.550720] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-17T20:36:01.550792] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=50.639%)
[2025-12-17T20:36:01.550944] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-17T20:36:01.550988] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-17T20:36:01.552678] [INFO ] [main      ] Progress: 212/430 forecasts completed (49.3%). BHFAO finished in 1.0s. ETA: 37.1s. Rate: 352.61 forecasts/min
[2025-12-17T20:36:01.562260] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.563256] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-17T20:36:01.563319] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-17T20:36:01.563351] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-17T20:36:01.564267] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:01.564329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:01.566005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:01.566725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:01.567884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:01.570888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:01.668904] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.673828] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.756449] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.774627] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-17T20:36:01.774690] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=52.8901%)
[2025-12-17T20:36:01.774842] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-17T20:36:01.774886] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-17T20:36:01.776253] [INFO ] [main      ] Progress: 213/430 forecasts completed (49.5%). DIOD finished in 0.7s. ETA: 37.0s. Rate: 352.09 forecasts/min
[2025-12-17T20:36:01.786629] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.788464] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-17T20:36:01.788524] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-17T20:36:01.788556] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-17T20:36:01.789416] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:01.789488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:01.791212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:01.791785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:01.792225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:01.792631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:01.793830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:01.796481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:01.865786] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.930671] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-17T20:36:01.930747] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=50.6972%)
[2025-12-17T20:36:01.931132] [INFO ] [main      ] Progress: 214/430 forecasts completed (49.8%). BLE finished in 0.7s. ETA: 36.8s. Rate: 352.24 forecasts/min
[2025-12-17T20:36:01.931270] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-17T20:36:01.931316] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-17T20:36:01.931794] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-17
[2025-12-17T20:36:01.933731] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:01.943533] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:01.944538] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-17T20:36:01.944617] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-17T20:36:01.944651] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-17T20:36:01.945695] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:01.945785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:01.951756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:01.954202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:01.954837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:01.955358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:01.956253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:01.959381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:01.961126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:01.961992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:01.962977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.002430] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-17T20:36:02.002509] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=62.8078%)
[2025-12-17T20:36:02.002693] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-17T20:36:02.002740] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-17T20:36:02.003959] [INFO ] [main      ] Progress: 215/430 forecasts completed (50.0%). BHFAL finished in 0.6s. ETA: 36.5s. Rate: 353.18 forecasts/min
[2025-12-17T20:36:02.017121] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.018128] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-17T20:36:02.018188] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-17T20:36:02.018221] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-17T20:36:02.019072] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:02.019135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:02.024915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:02.025943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:02.076303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.110075] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.144355] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.333912] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.347890] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.370726] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-17T20:36:02.370795] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=52.596%)
[2025-12-17T20:36:02.371130] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-17T20:36:02.371182] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-17T20:36:02.371682] [INFO ] [main      ] Progress: 216/430 forecasts completed (50.2%). MHK finished in 0.8s. ETA: 36.6s. Rate: 351.29 forecasts/min
[2025-12-17T20:36:02.388381] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.389664] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-17T20:36:02.389728] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-17T20:36:02.389761] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-17T20:36:02.390802] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:02.390873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:02.395957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:02.396785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:02.397509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:02.401717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.418644] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.440295] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-17T20:36:02.440360] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=53.4824%)
[2025-12-17T20:36:02.440734] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-17T20:36:02.440785] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-17T20:36:02.442466] [INFO ] [main      ] Progress: 217/430 forecasts completed (50.5%). MRK finished in 0.7s. ETA: 36.3s. Rate: 352.24 forecasts/min
[2025-12-17T20:36:02.452450] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.453586] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-17T20:36:02.453641] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-17T20:36:02.453672] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-17T20:36:02.454481] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:02.454541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:02.455275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:02.455921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:02.456660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.532104] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.589384] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.596914] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-17T20:36:02.596988] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=55.6902%)
[2025-12-17T20:36:02.597157] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-17T20:36:02.597209] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-17T20:36:02.597900] [INFO ] [main      ] Progress: 218/430 forecasts completed (50.7%). ACCO finished in 0.7s. ETA: 36.1s. Rate: 352.38 forecasts/min
[2025-12-17T20:36:02.609340] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.610315] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-17T20:36:02.610373] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-17T20:36:02.610404] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-17T20:36:02.611238] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:02.611298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:02.613735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:02.616258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.654741] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-17T20:36:02.654812] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=10.01% (Conf=52.6574%)
[2025-12-17T20:36:02.654972] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-17T20:36:02.655017] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-17T20:36:02.655814] [INFO ] [main      ] Progress: 219/430 forecasts completed (50.9%). TROX finished in 0.7s. ETA: 35.8s. Rate: 353.44 forecasts/min
[2025-12-17T20:36:02.666929] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.667883] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-17T20:36:02.667937] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-17T20:36:02.667969] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-17T20:36:02.668850] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:02.668947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:02.674053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:02.675040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:02.676731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:02.677920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:02.679321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:02.685334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:02.745590] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.815260] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.912074] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.970037] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-17
[2025-12-17T20:36:02.984805] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-17T20:36:02.984876] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-6.68% (Conf=51.1404%)
[2025-12-17T20:36:02.985220] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-17T20:36:02.985273] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-17T20:36:02.985603] [INFO ] [main      ] Progress: 220/430 forecasts completed (51.2%). HL finished in 0.6s. ETA: 35.8s. Rate: 351.94 forecasts/min
[2025-12-17T20:36:02.985509] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:02.996835] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:02.998248] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-17T20:36:02.998306] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-17T20:36:02.998337] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-17T20:36:02.999202] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:02.999266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:03.000161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:03.019371] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-17
[2025-12-17T20:36:03.075031] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-17T20:36:03.075101] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=62.5283%)
[2025-12-17T20:36:03.075268] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-17T20:36:03.075314] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-17T20:36:03.075973] [INFO ] [main      ] Progress: 221/430 forecasts completed (51.4%). AEVA finished in 0.6s. ETA: 35.6s. Rate: 352.69 forecasts/min
[2025-12-17T20:36:03.087097] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.088264] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-17T20:36:03.088319] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-17T20:36:03.088351] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-17T20:36:03.089210] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:03.089275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:03.094197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:03.096136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:03.096649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:03.097051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:03.097748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.114654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:03.115881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:03.120237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:03.123110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.165636] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.192823] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.243390] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-17T20:36:03.243455] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-4.74% (Conf=45.3251%)
[2025-12-17T20:36:03.243825] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-17T20:36:03.243876] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-17T20:36:03.244675] [INFO ] [main      ] Progress: 222/430 forecasts completed (51.6%). ERNA finished in 0.6s. ETA: 35.4s. Rate: 352.70 forecasts/min
[2025-12-17T20:36:03.254780] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.255928] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-17T20:36:03.255981] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-17T20:36:03.256011] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-17T20:36:03.256805] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:03.256864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:03.258525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:03.259071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:03.259969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:03.261089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.262145] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-17T20:36:03.262211] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=9.05% (Conf=50.8446%)
[2025-12-17T20:36:03.262363] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-17T20:36:03.262406] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-17T20:36:03.263656] [INFO ] [main      ] Progress: 223/430 forecasts completed (51.9%). VTYX finished in 0.6s. ETA: 35.1s. Rate: 354.11 forecasts/min
[2025-12-17T20:36:03.273804] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.274801] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-17T20:36:03.274866] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-17T20:36:03.274899] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-17T20:36:03.275675] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:03.275734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:03.277389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:03.277931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:03.278366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:03.279104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.443332] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-17
[2025-12-17T20:36:03.463208] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-17
[2025-12-17T20:36:03.616625] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-17
[2025-12-17T20:36:03.617879] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-17
[2025-12-17T20:36:03.629623] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.632146] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.691511] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-17T20:36:03.691599] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-8.70% (Conf=45.3159%)
[2025-12-17T20:36:03.691945] [INFO ] [main      ] Progress: 224/430 forecasts completed (52.1%). OPAL finished in 0.6s. ETA: 35.1s. Rate: 351.71 forecasts/min
[2025-12-17T20:36:03.692094] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-17T20:36:03.692146] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-17T20:36:03.702939] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-17T20:36:03.703017] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=66.006%)
[2025-12-17T20:36:03.703208] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-17T20:36:03.703265] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-17T20:36:03.703862] [INFO ] [main      ] Progress: 225/430 forecasts completed (52.3%). EBC finished in 0.7s. ETA: 34.8s. Rate: 353.17 forecasts/min
[2025-12-17T20:36:03.705399] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.706388] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-17T20:36:03.706459] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-17T20:36:03.706502] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-17T20:36:03.707547] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:03.707633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:03.712866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:03.714080] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.714996] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-17T20:36:03.715046] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-17T20:36:03.715076] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-17T20:36:03.715458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:03.715864] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:03.715924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:03.716347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:03.717675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:03.720686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:03.721007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.721946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:03.722592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.785785] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.803703] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:03.852168] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-17T20:36:03.852233] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-6.80% (Conf=54.3835%)
[2025-12-17T20:36:03.852388] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-17T20:36:03.852431] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-17T20:36:03.852914] [INFO ] [main      ] Progress: 226/430 forecasts completed (52.6%). HYMC finished in 0.6s. ETA: 34.6s. Rate: 353.36 forecasts/min
[2025-12-17T20:36:03.863909] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.864813] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-17T20:36:03.864870] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-17T20:36:03.864901] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-17T20:36:03.865694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:03.865754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:03.867411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:03.867948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:03.868339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:03.868776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:03.869888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:03.870314] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-17T20:36:03.870400] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=46.2726%)
[2025-12-17T20:36:03.870812] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-17T20:36:03.870868] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-17T20:36:03.871651] [INFO ] [main      ] Progress: 227/430 forecasts completed (52.8%). CSQ finished in 0.6s. ETA: 34.3s. Rate: 354.75 forecasts/min
[2025-12-17T20:36:03.872090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:03.883831] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:03.884657] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-17T20:36:03.885030] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-17T20:36:03.885064] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-17T20:36:03.885955] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:03.886019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:03.891209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:03.893099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:03.893675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:03.894106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:04.061202] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.070143] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.212880] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.228555] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.237786] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.275384] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.298323] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-17T20:36:04.298392] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=62.6656%)
[2025-12-17T20:36:04.298552] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-17T20:36:04.298807] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-17T20:36:04.300595] [INFO ] [main      ] Progress: 228/430 forecasts completed (53.0%). BFS finished in 0.6s. ETA: 34.4s. Rate: 352.38 forecasts/min
[2025-12-17T20:36:04.309953] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:04.310802] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-17T20:36:04.310853] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-17T20:36:04.310884] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-17T20:36:04.311697] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:04.311756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:04.313413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:04.313943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:04.314330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:04.315091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:04.317437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:04.319065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:04.375564] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-17T20:36:04.375650] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=60.6254%)
[2025-12-17T20:36:04.375816] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-17T20:36:04.375860] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-17T20:36:04.377679] [INFO ] [main      ] Progress: 229/430 forecasts completed (53.3%). PEN finished in 0.7s. ETA: 34.1s. Rate: 353.22 forecasts/min
[2025-12-17T20:36:04.381610] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.388931] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:04.390017] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-17T20:36:04.390078] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-17T20:36:04.390116] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-17T20:36:04.391085] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-17T20:36:04.391191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:04.396614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:04.398734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:04.399328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:04.399887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:04.400780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:04.401450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:04.402758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:04.403275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:04.404463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:04.406395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:04.407641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:04.408447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:04.410077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:04.412472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:04.447839] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-17T20:36:04.447916] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=55.1053%)
[2025-12-17T20:36:04.448279] [INFO ] [main      ] Progress: 230/430 forecasts completed (53.5%). ARCC finished in 0.6s. ETA: 33.9s. Rate: 354.12 forecasts/min
[2025-12-17T20:36:04.448410] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-17T20:36:04.448453] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-17T20:36:04.460087] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:04.461095] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-17T20:36:04.461150] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-17T20:36:04.461183] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-17T20:36:04.461993] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:04.462054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:04.466775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:04.467323] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.468554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:04.469062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:04.469477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:04.471781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:04.472785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:04.585626] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-17T20:36:04.585703] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=56.8534%)
[2025-12-17T20:36:04.586083] [INFO ] [main      ] Progress: 231/430 forecasts completed (53.7%). PTGX finished in 0.7s. ETA: 33.7s. Rate: 354.41 forecasts/min
[2025-12-17T20:36:04.586211] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-17T20:36:04.586254] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-17T20:36:04.597543] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:04.598472] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-17T20:36:04.598528] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-17T20:36:04.598560] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-17T20:36:04.599403] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:04.599461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:04.604279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:04.660125] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.788719] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.812495] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.840107] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.938785] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-17
[2025-12-17T20:36:04.972052] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.978056] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:04.998490] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-17T20:36:04.998561] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=51.7231%)
[2025-12-17T20:36:04.999079] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-17T20:36:04.999139] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-17T20:36:04.999653] [INFO ] [main      ] Progress: 232/430 forecasts completed (54.0%). VRTX finished in 0.7s. ETA: 33.7s. Rate: 352.22 forecasts/min
[2025-12-17T20:36:05.013704] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.014707] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-17T20:36:05.014762] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-17T20:36:05.014795] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-17T20:36:05.015787] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:05.015855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:05.017655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:05.018198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:05.018627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:05.019667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:05.022429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:05.023515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:05.027983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:05.029546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:05.032337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.056974] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-17T20:36:05.057040] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.2582%)
[2025-12-17T20:36:05.058656] [INFO ] [main      ] Progress: 233/430 forecasts completed (54.2%). QQQI finished in 0.6s. ETA: 33.5s. Rate: 353.21 forecasts/min
[2025-12-17T20:36:05.057197] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-17T20:36:05.060925] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-17T20:36:05.065917] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-17T20:36:05.065986] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-5.14% (Conf=60.3632%)
[2025-12-17T20:36:05.066173] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-17T20:36:05.066231] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-17T20:36:05.067612] [INFO ] [main      ] Progress: 234/430 forecasts completed (54.4%). LEVI finished in 0.7s. ETA: 33.2s. Rate: 354.64 forecasts/min
[2025-12-17T20:36:05.072803] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.073697] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-17T20:36:05.073749] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-17T20:36:05.073779] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-17T20:36:05.074544] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:05.074624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:05.076263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:05.076793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:05.078698] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.079180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:05.079839] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-17T20:36:05.079897] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-17T20:36:05.079930] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-17T20:36:05.080765] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:05.080809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.080831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:05.086553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:05.088560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:05.107316] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:05.131996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:05.133503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:05.136608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:05.138991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:05.140489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.276335] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-17T20:36:05.276400] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=57.9848%)
[2025-12-17T20:36:05.276761] [INFO ] [main      ] Progress: 235/430 forecasts completed (54.7%). BLK finished in 0.7s. ETA: 33.0s. Rate: 354.29 forecasts/min
[2025-12-17T20:36:05.276890] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-17T20:36:05.276932] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-17T20:36:05.287908] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.288753] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-17T20:36:05.288803] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-17T20:36:05.288834] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-17T20:36:05.289626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:05.289684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:05.290424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:05.291480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:05.293248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:05.294933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.367255] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-17
[2025-12-17T20:36:05.414769] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-17
[2025-12-17T20:36:05.514611] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-17
[2025-12-17T20:36:05.533287] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:05.582116] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:05.608390] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-17T20:36:05.608459] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=64.3834%)
[2025-12-17T20:36:05.608972] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-17T20:36:05.609025] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-17T20:36:05.609674] [INFO ] [main      ] Progress: 236/430 forecasts completed (54.9%). WTBA finished in 0.6s. ETA: 33.0s. Rate: 352.85 forecasts/min
[2025-12-17T20:36:05.619820] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.620763] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-17T20:36:05.620816] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-17T20:36:05.620847] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-17T20:36:05.621620] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:05.621679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:05.622516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:05.623323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:05.624421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.628453] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-17
[2025-12-17T20:36:05.702107] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:05.729180] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-17T20:36:05.729259] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=50.7586%)
[2025-12-17T20:36:05.729843] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-17T20:36:05.729895] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-17T20:36:05.731670] [INFO ] [main      ] Progress: 237/430 forecasts completed (55.1%). SITM finished in 0.7s. ETA: 32.8s. Rate: 353.27 forecasts/min
[2025-12-17T20:36:05.741473] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.742655] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-17T20:36:05.742706] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-17T20:36:05.742747] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-17T20:36:05.743526] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:05.743609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:05.780510] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-17T20:36:05.780606] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=55.7169%)
[2025-12-17T20:36:05.781005] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-17T20:36:05.781060] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-17T20:36:05.781651] [INFO ] [main      ] Progress: 238/430 forecasts completed (55.3%). ARCO finished in 0.7s. ETA: 32.5s. Rate: 354.32 forecasts/min
[2025-12-17T20:36:05.794658] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.795767] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-17T20:36:05.795827] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-17T20:36:05.795860] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-17T20:36:05.796685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:05.796749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:05.796700] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:05.802047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:05.804071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:05.804657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:05.805070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:05.817930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:05.820051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:05.821477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.926166] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-17T20:36:05.926247] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=59.4912%)
[2025-12-17T20:36:05.926601] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-17T20:36:05.926652] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-17T20:36:05.929130] [INFO ] [main      ] Progress: 239/430 forecasts completed (55.6%). DKS finished in 0.6s. ETA: 32.3s. Rate: 354.51 forecasts/min
[2025-12-17T20:36:05.929717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:05.932065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.937998] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:05.939013] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-17T20:36:05.939065] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-17T20:36:05.939096] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-17T20:36:05.939948] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:05.940008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:05.941812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:05.942358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:05.942781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:05.943675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:05.945339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:05.947306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:05.964426] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.132316] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.162514] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.199115] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-17T20:36:06.199182] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-18.48% (Conf=50.5151%)
[2025-12-17T20:36:06.199531] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-17T20:36:06.199596] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-17T20:36:06.199657] [INFO ] [main      ] Progress: 240/430 forecasts completed (55.8%). RILY finished in 0.6s. ETA: 32.2s. Rate: 353.63 forecasts/min
[2025-12-17T20:36:06.210533] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:06.211674] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-17T20:36:06.211727] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-17T20:36:06.211758] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-17T20:36:06.212534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:06.212618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:06.251918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:06.253354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:06.255112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:06.257859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:06.287570] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.303846] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.331471] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.403230] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-17T20:36:06.403305] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=56.6818%)
[2025-12-17T20:36:06.403723] [INFO ] [main      ] Fetching symbol history for RCKY...
[2025-12-17T20:36:06.403775] [DEBUG] [REMOTE    ] RCKY: Fetching historical data.
[2025-12-17T20:36:06.404660] [INFO ] [main      ] Progress: 241/430 forecasts completed (56.0%). NEOG finished in 0.7s. ETA: 32.1s. Rate: 353.32 forecasts/min
[2025-12-17T20:36:06.415074] [DEBUG] [REMOTE    ] RCKY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:06.416168] [DEBUG] [LOCAL     ] Loaded configuration for RCKY: 7 features, N/A% accuracy
[2025-12-17T20:36:06.416219] [INFO ] [LOCAL     ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config
[2025-12-17T20:36:06.416251] [DEBUG] [MAG       ] Building data for symbol: RCKY with lookback: 0
[2025-12-17T20:36:06.417027] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:06.417087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:06.421910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:06.422726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:06.425052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:06.463514] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.463501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:06.464548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:06.465918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:06.467034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:06.491401] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.541544] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-17T20:36:06.541627] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=-8.78% (Conf=54.0217%)
[2025-12-17T20:36:06.541784] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-17T20:36:06.541825] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-17T20:36:06.542958] [INFO ] [main      ] Progress: 242/430 forecasts completed (56.3%). SRFM finished in 0.6s. ETA: 31.9s. Rate: 353.59 forecasts/min
[2025-12-17T20:36:06.552830] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:06.553759] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-17T20:36:06.553811] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-17T20:36:06.553843] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-17T20:36:06.554687] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-17T20:36:06.554751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:06.556474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:06.557012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:06.557455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:06.559177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:06.571175] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-17T20:36:06.571251] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=-21.94% (Conf=57.2377%)
[2025-12-17T20:36:06.571681] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-17T20:36:06.571734] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-17T20:36:06.572654] [INFO ] [main      ] Progress: 243/430 forecasts completed (56.5%). KPTI finished in 0.8s. ETA: 31.6s. Rate: 354.80 forecasts/min
[2025-12-17T20:36:06.584835] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:06.585985] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-17T20:36:06.586044] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-17T20:36:06.586080] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-17T20:36:06.586953] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:06.587015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:06.592481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:06.593728] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.594502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:06.595087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:06.596254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:06.598439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:06.598729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:06.599966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:06.601207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:06.603250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:06.621267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:06.622917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:06.624464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:06.757640] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.804376] [DEBUG] [MAG       ] RCKY: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.873485] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-17T20:36:06.873559] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=62.3143%)
[2025-12-17T20:36:06.874012] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-17T20:36:06.874066] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-17T20:36:06.874655] [INFO ] [main      ] Progress: 244/430 forecasts completed (56.7%). MRVL finished in 0.7s. ETA: 31.6s. Rate: 353.66 forecasts/min
[2025-12-17T20:36:06.884809] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:06.885798] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-17T20:36:06.885850] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-17T20:36:06.886202] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-17T20:36:06.886999] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:06.887058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:06.891849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:06.893610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:06.894087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:06.894474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:06.968657] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-17
[2025-12-17T20:36:06.973232] [DEBUG] [MAG       ] RCKY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:06.980319] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.068280] [INFO ] [LOCAL     ] RCKY: Saved forecast.
[2025-12-17T20:36:07.068347] [INFO ] [main      ] RCKY: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=58.1593%)
[2025-12-17T20:36:07.068723] [INFO ] [main      ] Progress: 245/430 forecasts completed (57.0%). RCKY finished in 0.7s. ETA: 31.4s. Rate: 353.45 forecasts/min
[2025-12-17T20:36:07.068847] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-17T20:36:07.068910] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-17T20:36:07.080095] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.081023] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-17T20:36:07.081079] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-17T20:36:07.081111] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-17T20:36:07.081892] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:07.081954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:07.084479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:07.086215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:07.133060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:07.137326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:07.151897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:07.153315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:07.154782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:07.168886] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.176114] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.227164] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.240679] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-17T20:36:07.240746] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=50.6472%)
[2025-12-17T20:36:07.241105] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-17T20:36:07.241157] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-17T20:36:07.241654] [INFO ] [main      ] Progress: 246/430 forecasts completed (57.2%). LSPD finished in 0.7s. ETA: 31.2s. Rate: 353.42 forecasts/min
[2025-12-17T20:36:07.252718] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.253692] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-17T20:36:07.253750] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-17T20:36:07.253808] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-17T20:36:07.254666] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:07.254730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:07.256480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:07.257366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:07.257810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:07.258801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:07.266203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:07.323627] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-17T20:36:07.323698] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-17T20:36:07.323871] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-17T20:36:07.323917] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-17T20:36:07.326720] [INFO ] [main      ] Progress: 247/430 forecasts completed (57.4%). EOD finished in 0.8s. ETA: 31.0s. Rate: 354.14 forecasts/min
[2025-12-17T20:36:07.336935] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.338564] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-17T20:36:07.338649] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-17T20:36:07.338685] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-17T20:36:07.339603] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:07.339673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:07.344902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:07.345985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:07.397693] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.455560] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-17T20:36:07.455645] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=61.1927%)
[2025-12-17T20:36:07.455995] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-17T20:36:07.456045] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-17T20:36:07.456656] [INFO ] [main      ] Progress: 248/430 forecasts completed (57.7%). ARI finished in 0.6s. ETA: 30.8s. Rate: 354.47 forecasts/min
[2025-12-17T20:36:07.466940] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.468098] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-17T20:36:07.468151] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-17T20:36:07.468181] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-17T20:36:07.468989] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:07.469051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:07.473829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:07.475640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:07.476111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:07.476506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:07.477393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:07.478346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:07.478978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:07.498335] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.608705] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.665612] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.705295] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.779991] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.801443] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-17T20:36:07.801508] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=27.7051%)
[2025-12-17T20:36:07.801734] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-17T20:36:07.801780] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-17T20:36:07.803860] [INFO ] [main      ] Progress: 249/430 forecasts completed (57.9%). EVSD finished in 0.7s. ETA: 30.8s. Rate: 352.98 forecasts/min
[2025-12-17T20:36:07.814728] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.815741] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-17T20:36:07.815793] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-17T20:36:07.815824] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-17T20:36:07.816619] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:07.816678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:07.816997] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-17
[2025-12-17T20:36:07.856259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:07.857725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:07.862781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:07.888068] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.899371] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-17T20:36:07.899439] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=48.8129%)
[2025-12-17T20:36:07.899814] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-17T20:36:07.899865] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-17T20:36:07.900657] [INFO ] [main      ] Progress: 250/430 forecasts completed (58.1%). STE finished in 0.7s. ETA: 30.5s. Rate: 353.59 forecasts/min
[2025-12-17T20:36:07.911635] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:07.913500] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-17T20:36:07.913559] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-17T20:36:07.913610] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-17T20:36:07.914489] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:07.914550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:07.919543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:07.986435] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:07.997177] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-17T20:36:07.997267] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=46.1008%)
[2025-12-17T20:36:07.997627] [INFO ] [main      ] Progress: 251/430 forecasts completed (58.4%). ALG finished in 0.7s. ETA: 30.3s. Rate: 354.20 forecasts/min
[2025-12-17T20:36:07.997757] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-17T20:36:07.997799] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-17T20:36:08.008788] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.009662] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-17T20:36:08.009714] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-17T20:36:08.009747] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-17T20:36:08.010514] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:08.010591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:08.027726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:08.029568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.058691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:08.061598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.134842] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-17T20:36:08.134924] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=63.5582%)
[2025-12-17T20:36:08.135292] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-17T20:36:08.135345] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-17T20:36:08.136652] [INFO ] [main      ] Progress: 252/430 forecasts completed (58.6%). ULTA finished in 0.7s. ETA: 30.1s. Rate: 354.45 forecasts/min
[2025-12-17T20:36:08.146594] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.147529] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-17T20:36:08.147608] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-17T20:36:08.147645] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-17T20:36:08.148430] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:08.148495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:08.153494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:08.155353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:08.155857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:08.156252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:08.157121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:08.158130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:08.199397] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-17
[2025-12-17T20:36:08.235106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:08.236520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:08.238929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.375336] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:08.377028] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-17
[2025-12-17T20:36:08.413512] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-17
[2025-12-17T20:36:08.476180] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-17T20:36:08.476270] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=48.5815%)
[2025-12-17T20:36:08.476673] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-17T20:36:08.476735] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-17T20:36:08.477654] [INFO ] [main      ] Progress: 253/430 forecasts completed (58.8%). PKX finished in 0.7s. ETA: 30.1s. Rate: 353.03 forecasts/min
[2025-12-17T20:36:08.490926] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.492026] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-17T20:36:08.492101] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-17T20:36:08.492136] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-17T20:36:08.493208] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:08.493282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:08.498941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:08.501156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:08.501750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:08.503953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:08.504771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:08.506602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.558105] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:08.576349] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-17
[2025-12-17T20:36:08.587649] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:08.647162] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-17T20:36:08.647230] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=53.2489%)
[2025-12-17T20:36:08.647407] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-17T20:36:08.647459] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-17T20:36:08.647958] [INFO ] [main      ] Progress: 254/430 forecasts completed (59.1%). DRIO finished in 0.7s. ETA: 29.9s. Rate: 353.03 forecasts/min
[2025-12-17T20:36:08.661803] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.662771] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-17T20:36:08.662831] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-17T20:36:08.662863] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-17T20:36:08.663690] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:08.663751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:08.668526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:08.671100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:08.671932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:08.674675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.707237] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-17T20:36:08.707306] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=3.64% (Conf=58.1687%)
[2025-12-17T20:36:08.707484] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-17T20:36:08.707531] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-17T20:36:08.708220] [INFO ] [main      ] Progress: 255/430 forecasts completed (59.3%). HALO finished in 0.7s. ETA: 29.7s. Rate: 353.93 forecasts/min
[2025-12-17T20:36:08.718674] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.719773] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-17T20:36:08.719827] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-17T20:36:08.719869] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-17T20:36:08.720716] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:08.720781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:08.725758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:08.726600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:08.729349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:08.730602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:08.731330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:08.746258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:08.747142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.750419] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:08.823433] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-17T20:36:08.823509] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.85% (Conf=55.0169%)
[2025-12-17T20:36:08.823880] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-17T20:36:08.823931] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-17T20:36:08.824658] [INFO ] [main      ] Progress: 256/430 forecasts completed (59.5%). VLRS finished in 0.7s. ETA: 29.5s. Rate: 354.36 forecasts/min
[2025-12-17T20:36:08.836548] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:08.837653] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-17T20:36:08.837715] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-17T20:36:08.837748] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-17T20:36:08.838545] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:08.838623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:08.889194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:08.892464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:08.894018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:08.895328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:08.970906] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-17
[2025-12-17T20:36:09.024212] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-17
[2025-12-17T20:36:09.107830] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-17
[2025-12-17T20:36:09.168932] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:09.212020] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:09.244924] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-17
[2025-12-17T20:36:09.266339] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-17T20:36:09.266406] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=6.32% (Conf=43.9866%)
[2025-12-17T20:36:09.266566] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-17T20:36:09.266629] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-17T20:36:09.268658] [INFO ] [main      ] Progress: 257/430 forecasts completed (59.8%). MAXI finished in 0.8s. ETA: 29.5s. Rate: 352.14 forecasts/min
[2025-12-17T20:36:09.279716] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:09.280696] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-17T20:36:09.280756] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-17T20:36:09.280798] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-17T20:36:09.281742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:09.281805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:09.286857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:09.288949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:09.289477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:09.289955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:09.290758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:09.299081] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:09.315566] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-17T20:36:09.315658] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=58.5019%)
[2025-12-17T20:36:09.315827] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-17T20:36:09.315872] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-17T20:36:09.317054] [INFO ] [main      ] Progress: 258/430 forecasts completed (60.0%). PEG finished in 0.7s. ETA: 29.2s. Rate: 353.12 forecasts/min
[2025-12-17T20:36:09.329865] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:09.331262] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-17T20:36:09.331332] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-17T20:36:09.331372] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-17T20:36:09.332504] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:09.332615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:09.382427] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-17T20:36:09.382508] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=-4.83% (Conf=48.3267%)
[2025-12-17T20:36:09.382930] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-17T20:36:09.382988] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-17T20:36:09.383669] [INFO ] [main      ] Progress: 259/430 forecasts completed (60.2%). ABSI finished in 0.7s. ETA: 29.0s. Rate: 353.95 forecasts/min
[2025-12-17T20:36:09.395075] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:09.396662] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-17T20:36:09.396763] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-17T20:36:09.396803] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-17T20:36:09.397746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:09.397836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:09.399851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:09.400460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:09.426912] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:09.479061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:09.480679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:09.481674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:09.484731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:09.488020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:09.488059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:09.494844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:09.541743] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-17T20:36:09.541845] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-1.69% (Conf=64.553%)
[2025-12-17T20:36:09.542464] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-17T20:36:09.542535] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-17T20:36:09.542684] [INFO ] [main      ] Progress: 260/430 forecasts completed (60.5%). MGA finished in 0.7s. ETA: 28.8s. Rate: 354.03 forecasts/min
[2025-12-17T20:36:09.558601] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:09.559755] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-17T20:36:09.559836] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-17T20:36:09.559888] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-17T20:36:09.561214] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:09.561308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:09.562467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:09.658032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:09.661178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:09.662505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:09.664134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:09.666704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:09.668364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:09.669496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:09.735938] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.005181] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.011601] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:10.041057] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.095832] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-17T20:36:10.095924] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.9399%)
[2025-12-17T20:36:10.096137] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-17T20:36:10.096193] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-17T20:36:10.097167] [INFO ] [main      ] Progress: 261/430 forecasts completed (60.7%). VCSH finished in 0.8s. ETA: 28.9s. Rate: 350.98 forecasts/min
[2025-12-17T20:36:10.111771] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:10.113462] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-17T20:36:10.113666] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-17T20:36:10.113731] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-17T20:36:10.115255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:10.115348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:10.118113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:10.119177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:10.119936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:10.222146] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.281216] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:10.285685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:10.310087] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:10.372526] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-17T20:36:10.372645] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=4.96% (Conf=51.7373%)
[2025-12-17T20:36:10.372860] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-17T20:36:10.372921] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-17T20:36:10.374670] [INFO ] [main      ] Progress: 262/430 forecasts completed (60.9%). FNKO finished in 1.1s. ETA: 28.8s. Rate: 350.14 forecasts/min
[2025-12-17T20:36:10.388547] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:10.389890] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-17T20:36:10.389968] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-17T20:36:10.390014] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-17T20:36:10.391281] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:10.391365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:10.398220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:10.399484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:10.400290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:10.402817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:10.403514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:10.405004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:10.407357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:10.408908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:10.410016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:10.503297] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:10.504904] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-17T20:36:10.505007] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=7.43% (Conf=54.6681%)
[2025-12-17T20:36:10.505253] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-17T20:36:10.505319] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-17T20:36:10.506684] [INFO ] [main      ] Progress: 263/430 forecasts completed (61.2%). SEZL finished in 1.1s. ETA: 28.6s. Rate: 350.45 forecasts/min
[2025-12-17T20:36:10.522278] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:10.523373] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-17T20:36:10.523447] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-17T20:36:10.523488] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-17T20:36:10.524748] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:10.524839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:10.532113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:10.535663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:10.536418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:10.537029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:10.538333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:10.594294] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-17T20:36:10.594372] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=50.4859%)
[2025-12-17T20:36:10.594761] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-17T20:36:10.594814] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-17T20:36:10.594837] [INFO ] [main      ] Progress: 264/430 forecasts completed (61.4%). UXIN finished in 1.1s. ETA: 28.4s. Rate: 351.09 forecasts/min
[2025-12-17T20:36:10.608390] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:10.609701] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-17T20:36:10.609769] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-17T20:36:10.609803] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-17T20:36:10.610778] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:10.610844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:10.616589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:10.618637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:10.724222] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.907032] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-17
[2025-12-17T20:36:10.935835] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:10.974044] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.009588] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-17T20:36:11.009658] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=44.1431%)
[2025-12-17T20:36:11.009820] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-17T20:36:11.009865] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-17T20:36:11.010940] [INFO ] [main      ] Progress: 265/430 forecasts completed (61.6%). PUBM finished in 0.9s. ETA: 28.4s. Rate: 349.20 forecasts/min
[2025-12-17T20:36:11.023505] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.024461] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-17T20:36:11.024520] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-17T20:36:11.024552] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-17T20:36:11.025367] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:11.025431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:11.030367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:11.032234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:11.032768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:11.033234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:11.033668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:11.035328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:11.037425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-17T20:36:11.038172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:11.038423] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.039396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.083276] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.144618] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.147522] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-17T20:36:11.147609] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=38.2694%)
[2025-12-17T20:36:11.147786] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-17T20:36:11.147835] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-17T20:36:11.149673] [INFO ] [main      ] Progress: 266/430 forecasts completed (61.9%). NXC finished in 0.8s. ETA: 28.2s. Rate: 349.46 forecasts/min
[2025-12-17T20:36:11.160178] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.162011] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-17T20:36:11.162070] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-17T20:36:11.162103] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-17T20:36:11.163213] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:11.163290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:11.168773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:11.170744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:11.171278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:11.171780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:11.172221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:11.175141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:11.219793] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.232537] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-17T20:36:11.232630] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=43.6884%)
[2025-12-17T20:36:11.232789] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-17T20:36:11.232832] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-17T20:36:11.234683] [INFO ] [main      ] Progress: 267/430 forecasts completed (62.1%). NAAS finished in 0.7s. ETA: 27.9s. Rate: 350.12 forecasts/min
[2025-12-17T20:36:11.243418] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.244285] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-17T20:36:11.244335] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-17T20:36:11.244367] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-17T20:36:11.245162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:11.245225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:11.250125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:11.251087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:11.254349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:11.256438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:11.257554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.285275] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-17T20:36:11.285346] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=60.9547%)
[2025-12-17T20:36:11.285751] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-17T20:36:11.285812] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-17T20:36:11.286667] [INFO ] [main      ] Progress: 268/430 forecasts completed (62.3%). KRNY finished in 0.7s. ETA: 27.7s. Rate: 351.03 forecasts/min
[2025-12-17T20:36:11.295265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:11.296190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.297823] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.298984] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-17T20:36:11.299053] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-17T20:36:11.299102] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-17T20:36:11.300011] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:11.300073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:11.301864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:11.302399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:11.307338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.401199] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.598959] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.603268] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.664078] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.743128] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-17
[2025-12-17T20:36:11.770694] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.845497] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-17T20:36:11.845565] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=52.4144%)
[2025-12-17T20:36:11.845744] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-17T20:36:11.845787] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-17T20:36:11.846926] [INFO ] [main      ] Progress: 269/430 forecasts completed (62.6%). MCI finished in 0.6s. ETA: 27.8s. Rate: 348.08 forecasts/min
[2025-12-17T20:36:11.855790] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.856256] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.857127] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-17T20:36:11.857177] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-17T20:36:11.857208] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-17T20:36:11.858001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:11.858059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:11.862850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:11.863529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.889560] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-17T20:36:11.889651] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=53.7006%)
[2025-12-17T20:36:11.889846] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-17T20:36:11.890904] [INFO ] [main      ] Progress: 270/430 forecasts completed (62.8%). GE finished in 0.9s. ETA: 27.5s. Rate: 349.05 forecasts/min
[2025-12-17T20:36:11.889894] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-17T20:36:11.906713] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.907694] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-17T20:36:11.907750] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-17T20:36:11.907781] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-17T20:36:11.908712] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:11.908778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:11.914096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:11.915885] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:11.916168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:11.916748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:11.917168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:11.919874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:11.930631] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-17T20:36:11.930711] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=60.5229%)
[2025-12-17T20:36:11.930873] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-17T20:36:11.930918] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-17T20:36:11.932834] [INFO ] [main      ] Progress: 271/430 forecasts completed (63.0%). LCNB finished in 0.8s. ETA: 27.3s. Rate: 350.02 forecasts/min
[2025-12-17T20:36:11.943650] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.944703] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-17T20:36:11.944764] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-17T20:36:11.944804] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-17T20:36:11.945702] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:11.945767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:11.947672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:11.948196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:11.948636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:11.973624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:11.974727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:11.975883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:11.983556] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-17T20:36:11.983642] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=65.7706%)
[2025-12-17T20:36:11.983977] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-17T20:36:11.984026] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-17T20:36:11.984672] [INFO ] [main      ] Progress: 272/430 forecasts completed (63.3%). GTX finished in 0.7s. ETA: 27.0s. Rate: 350.92 forecasts/min
[2025-12-17T20:36:11.996498] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:11.997355] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-17T20:36:11.997410] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-17T20:36:11.997440] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-17T20:36:11.998237] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:11.998299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:12.003136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:12.004966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:12.005258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:12.005474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:12.005887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:12.006648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:12.007368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.008299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:12.012376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.198446] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-17
[2025-12-17T20:36:12.352246] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-17
[2025-12-17T20:36:12.357413] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-17
[2025-12-17T20:36:12.365094] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:12.368428] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-17
[2025-12-17T20:36:12.441400] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-17T20:36:12.441467] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=65.8947%)
[2025-12-17T20:36:12.441642] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-17T20:36:12.441686] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-17T20:36:12.443826] [INFO ] [main      ] Progress: 273/430 forecasts completed (63.5%). WBX finished in 0.6s. ETA: 27.0s. Rate: 348.77 forecasts/min
[2025-12-17T20:36:12.453411] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:12.454333] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-17T20:36:12.454386] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-17T20:36:12.454416] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-17T20:36:12.455467] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:12.455544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:12.457886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:12.458387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:12.459471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:12.465141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:12.466401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:12.467165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:12.467918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:12.469136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:12.471245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.523823] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:12.549119] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:12.550111] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:12.617277] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-17T20:36:12.617346] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=50.1663%)
[2025-12-17T20:36:12.617705] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-17T20:36:12.617758] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-17T20:36:12.617740] [INFO ] [main      ] Progress: 274/430 forecasts completed (63.7%). NABL finished in 0.7s. ETA: 26.8s. Rate: 348.76 forecasts/min
[2025-12-17T20:36:12.628955] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-17T20:36:12.629051] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=51.1181%)
[2025-12-17T20:36:12.629550] [INFO ] [main      ] Progress: 275/430 forecasts completed (64.0%). QYLG finished in 0.7s. ETA: 26.6s. Rate: 349.94 forecasts/min
[2025-12-17T20:36:12.629709] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-17T20:36:12.629756] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-17T20:36:12.630103] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:12.631739] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-17T20:36:12.631795] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-17T20:36:12.631828] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-17T20:36:12.632653] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:12.632713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:12.637432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:12.638278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:12.639157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.643100] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:12.644056] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-17T20:36:12.644117] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-17T20:36:12.644149] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-17T20:36:12.645160] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:36:12.645228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:12.650903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:12.653185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:12.653811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:12.654260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:12.728060] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-17T20:36:12.728127] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=142.79% (Conf=58.5843%)
[2025-12-17T20:36:12.728543] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-17T20:36:12.728611] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-17T20:36:12.728662] [INFO ] [main      ] Progress: 276/430 forecasts completed (64.2%). TSDD finished in 0.7s. ETA: 26.4s. Rate: 350.48 forecasts/min
[2025-12-17T20:36:12.740388] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:12.741541] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-17T20:36:12.741618] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-17T20:36:12.741651] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-17T20:36:12.742441] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:12.742518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:12.747517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:12.748364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:12.749275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:12.750634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:12.753546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:12.754755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.770300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:12.771759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:12.774019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:12.774511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:12.775679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:12.777808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:12.822993] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-17
[2025-12-17T20:36:12.994956] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.001259] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.057305] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-17T20:36:13.057368] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%)
[2025-12-17T20:36:13.057778] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-17T20:36:13.057839] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-17T20:36:13.058671] [INFO ] [main      ] Progress: 277/430 forecasts completed (64.4%). SHY finished in 0.6s. ETA: 26.3s. Rate: 349.31 forecasts/min
[2025-12-17T20:36:13.070046] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.070888] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-17T20:36:13.070956] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-17T20:36:13.071000] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-17T20:36:13.071935] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:13.071999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:13.077181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:13.078130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:13.079321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:13.083675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:13.084779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:13.102879] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.132680] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.179722] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.273365] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-17T20:36:13.273457] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-6.40% (Conf=36.3287%)
[2025-12-17T20:36:13.273721] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-17T20:36:13.273779] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-17T20:36:13.275781] [INFO ] [main      ] Progress: 278/430 forecasts completed (64.7%). WBTN finished in 0.7s. ETA: 26.1s. Rate: 348.98 forecasts/min
[2025-12-17T20:36:13.284689] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.287267] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.288075] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-17T20:36:13.288140] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-17T20:36:13.288178] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-17T20:36:13.289139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:13.289209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:13.291772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:13.303802] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.370109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:13.371804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:13.372552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:13.375480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:13.394185] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-17T20:36:13.394255] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=47.2228%)
[2025-12-17T20:36:13.394669] [INFO ] [main      ] Fetching symbol history for OCGN...
[2025-12-17T20:36:13.394727] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2025-12-17T20:36:13.394699] [INFO ] [main      ] Progress: 279/430 forecasts completed (64.9%). NVS finished in 0.7s. ETA: 25.9s. Rate: 349.36 forecasts/min
[2025-12-17T20:36:13.406285] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.409632] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2025-12-17T20:36:13.409713] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2025-12-17T20:36:13.409747] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2025-12-17T20:36:13.410769] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:13.410834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:13.426508] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.427110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:13.428814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:13.430451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:13.431751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:13.439046] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-17T20:36:13.439115] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=50.4264%)
[2025-12-17T20:36:13.439513] [INFO ] [main      ] Progress: 280/430 forecasts completed (65.1%). ESTC finished in 0.8s. ETA: 25.7s. Rate: 350.29 forecasts/min
[2025-12-17T20:36:13.439736] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-17T20:36:13.439787] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-17T20:36:13.452196] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.453221] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-17T20:36:13.453278] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-17T20:36:13.453321] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-17T20:36:13.454267] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:13.454331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:13.456310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:13.456910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:13.457376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:13.458317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:36:13.460136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:13.596409] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.705070] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-17T20:36:13.705136] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=56.6925%)
[2025-12-17T20:36:13.705312] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-17T20:36:13.705355] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-17T20:36:13.705955] [INFO ] [main      ] Progress: 281/430 forecasts completed (65.3%). BOH finished in 0.6s. ETA: 25.6s. Rate: 349.60 forecasts/min
[2025-12-17T20:36:13.720236] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.721163] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-17T20:36:13.721213] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-17T20:36:13.721244] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-17T20:36:13.722066] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:13.722126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:13.726935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:13.729163] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.729765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:13.793142] [DEBUG] [MAG       ] OCGN: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.819016] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-17
[2025-12-17T20:36:13.838416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:13.852791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:13.854227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:13.901844] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.968233] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:13.975454] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-17T20:36:13.975521] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=6.56% (Conf=59.5977%)
[2025-12-17T20:36:13.975877] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-17T20:36:13.975930] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-17T20:36:13.976677] [INFO ] [main      ] Progress: 282/430 forecasts completed (65.6%). VEEE finished in 0.7s. ETA: 25.5s. Rate: 348.88 forecasts/min
[2025-12-17T20:36:13.988148] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:13.989152] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-17T20:36:13.989220] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-17T20:36:13.989649] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-17T20:36:13.990607] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-17T20:36:13.990674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:13.995861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:13.997844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:13.998326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:13.998798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:13.999276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:14.000101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:14.002517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:14.003385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:14.004738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:14.005416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:14.006351] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:14.006921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.086737] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2025-12-17T20:36:14.086808] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.0134%)
[2025-12-17T20:36:14.087171] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-17T20:36:14.087223] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-17T20:36:14.087200] [INFO ] [main      ] Progress: 283/430 forecasts completed (65.8%). OCGN finished in 0.7s. ETA: 25.2s. Rate: 349.32 forecasts/min
[2025-12-17T20:36:14.099206] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.100160] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-17T20:36:14.100217] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-17T20:36:14.100249] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-17T20:36:14.101263] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:14.101335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:14.102203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:14.104889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:14.105910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:14.106915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.192060] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-17
[2025-12-17T20:36:14.195557] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-17T20:36:14.195648] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-58.55% (Conf=37.878%)
[2025-12-17T20:36:14.195807] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-17T20:36:14.195851] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-17T20:36:14.197125] [INFO ] [main      ] Progress: 284/430 forecasts completed (66.0%). HOLO finished in 0.8s. ETA: 25.0s. Rate: 349.77 forecasts/min
[2025-12-17T20:36:14.208246] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.209442] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-17T20:36:14.209506] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-17T20:36:14.209545] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-17T20:36:14.210350] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:14.210411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:14.215232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:14.217716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:14.295999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:14.298072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.351955] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-17
[2025-12-17T20:36:14.359930] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:14.476794] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-17
[2025-12-17T20:36:14.527279] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:14.578679] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-17T20:36:14.578748] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=60.2298%)
[2025-12-17T20:36:14.578936] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-17T20:36:14.578983] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-17T20:36:14.580774] [INFO ] [main      ] Progress: 285/430 forecasts completed (66.3%). TXRH finished in 0.9s. ETA: 25.0s. Rate: 348.25 forecasts/min
[2025-12-17T20:36:14.589554] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.590596] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-17T20:36:14.590648] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-17T20:36:14.590680] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-17T20:36:14.591470] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:14.591532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:14.593250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:14.596145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:14.610783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.634241] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-17
[2025-12-17T20:36:14.648807] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:14.718175] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-17T20:36:14.718246] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=58.8929%)
[2025-12-17T20:36:14.718622] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-17T20:36:14.718686] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-17T20:36:14.718654] [INFO ] [main      ] Progress: 286/430 forecasts completed (66.5%). JVA finished in 0.6s. ETA: 24.8s. Rate: 348.50 forecasts/min
[2025-12-17T20:36:14.729898] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.731695] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-17T20:36:14.731754] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-17T20:36:14.731786] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-17T20:36:14.732692] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:14.732760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:14.733672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:14.734482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:14.735297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:14.736995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.740348] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-17T20:36:14.740415] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-7.01% (Conf=56.3977%)
[2025-12-17T20:36:14.740795] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-17T20:36:14.740847] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-17T20:36:14.741715] [INFO ] [main      ] Progress: 287/430 forecasts completed (66.7%). BGLC finished in 0.8s. ETA: 24.5s. Rate: 349.55 forecasts/min
[2025-12-17T20:36:14.753162] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.754144] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-17T20:36:14.754197] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-17T20:36:14.754228] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-17T20:36:14.755055] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:14.755116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:14.756812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:14.757305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:14.757806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:14.758193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:14.802657] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:14.806459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:14.807821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:36:14.809519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:14.919822] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-17T20:36:14.919889] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=55.6969%)
[2025-12-17T20:36:14.920248] [INFO ] [main      ] Progress: 288/430 forecasts completed (67.0%). EOG finished in 0.7s. ETA: 24.4s. Rate: 349.50 forecasts/min
[2025-12-17T20:36:14.920438] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-17T20:36:14.920492] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-17T20:36:14.932003] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:14.932970] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-17T20:36:14.933027] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-17T20:36:14.933080] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-17T20:36:14.933873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:14.933933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:14.939075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:14.957600] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.048521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:15.050530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:15.051320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.078002] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.128400] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.155176] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.215241] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-17T20:36:15.215308] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-11.80% (Conf=56.5187%)
[2025-12-17T20:36:15.215805] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-17T20:36:15.215858] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-17T20:36:15.215855] [INFO ] [main      ] Progress: 289/430 forecasts completed (67.2%). LCFY finished in 0.6s. ETA: 24.3s. Rate: 348.63 forecasts/min
[2025-12-17T20:36:15.226992] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:15.227848] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-17T20:36:15.227906] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-17T20:36:15.227939] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-17T20:36:15.228763] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:15.228825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:15.229591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:15.233964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:15.236376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.246545] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.326881] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.367724] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-17T20:36:15.367795] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=49.6509%)
[2025-12-17T20:36:15.368250] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-17T20:36:15.368305] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-17T20:36:15.368660] [INFO ] [main      ] Progress: 290/430 forecasts completed (67.4%). VAC finished in 0.6s. ETA: 24.1s. Rate: 348.77 forecasts/min
[2025-12-17T20:36:15.380115] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:15.381009] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-17T20:36:15.381062] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-17T20:36:15.381092] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-17T20:36:15.381924] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:15.381986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:15.386818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:15.388352] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.388645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:15.389152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:15.389568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:15.390431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:15.393862] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-17T20:36:15.393928] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=60.7176%)
[2025-12-17T20:36:15.394252] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-17T20:36:15.394302] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-17T20:36:15.395635] [INFO ] [main      ] Progress: 291/430 forecasts completed (67.7%). BHFAM finished in 0.7s. ETA: 23.8s. Rate: 349.78 forecasts/min
[2025-12-17T20:36:15.406002] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:15.407009] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-17T20:36:15.407067] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-17T20:36:15.407100] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-17T20:36:15.407894] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:15.407954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:15.412762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:15.414513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:15.415021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:15.416632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.504262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.560622] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.591871] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.625858] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-17T20:36:15.625927] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=55.025%)
[2025-12-17T20:36:15.626285] [INFO ] [main      ] Progress: 292/430 forecasts completed (67.9%). THQ finished in 0.7s. ETA: 23.7s. Rate: 349.37 forecasts/min
[2025-12-17T20:36:15.626418] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-17T20:36:15.626462] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-17T20:36:15.637848] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:15.638745] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-17T20:36:15.638803] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-17T20:36:15.638836] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-17T20:36:15.639715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:15.639774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:15.640506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:15.641263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.759977] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.760435] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.837724] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-17T20:36:15.837790] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=59.9373%)
[2025-12-17T20:36:15.837952] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-17T20:36:15.838000] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-17T20:36:15.838863] [INFO ] [main      ] Progress: 293/430 forecasts completed (68.1%). TRMK finished in 0.6s. ETA: 23.5s. Rate: 349.09 forecasts/min
[2025-12-17T20:36:15.849009] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:15.849835] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-17T20:36:15.849886] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-17T20:36:15.849916] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-17T20:36:15.850701] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:15.850761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:15.855463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:15.857240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:15.857729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:15.858111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:15.858834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:15.860769] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-17
[2025-12-17T20:36:15.861120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:15.863092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:15.933646] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:15.990692] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.030317] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.082355] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-17T20:36:16.082421] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=51.4083%)
[2025-12-17T20:36:16.082778] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-17T20:36:16.082829] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-17T20:36:16.083667] [INFO ] [main      ] Progress: 294/430 forecasts completed (68.4%). SQQQ finished in 0.7s. ETA: 23.4s. Rate: 348.58 forecasts/min
[2025-12-17T20:36:16.094496] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.095528] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-17T20:36:16.095612] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-17T20:36:16.095647] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-17T20:36:16.096474] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:16.096534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:16.097294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:16.103136] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-17T20:36:16.103203] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=57.4301%)
[2025-12-17T20:36:16.103562] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-17T20:36:16.103630] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-17T20:36:16.103620] [INFO ] [main      ] Progress: 295/430 forecasts completed (68.6%). BXSL finished in 0.7s. ETA: 23.2s. Rate: 349.63 forecasts/min
[2025-12-17T20:36:16.115150] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.116706] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-17T20:36:16.116786] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-17T20:36:16.116822] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-17T20:36:16.117638] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:16.117699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:16.123021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:16.124900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:16.125395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:16.125830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:16.126812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:16.167156] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.198642] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.241166] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-17T20:36:16.241234] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=9.86% (Conf=57.4076%)
[2025-12-17T20:36:16.241611] [INFO ] [main      ] Progress: 296/430 forecasts completed (68.8%). METCB finished in 0.6s. ETA: 23.0s. Rate: 349.86 forecasts/min
[2025-12-17T20:36:16.241996] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-17T20:36:16.242044] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-17T20:36:16.254424] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.255261] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-17T20:36:16.255316] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-17T20:36:16.255347] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-17T20:36:16.256129] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:16.256189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:16.257880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:16.258385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:16.258791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:16.260563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:16.263154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:16.264733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:16.367105] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.432062] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-17T20:36:16.432132] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=43.5708%)
[2025-12-17T20:36:16.432299] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-17T20:36:16.432344] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-17T20:36:16.432876] [INFO ] [main      ] Progress: 297/430 forecasts completed (69.1%). QD finished in 0.6s. ETA: 22.8s. Rate: 349.73 forecasts/min
[2025-12-17T20:36:16.435250] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.443851] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.444752] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-17T20:36:16.444805] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-17T20:36:16.444838] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-17T20:36:16.445677] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:16.445741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:16.447445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:16.447974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:16.448373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:16.449998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:16.453479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:16.485673] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.603473] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.626239] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.660502] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.675598] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-17T20:36:16.675670] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=46.1732%)
[2025-12-17T20:36:16.676052] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-17T20:36:16.676104] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-17T20:36:16.676683] [INFO ] [main      ] Progress: 298/430 forecasts completed (69.3%). CDC finished in 0.6s. ETA: 22.7s. Rate: 349.23 forecasts/min
[2025-12-17T20:36:16.687365] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.688398] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-17T20:36:16.688449] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-17T20:36:16.688479] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-17T20:36:16.689313] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:16.689371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:16.694290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:16.719567] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-17T20:36:16.719655] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.5687%)
[2025-12-17T20:36:16.720015] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-17T20:36:16.720067] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-17T20:36:16.720653] [INFO ] [main      ] Progress: 299/430 forecasts completed (69.5%). PDBC finished in 0.6s. ETA: 22.5s. Rate: 350.10 forecasts/min
[2025-12-17T20:36:16.731227] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.732190] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-17T20:36:16.732245] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-17T20:36:16.732277] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-17T20:36:16.733076] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:36:16.790374] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-17
[2025-12-17T20:36:16.812154] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.945498] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-17T20:36:16.945586] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=-4.02% (Conf=65.3179%)
[2025-12-17T20:36:16.945754] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-17T20:36:16.945798] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-17T20:36:16.946919] [INFO ] [main      ] Progress: 300/430 forecasts completed (69.8%). CELH finished in 0.7s. ETA: 22.3s. Rate: 349.73 forecasts/min
[2025-12-17T20:36:16.957374] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:16.958988] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-17T20:36:16.959044] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-17T20:36:16.959075] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-17T20:36:16.959927] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-17T20:36:16.959993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:16.964888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:16.965288] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:16.966729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:16.967230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:16.967678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:16.984776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:16.985857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:16.986336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:16.987964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:16.989018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:16.989707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:16.991155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:16.992341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:16.994402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.030103] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-17T20:36:17.030169] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=67.1164%)
[2025-12-17T20:36:17.030506] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-17T20:36:17.030566] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-17T20:36:17.030662] [INFO ] [main      ] Progress: 301/430 forecasts completed (70.0%). PAYO finished in 0.6s. ETA: 22.1s. Rate: 350.33 forecasts/min
[2025-12-17T20:36:17.038459] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.042326] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.043234] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-17T20:36:17.043288] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-17T20:36:17.043319] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-17T20:36:17.044153] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:17.044235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:17.083638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:17.091985] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.160038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:17.162565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:17.168386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.207034] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:17.260267] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-17T20:36:17.260705] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=47.227%)
[2025-12-17T20:36:17.261150] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-17T20:36:17.261203] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-17T20:36:17.261685] [INFO ] [main      ] Progress: 302/430 forecasts completed (70.2%). MNY finished in 0.6s. ETA: 21.9s. Rate: 349.92 forecasts/min
[2025-12-17T20:36:17.271715] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:17.273446] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.274381] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-17T20:36:17.274447] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-17T20:36:17.274479] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-17T20:36:17.275269] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:17.275328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:17.280182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:17.282001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:17.282482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:17.282897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.346654] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.355819] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-17T20:36:17.355888] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=4.46% (Conf=54.4664%)
[2025-12-17T20:36:17.356047] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-17T20:36:17.356091] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-17T20:36:17.357680] [INFO ] [main      ] Progress: 303/430 forecasts completed (70.5%). GIS finished in 0.6s. ETA: 21.7s. Rate: 350.43 forecasts/min
[2025-12-17T20:36:17.367263] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.368193] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-17T20:36:17.368251] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-17T20:36:17.368283] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-17T20:36:17.369176] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-17T20:36:17.369244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:17.374259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:17.376176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:17.376720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:17.377658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:17.380136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:17.383425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:17.384393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:17.386721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:17.389324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:17.390868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:17.392095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:17.394267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:17.395844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:17.402132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.507917] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.531333] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:17.623196] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.674928] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:17.682396] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-17T20:36:17.682467] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-12-17T20:36:17.682857] [INFO ] [main      ] Progress: 304/430 forecasts completed (70.7%). SWZ finished in 0.7s. ETA: 21.6s. Rate: 349.40 forecasts/min
[2025-12-17T20:36:17.683008] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-17T20:36:17.683055] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-17T20:36:17.696782] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.697885] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-17T20:36:17.697940] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-17T20:36:17.697971] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-17T20:36:17.698806] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:17.698909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:17.704135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:17.706140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:17.707029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:17.707505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:17.707993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:17.709063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:17.709824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.754164] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-17T20:36:17.754241] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=56.6191%)
[2025-12-17T20:36:17.754400] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-17T20:36:17.754443] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-17T20:36:17.754914] [INFO ] [main      ] Progress: 305/430 forecasts completed (70.9%). DBRG finished in 0.7s. ETA: 21.4s. Rate: 350.06 forecasts/min
[2025-12-17T20:36:17.757306] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-17
[2025-12-17T20:36:17.766078] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.766920] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-17T20:36:17.766970] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-17T20:36:17.767002] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-17T20:36:17.767809] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:17.768020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:17.773192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:17.774965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:17.775422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:17.775872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:17.776305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:17.777288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.795296] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:17.868067] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-17T20:36:17.868135] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=4.22% (Conf=64.626%)
[2025-12-17T20:36:17.868480] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-17T20:36:17.868531] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-17T20:36:17.868668] [INFO ] [main      ] Progress: 306/430 forecasts completed (71.2%). VTS finished in 0.6s. ETA: 21.2s. Rate: 350.45 forecasts/min
[2025-12-17T20:36:17.880630] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:17.881907] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-17T20:36:17.881974] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-17T20:36:17.882015] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-17T20:36:17.882875] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:17.882938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:17.888129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:17.890072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:17.890567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:17.891186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:17.891603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:17.892504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:17.894937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:17.896017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:17.936966] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:18.078393] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.085203] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-17T20:36:18.085271] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=36.6112%)
[2025-12-17T20:36:18.085653] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-17T20:36:18.085706] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-17T20:36:18.085668] [INFO ] [main      ] Progress: 307/430 forecasts completed (71.4%). OLPX finished in 0.7s. ETA: 21.1s. Rate: 350.14 forecasts/min
[2025-12-17T20:36:18.097696] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:18.098598] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-17T20:36:18.098650] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-17T20:36:18.098683] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-17T20:36:18.099540] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:18.099618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:18.101359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:18.101936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:18.102353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:18.103444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:18.153870] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.236604] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.262423] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:18.333151] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:18.334231] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-17T20:36:18.334307] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=47.4906%)
[2025-12-17T20:36:18.334473] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-17T20:36:18.334518] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-17T20:36:18.335226] [INFO ] [main      ] Progress: 308/430 forecasts completed (71.6%). BMEZ finished in 0.7s. ETA: 20.9s. Rate: 349.63 forecasts/min
[2025-12-17T20:36:18.347624] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:18.348698] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-17T20:36:18.348752] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-17T20:36:18.348784] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-17T20:36:18.349710] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:18.349775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:18.354902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:18.356835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:18.357330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:18.357774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:18.359468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:18.400993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:18.410429] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:18.412487] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-17T20:36:18.412553] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=63.3835%)
[2025-12-17T20:36:18.412741] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-17T20:36:18.412786] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-17T20:36:18.415679] [INFO ] [main      ] Progress: 309/430 forecasts completed (71.9%). S finished in 0.7s. ETA: 20.7s. Rate: 350.23 forecasts/min
[2025-12-17T20:36:18.423385] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:18.424424] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-17T20:36:18.424477] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-17T20:36:18.424507] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-17T20:36:18.425345] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:18.425407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:18.430401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:18.432266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:18.432765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:18.433220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:18.433641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:18.434425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:18.435175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:18.455390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:18.456279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:18.458606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:18.463860] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.539986] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-17T20:36:18.540056] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-9.20% (Conf=45.9161%)
[2025-12-17T20:36:18.540422] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-17T20:36:18.540473] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-17T20:36:18.540673] [INFO ] [main      ] Progress: 310/430 forecasts completed (72.1%). ARM finished in 0.7s. ETA: 20.5s. Rate: 350.53 forecasts/min
[2025-12-17T20:36:18.552298] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:18.553516] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-17T20:36:18.553589] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-17T20:36:18.553625] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-17T20:36:18.554435] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:18.554508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:18.556267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:18.556805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:18.557253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:18.557669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:18.642343] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:18.669227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:18.670417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:36:18.672040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:18.744641] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-17T20:36:18.744712] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=57.5771%)
[2025-12-17T20:36:18.745062] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-17T20:36:18.745113] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-17T20:36:18.745666] [INFO ] [main      ] Progress: 311/430 forecasts completed (72.3%). IBB finished in 0.7s. ETA: 20.4s. Rate: 350.31 forecasts/min
[2025-12-17T20:36:18.757227] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:18.758518] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-17T20:36:18.758611] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-17T20:36:18.758654] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-17T20:36:18.759466] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:18.759527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:18.760299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:18.761215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:18.776274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:18.777682] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.832874] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-17
[2025-12-17T20:36:18.955051] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.002565] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.012913] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.082258] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-17T20:36:19.082324] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=57.6051%)
[2025-12-17T20:36:19.082486] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-17T20:36:19.082533] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-17T20:36:19.083240] [INFO ] [main      ] Progress: 312/430 forecasts completed (72.6%). SSYS finished in 0.7s. ETA: 20.3s. Rate: 349.22 forecasts/min
[2025-12-17T20:36:19.085352] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-17T20:36:19.085420] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=31.6877%)
[2025-12-17T20:36:19.085788] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-17T20:36:19.085839] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-17T20:36:19.086345] [INFO ] [main      ] Progress: 313/430 forecasts completed (72.8%). MRUS finished in 0.7s. ETA: 20.0s. Rate: 350.32 forecasts/min
[2025-12-17T20:36:19.095559] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.096145] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.096519] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-17T20:36:19.096619] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-17T20:36:19.096661] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-17T20:36:19.097226] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-17T20:36:19.097279] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-17T20:36:19.097309] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-17T20:36:19.097421] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:19.097483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:19.098137] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:19.098209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:19.099258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:19.099817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:19.100199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:19.101075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:19.103347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:19.103434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:19.104371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:19.104569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.105518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:19.106661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.137826] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.183292] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.290855] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-17T20:36:19.290921] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=50.2566%)
[2025-12-17T20:36:19.291084] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-17T20:36:19.291130] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-17T20:36:19.292669] [INFO ] [main      ] Progress: 314/430 forecasts completed (73.0%). ZBH finished in 0.8s. ETA: 19.9s. Rate: 350.10 forecasts/min
[2025-12-17T20:36:19.303185] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.304101] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-17T20:36:19.304154] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-17T20:36:19.304187] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-17T20:36:19.304990] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:19.305052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:19.306094] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.309947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:19.311752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:19.312245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:19.312716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:19.313109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:19.315467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.392075] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-17T20:36:19.392143] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=51.2955%)
[2025-12-17T20:36:19.392306] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-17T20:36:19.392367] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-17T20:36:19.393658] [INFO ] [main      ] Progress: 315/430 forecasts completed (73.3%). DNTH finished in 0.6s. ETA: 19.7s. Rate: 350.55 forecasts/min
[2025-12-17T20:36:19.403052] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.403951] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-17T20:36:19.404007] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-17T20:36:19.404038] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-17T20:36:19.404821] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:19.404882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:19.409940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:19.411702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:19.412178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:19.412563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:19.442330] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.450239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:19.450790] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.451520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.613975] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.622876] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.654053] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.709049] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-17T20:36:19.709119] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=60.7904%)
[2025-12-17T20:36:19.709283] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-17T20:36:19.709327] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-17T20:36:19.709988] [INFO ] [main      ] Progress: 316/430 forecasts completed (73.5%). EZGO finished in 0.6s. ETA: 19.6s. Rate: 349.61 forecasts/min
[2025-12-17T20:36:19.724815] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.725715] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-17T20:36:19.725769] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-17T20:36:19.725801] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-17T20:36:19.726628] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:19.726689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:19.727408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:19.728319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:19.753936] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-17T20:36:19.754004] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=41.4009%)
[2025-12-17T20:36:19.754169] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-17T20:36:19.754213] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-17T20:36:19.755661] [INFO ] [main      ] Progress: 317/430 forecasts completed (73.7%). MOD finished in 0.7s. ETA: 19.3s. Rate: 350.43 forecasts/min
[2025-12-17T20:36:19.764957] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.766032] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-17T20:36:19.766084] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-17T20:36:19.766123] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-17T20:36:19.770538] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:19.770621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:19.775659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:19.803100] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-17
[2025-12-17T20:36:19.815553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:19.816632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:19.817335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:19.818063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:19.819301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.827593] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:19.838690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:19.840871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:19.919840] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-17T20:36:19.919910] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=51.7627%)
[2025-12-17T20:36:19.920275] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-17T20:36:19.920328] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-17T20:36:19.920655] [INFO ] [main      ] Progress: 318/430 forecasts completed (74.0%). NAMS finished in 0.6s. ETA: 19.2s. Rate: 350.47 forecasts/min
[2025-12-17T20:36:19.932182] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:19.933314] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-17T20:36:19.933367] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-17T20:36:19.933803] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-17T20:36:19.934694] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:19.934767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:19.939758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:19.941624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:19.942132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:19.942596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:19.943482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:19.976219] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:20.037474] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-17T20:36:20.037547] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.1829%)
[2025-12-17T20:36:20.037935] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-17T20:36:20.037987] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-17T20:36:20.038645] [INFO ] [main      ] Progress: 319/430 forecasts completed (74.2%). HYI finished in 0.6s. ETA: 19.0s. Rate: 350.81 forecasts/min
[2025-12-17T20:36:20.049593] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:20.050685] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-17T20:36:20.050765] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-17T20:36:20.050818] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-17T20:36:20.051989] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:20.052072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:20.054393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:20.055151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:20.058997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:20.060886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:20.062566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:20.063067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:20.065628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.085023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:20.088223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.172134] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-17
[2025-12-17T20:36:20.190714] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-17
[2025-12-17T20:36:20.337317] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:20.361345] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:20.417150] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-17
[2025-12-17T20:36:20.438424] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-17
[2025-12-17T20:36:20.490128] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-17T20:36:20.490193] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=58.3778%)
[2025-12-17T20:36:20.490548] [INFO ] [main      ] Progress: 320/430 forecasts completed (74.4%). ZS finished in 0.8s. ETA: 18.9s. Rate: 349.02 forecasts/min
[2025-12-17T20:36:20.490698] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-17T20:36:20.490742] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-17T20:36:20.502422] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:20.503275] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-17T20:36:20.503330] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-17T20:36:20.503360] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-17T20:36:20.504140] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:36:20.504202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:20.506544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:20.507536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:20.514748] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-17T20:36:20.514835] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=40.8216%)
[2025-12-17T20:36:20.515046] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-17T20:36:20.515105] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-17T20:36:20.515853] [INFO ] [main      ] Progress: 321/430 forecasts completed (74.7%). SHIP finished in 0.8s. ETA: 18.7s. Rate: 349.95 forecasts/min
[2025-12-17T20:36:20.528826] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:20.529826] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-17T20:36:20.529882] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-17T20:36:20.529915] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-17T20:36:20.530827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:20.530890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:20.531823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:20.581323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:20.585532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:20.589392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:20.591510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:20.591654] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:20.593165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:20.593645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:20.594743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:20.596707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.640567] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:20.645765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:20.648037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:20.649327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.684282] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-17T20:36:20.684352] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=57.4262%)
[2025-12-17T20:36:20.684774] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-17T20:36:20.684826] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-17T20:36:20.685648] [INFO ] [main      ] Progress: 322/430 forecasts completed (74.9%). FTI finished in 0.8s. ETA: 18.5s. Rate: 349.96 forecasts/min
[2025-12-17T20:36:20.696433] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:20.697684] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-17T20:36:20.697764] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-17T20:36:20.697800] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-17T20:36:20.698626] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:20.698689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:20.700465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:20.701021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:20.701452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:20.701860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:20.703518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:20.705504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:20.706184] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-17T20:36:20.706263] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=44.3582%)
[2025-12-17T20:36:20.706448] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-17T20:36:20.706503] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-17T20:36:20.707245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.707615] [INFO ] [main      ] Progress: 323/430 forecasts completed (75.1%). DHX finished in 0.7s. ETA: 18.3s. Rate: 350.90 forecasts/min
[2025-12-17T20:36:20.717495] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:20.718661] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-17T20:36:20.718714] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-17T20:36:20.718745] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-17T20:36:20.719621] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:20.719688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:20.721468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:20.722029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:20.722774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:20.723837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-17T20:36:20.725321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:20.953641] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.001554] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.047481] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.078026] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.138720] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.172559] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.214215] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.242436] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-17T20:36:21.242505] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=58.6358%)
[2025-12-17T20:36:21.242693] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-17T20:36:21.242741] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-17T20:36:21.243457] [INFO ] [main      ] Progress: 324/430 forecasts completed (75.3%). AIG finished in 0.8s. ETA: 18.2s. Rate: 348.61 forecasts/min
[2025-12-17T20:36:21.250258] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.255503] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.256673] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-17T20:36:21.256733] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-17T20:36:21.256766] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-17T20:36:21.257649] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:21.257717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:21.263001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:21.264855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:21.265387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:21.265831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:21.289658] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-17T20:36:21.289725] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=35.7574%)
[2025-12-17T20:36:21.290078] [INFO ] [main      ] Progress: 325/430 forecasts completed (75.6%). GAB finished in 0.8s. ETA: 18.0s. Rate: 349.39 forecasts/min
[2025-12-17T20:36:21.290202] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-17T20:36:21.290245] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-17T20:36:21.290518] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-17T20:36:21.290607] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=3.41% (Conf=55.49%)
[2025-12-17T20:36:21.291030] [INFO ] [main      ] Progress: 326/430 forecasts completed (75.8%). AMPX finished in 0.6s. ETA: 17.8s. Rate: 350.46 forecasts/min
[2025-12-17T20:36:21.291229] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-17T20:36:21.291277] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-17T20:36:21.301422] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.302603] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-17T20:36:21.302658] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-17T20:36:21.302698] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-17T20:36:21.302943] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.303559] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:21.303645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:21.303717] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-17T20:36:21.303771] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-17T20:36:21.303802] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-17T20:36:21.304610] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:21.304671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:21.306392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:21.306607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:21.306931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:21.307321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:21.308094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:21.308569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:21.310030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:21.311331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:21.313200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:21.321339] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-17T20:36:21.321403] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=56.5804%)
[2025-12-17T20:36:21.321556] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-17T20:36:21.321617] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-17T20:36:21.323716] [INFO ] [main      ] Progress: 327/430 forecasts completed (76.0%). BSVO finished in 0.6s. ETA: 17.6s. Rate: 351.33 forecasts/min
[2025-12-17T20:36:21.332306] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.333481] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-17T20:36:21.333534] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-17T20:36:21.333565] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-17T20:36:21.334411] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:21.334472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:21.336161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:21.336697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:21.337087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:21.338450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:21.648886] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.687023] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.690011] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.690676] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-17
[2025-12-17T20:36:21.837612] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.857736] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.875917] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.884910] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:21.933253] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-17T20:36:21.933322] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=3.93% (Conf=58.5696%)
[2025-12-17T20:36:21.933682] [INFO ] [main      ] Progress: 328/430 forecasts completed (76.3%). FBIN finished in 0.6s. ETA: 17.6s. Rate: 348.60 forecasts/min
[2025-12-17T20:36:21.933801] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-17T20:36:21.933842] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-17T20:36:21.945403] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.946417] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-17T20:36:21.946469] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-17T20:36:21.946499] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-17T20:36:21.947291] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:21.947356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:21.953508] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-17T20:36:21.953594] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-1.50% (Conf=66.6938%)
[2025-12-17T20:36:21.953761] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-17T20:36:21.953807] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-17T20:36:21.954847] [INFO ] [main      ] Progress: 329/430 forecasts completed (76.5%). BOTZ finished in 0.6s. ETA: 17.3s. Rate: 349.53 forecasts/min
[2025-12-17T20:36:21.965058] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:21.966237] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-17T20:36:21.966291] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-17T20:36:21.966323] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-17T20:36:21.967210] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:21.967273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:21.972405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:21.974745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:21.975310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:21.977916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:21.986264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:21.987822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:21.988902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:21.990678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:21.991144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:21.992789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:21.993823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:21.994350] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-17T20:36:21.994420] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1498%)
[2025-12-17T20:36:21.994481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:21.994817] [INFO ] [main      ] Fetching symbol history for JPEF...
[2025-12-17T20:36:21.994872] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2025-12-17T20:36:21.995663] [INFO ] [main      ] Progress: 330/430 forecasts completed (76.7%). QMCO finished in 0.8s. ETA: 17.1s. Rate: 350.34 forecasts/min
[2025-12-17T20:36:22.006685] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.007667] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2025-12-17T20:36:22.007741] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2025-12-17T20:36:22.007781] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2025-12-17T20:36:22.008562] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:22.008647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:22.010437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:22.010999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:22.011397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:22.012166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:22.014733] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-17T20:36:22.014801] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=50.4893%)
[2025-12-17T20:36:22.015239] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-17T20:36:22.015292] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-17T20:36:22.015624] [INFO ] [main      ] Progress: 331/430 forecasts completed (77.0%). BNTX finished in 0.7s. ETA: 16.9s. Rate: 351.28 forecasts/min
[2025-12-17T20:36:22.018798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:22.020519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.026038] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.027004] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-17T20:36:22.027065] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-17T20:36:22.027096] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-17T20:36:22.027892] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:22.027955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:22.032872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:22.052634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:22.053625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.075393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:22.076778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:22.077964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:22.079192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:22.082000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:22.083759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.332993] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-17
[2025-12-17T20:36:22.371319] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-17
[2025-12-17T20:36:22.395260] [DEBUG] [MAG       ] JPEF: Last date is validated at 2025-12-17
[2025-12-17T20:36:22.422976] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-17
[2025-12-17T20:36:22.502423] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:22.544061] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:22.574887] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:22.593531] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:22.607843] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-17T20:36:22.607908] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=54.8989%)
[2025-12-17T20:36:22.608254] [INFO ] [main      ] Progress: 332/430 forecasts completed (77.2%). COLM finished in 0.7s. ETA: 16.9s. Rate: 348.68 forecasts/min
[2025-12-17T20:36:22.608384] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-17T20:36:22.608427] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-17T20:36:22.619316] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.620354] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-17T20:36:22.620405] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-17T20:36:22.620436] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-17T20:36:22.621248] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:22.621306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:22.622597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:22.623913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.653144] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-17T20:36:22.653213] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=57.4358%)
[2025-12-17T20:36:22.653752] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-17T20:36:22.653797] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-17T20:36:22.655727] [INFO ] [main      ] Progress: 333/430 forecasts completed (77.4%). JCI finished in 0.7s. ETA: 16.7s. Rate: 349.44 forecasts/min
[2025-12-17T20:36:22.664137] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2025-12-17T20:36:22.664204] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=66.153%)
[2025-12-17T20:36:22.664555] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-17T20:36:22.664622] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-17T20:36:22.664622] [INFO ] [main      ] Progress: 334/430 forecasts completed (77.7%). JPEF finished in 0.7s. ETA: 16.4s. Rate: 350.44 forecasts/min
[2025-12-17T20:36:22.664737] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.665770] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-17T20:36:22.665839] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-17T20:36:22.665872] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-17T20:36:22.667413] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:22.667479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:22.672609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:22.674469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:22.675008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:22.675408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:22.676253] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.677259] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-17T20:36:22.677310] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-17T20:36:22.677341] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-17T20:36:22.677924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:22.678141] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:22.678199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:22.682460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.691617] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-17T20:36:22.691689] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=51.5473%)
[2025-12-17T20:36:22.692157] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-17T20:36:22.692218] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-17T20:36:22.692623] [INFO ] [main      ] Progress: 335/430 forecasts completed (77.9%). FIVN finished in 0.7s. ETA: 16.2s. Rate: 351.31 forecasts/min
[2025-12-17T20:36:22.703253] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:22.704121] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-17T20:36:22.704178] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-17T20:36:22.704210] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-17T20:36:22.705086] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:22.705150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:22.707016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:22.707525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:22.707994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:22.708392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:22.757665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:22.759316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.820421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:22.822419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:22.972764] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.023545] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.119010] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.142885] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.161212] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.195615] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-17T20:36:23.195682] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=52.7941%)
[2025-12-17T20:36:23.196037] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-17T20:36:23.196087] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-17T20:36:23.196894] [INFO ] [main      ] Progress: 336/430 forecasts completed (78.1%). MMLP finished in 0.6s. ETA: 16.1s. Rate: 349.28 forecasts/min
[2025-12-17T20:36:23.199675] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.207412] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.208547] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-17T20:36:23.208615] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-17T20:36:23.208648] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-17T20:36:23.209458] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:23.209518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:23.210244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:23.211822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:23.212851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:23.214750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.282307] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-17T20:36:23.282373] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=55.3425%)
[2025-12-17T20:36:23.282530] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-17T20:36:23.282592] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-17T20:36:23.282863] [INFO ] [main      ] Progress: 337/430 forecasts completed (78.4%). RLI finished in 0.6s. ETA: 16.0s. Rate: 349.80 forecasts/min
[2025-12-17T20:36:23.294463] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.294940] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.295347] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-17T20:36:23.295398] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-17T20:36:23.295429] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-17T20:36:23.296219] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:23.296297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:23.297977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:23.298471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:23.298950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:23.299713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.331311] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.384649] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-17T20:36:23.384731] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=2.78% (Conf=61.4393%)
[2025-12-17T20:36:23.384905] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-17T20:36:23.384949] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-17T20:36:23.385931] [INFO ] [main      ] Progress: 338/430 forecasts completed (78.6%). ADC finished in 0.7s. ETA: 15.8s. Rate: 350.22 forecasts/min
[2025-12-17T20:36:23.396005] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.396855] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-17T20:36:23.396907] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-17T20:36:23.396937] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-17T20:36:23.397726] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:23.397799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:23.402845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:23.403881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:23.406462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:23.408205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:23.409273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:23.409963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:23.410674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:23.411713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.445636] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-17T20:36:23.445707] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=32.22% (Conf=49.213%)
[2025-12-17T20:36:23.446058] [INFO ] [main      ] Progress: 339/430 forecasts completed (78.8%). BIAF finished in 0.8s. ETA: 15.6s. Rate: 350.89 forecasts/min
[2025-12-17T20:36:23.446188] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-17T20:36:23.446232] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-17T20:36:23.457818] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.458731] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-17T20:36:23.458801] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-17T20:36:23.458882] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-17T20:36:23.459691] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:23.459753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:23.464732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:23.542069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:23.543630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.562370] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.648799] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.735501] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.775427] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.822414] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:23.825162] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-17T20:36:23.825230] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=7.42% (Conf=50.8551%)
[2025-12-17T20:36:23.825694] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-17T20:36:23.825749] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-17T20:36:23.826651] [INFO ] [main      ] Progress: 340/430 forecasts completed (79.1%). GHRS finished in 0.6s. ETA: 15.4s. Rate: 349.63 forecasts/min
[2025-12-17T20:36:23.837557] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.838651] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-17T20:36:23.838706] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-17T20:36:23.838739] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-17T20:36:23.839590] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:23.839657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:23.844674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:23.846504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:23.847047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:23.849440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:23.851083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:23.868314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.885257] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-17
[2025-12-17T20:36:23.889921] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-17T20:36:23.889988] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=43.1452%)
[2025-12-17T20:36:23.890341] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-17T20:36:23.890390] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-17T20:36:23.891655] [INFO ] [main      ] Progress: 341/430 forecasts completed (79.3%). WNEB finished in 0.6s. ETA: 15.2s. Rate: 350.26 forecasts/min
[2025-12-17T20:36:23.902628] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:23.905624] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-17T20:36:23.905680] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-17T20:36:23.905712] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-17T20:36:23.906519] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:23.906595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:23.911814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:23.914249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:23.962963] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.057031] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.061905] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-17T20:36:24.061973] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=1.60% (Conf=55.4964%)
[2025-12-17T20:36:24.062331] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-17T20:36:24.062382] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-17T20:36:24.062667] [INFO ] [main      ] Progress: 342/430 forecasts completed (79.5%). SSNC finished in 0.7s. ETA: 15.1s. Rate: 350.27 forecasts/min
[2025-12-17T20:36:24.073015] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.074144] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-17T20:36:24.074196] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-17T20:36:24.074227] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-17T20:36:24.075036] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-17T20:36:24.158610] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-17T20:36:24.158706] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=7.18% (Conf=55.3642%)
[2025-12-17T20:36:24.159213] [INFO ] [main      ] Progress: 343/430 forecasts completed (79.8%). HELE finished in 0.7s. ETA: 14.9s. Rate: 350.71 forecasts/min
[2025-12-17T20:36:24.159379] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-17T20:36:24.159437] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-17T20:36:24.175051] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.176168] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-17T20:36:24.176237] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-17T20:36:24.176280] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-17T20:36:24.177380] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:24.177454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:24.183775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:24.184676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:24.187352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:24.214689] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-17
[2025-12-17T20:36:24.271760] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-17
[2025-12-17T20:36:24.386106] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.421186] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-17
[2025-12-17T20:36:24.457628] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.465114] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-17T20:36:24.465179] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=51.3219%)
[2025-12-17T20:36:24.465521] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-17T20:36:24.465570] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-17T20:36:24.466655] [INFO ] [main      ] Progress: 344/430 forecasts completed (80.0%). FTGS finished in 0.6s. ETA: 14.7s. Rate: 349.90 forecasts/min
[2025-12-17T20:36:24.477621] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.478653] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-17T20:36:24.478716] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-17T20:36:24.478749] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-17T20:36:24.479601] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:36:24.479673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:24.481427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:24.481977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:24.482373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:24.483192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:24.483944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:24.484388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:24.485471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:24.487204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:24.488276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:24.489033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:24.532127] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-17
[2025-12-17T20:36:24.545352] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-17T20:36:24.545448] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=47.8289%)
[2025-12-17T20:36:24.545897] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-17T20:36:24.545954] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-17T20:36:24.546656] [INFO ] [main      ] Progress: 345/430 forecasts completed (80.2%). NTB finished in 0.7s. ETA: 14.6s. Rate: 350.44 forecasts/min
[2025-12-17T20:36:24.561364] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.562358] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-17T20:36:24.562421] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-17T20:36:24.562468] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-17T20:36:24.563371] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:24.563432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:24.564244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:24.594326] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.617404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:24.619055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:24.655380] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-17T20:36:24.655451] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=56.916%)
[2025-12-17T20:36:24.655632] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-17T20:36:24.655683] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-17T20:36:24.656668] [INFO ] [main      ] Progress: 346/430 forecasts completed (80.5%). TBI finished in 0.6s. ETA: 14.4s. Rate: 350.81 forecasts/min
[2025-12-17T20:36:24.666900] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.668093] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-17T20:36:24.668146] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-17T20:36:24.668177] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-17T20:36:24.669058] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:24.669120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:24.673955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:24.675848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:24.676337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:24.677146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:24.700047] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:24.788233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:24.789789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:24.791853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:24.826895] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-17T20:36:24.826961] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=45.2981%)
[2025-12-17T20:36:24.827119] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-17T20:36:24.827161] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-17T20:36:24.827898] [INFO ] [main      ] Progress: 347/430 forecasts completed (80.7%). JLL finished in 0.7s. ETA: 14.2s. Rate: 350.81 forecasts/min
[2025-12-17T20:36:24.834542] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-17
[2025-12-17T20:36:24.838736] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:24.839609] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-17T20:36:24.839660] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-17T20:36:24.839691] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-17T20:36:24.840481] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:24.840541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:24.845537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:24.847311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:24.847802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:24.848182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:24.897273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:24.899248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:24.901630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:36:24.903232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:24.977153] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.007013] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.091846] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-17T20:36:25.091910] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=46.1699%)
[2025-12-17T20:36:25.092245] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-17T20:36:25.092296] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-17T20:36:25.092684] [INFO ] [main      ] Progress: 348/430 forecasts completed (80.9%). NCLH finished in 0.6s. ETA: 14.0s. Rate: 350.25 forecasts/min
[2025-12-17T20:36:25.104853] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:25.105790] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-17T20:36:25.105849] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-17T20:36:25.105881] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-17T20:36:25.106686] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-17T20:36:25.106753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:25.111733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:25.112849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:25.114705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:25.115225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:25.116279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:25.117931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:25.118645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:25.119389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:25.120920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:25.126980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:25.140460] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.157125] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.260589] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.292016] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-17T20:36:25.292083] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=63.0898%)
[2025-12-17T20:36:25.292440] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-17T20:36:25.292493] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-17T20:36:25.293648] [INFO ] [main      ] Progress: 349/430 forecasts completed (81.2%). ERIE finished in 0.7s. ETA: 13.9s. Rate: 350.08 forecasts/min
[2025-12-17T20:36:25.304160] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:25.305300] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-17T20:36:25.305360] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-17T20:36:25.305393] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-17T20:36:25.306197] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:25.306258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:25.311441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:25.312439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:25.316510] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.362707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:25.391864] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-17T20:36:25.391939] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=51.1477%)
[2025-12-17T20:36:25.392095] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-17T20:36:25.392140] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-17T20:36:25.393324] [INFO ] [main      ] Progress: 350/430 forecasts completed (81.4%). SPOK finished in 0.7s. ETA: 13.7s. Rate: 350.50 forecasts/min
[2025-12-17T20:36:25.403070] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:25.404112] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-17T20:36:25.404163] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-17T20:36:25.404194] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-17T20:36:25.405035] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:25.405095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:25.407140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:25.407669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:25.409767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:25.410510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:25.436048] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.548621] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.550969] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-17T20:36:25.551034] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=55.1466%)
[2025-12-17T20:36:25.551376] [INFO ] [main      ] Progress: 351/430 forecasts completed (81.6%). AMBA finished in 0.7s. ETA: 13.5s. Rate: 350.58 forecasts/min
[2025-12-17T20:36:25.551498] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-17T20:36:25.551541] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-17T20:36:25.563085] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:25.564345] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-17T20:36:25.564396] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-17T20:36:25.564426] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-17T20:36:25.565229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:25.565289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:25.570093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:25.571893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:25.572357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:25.573118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:25.573818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:25.719504] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.728518] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.762559] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.847318] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-17T20:36:25.847386] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=5.31% (Conf=51.0686%)
[2025-12-17T20:36:25.847839] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-17T20:36:25.847892] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-17T20:36:25.848664] [INFO ] [main      ] Progress: 352/430 forecasts completed (81.9%). BROS finished in 0.8s. ETA: 13.4s. Rate: 349.84 forecasts/min
[2025-12-17T20:36:25.859409] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:25.860376] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-17T20:36:25.860428] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-17T20:36:25.860460] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-17T20:36:25.861292] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:25.861354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:25.866358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:25.868892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:25.869727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:25.871790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:25.913265] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.921138] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-17
[2025-12-17T20:36:25.936098] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:25.990651] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-17T20:36:25.990721] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=46.8929%)
[2025-12-17T20:36:25.991091] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-17T20:36:25.991143] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-17T20:36:25.992663] [INFO ] [main      ] Progress: 353/430 forecasts completed (82.1%). BUSE finished in 0.7s. ETA: 13.2s. Rate: 350.00 forecasts/min
[2025-12-17T20:36:26.001884] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-17T20:36:26.001950] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-4.99% (Conf=58.5395%)
[2025-12-17T20:36:26.002102] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-17T20:36:26.002145] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-17T20:36:26.004046] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.004649] [INFO ] [main      ] Progress: 354/430 forecasts completed (82.3%). VUZI finished in 0.6s. ETA: 13.0s. Rate: 350.92 forecasts/min
[2025-12-17T20:36:26.004962] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-17T20:36:26.005016] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-17T20:36:26.005049] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-17T20:36:26.006035] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:26.006109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:26.007016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:26.009198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:26.012313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:26.013046] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.013464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:26.013843] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-17T20:36:26.013895] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-17T20:36:26.013926] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-17T20:36:26.014667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.014715] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:26.014780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:26.016434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:26.016969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:26.017404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:26.018176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.096912] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:26.180319] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-17T20:36:26.180388] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-3.41% (Conf=59.3556%)
[2025-12-17T20:36:26.180766] [INFO ] [main      ] Progress: 355/430 forecasts completed (82.6%). CPNG finished in 0.6s. ETA: 12.8s. Rate: 350.89 forecasts/min
[2025-12-17T20:36:26.180905] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-17T20:36:26.180948] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-17T20:36:26.192289] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.193280] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-17T20:36:26.193336] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-17T20:36:26.193417] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-17T20:36:26.194255] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:26.194316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:26.217651] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-17
[2025-12-17T20:36:26.235952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:26.313898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.364821] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-17
[2025-12-17T20:36:26.380056] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-17
[2025-12-17T20:36:26.397836] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:26.473353] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-17T20:36:26.473422] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-3.07% (Conf=67.2233%)
[2025-12-17T20:36:26.473881] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-17T20:36:26.473935] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-17T20:36:26.474667] [INFO ] [main      ] Progress: 356/430 forecasts completed (82.8%). LPTH finished in 0.6s. ETA: 12.7s. Rate: 350.19 forecasts/min
[2025-12-17T20:36:26.486867] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.487819] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-17T20:36:26.487873] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-17T20:36:26.487906] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-17T20:36:26.488776] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:26.488875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:26.490669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:26.491241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:26.491671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:26.494105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:26.495382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:26.537173] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:26.564888] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:26.573033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:26.576450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:26.578731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.640938] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-17T20:36:26.641027] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=63.9339%)
[2025-12-17T20:36:26.641436] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-17T20:36:26.641500] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-17T20:36:26.642654] [INFO ] [main      ] Progress: 357/430 forecasts completed (83.0%). GOOS finished in 0.6s. ETA: 12.5s. Rate: 350.21 forecasts/min
[2025-12-17T20:36:26.652555] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.653537] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-17T20:36:26.653607] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-17T20:36:26.653642] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-17T20:36:26.654440] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:26.654503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:26.656327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:26.656892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:26.658022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:26.660109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-17T20:36:26.660866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:26.661831] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-17
[2025-12-17T20:36:26.665528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:26.666309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.747630] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-17T20:36:26.747697] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=56.96%)
[2025-12-17T20:36:26.747854] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-17T20:36:26.747898] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-17T20:36:26.749680] [INFO ] [main      ] Progress: 358/430 forecasts completed (83.3%). TPL finished in 0.7s. ETA: 12.3s. Rate: 350.57 forecasts/min
[2025-12-17T20:36:26.759239] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.760246] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-17T20:36:26.760298] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-17T20:36:26.760329] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-17T20:36:26.761196] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:26.761263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:26.766204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:26.768091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:26.768601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:26.771091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:26.835885] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:26.886423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:26.889058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.894720] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-17T20:36:26.894788] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=56.4107%)
[2025-12-17T20:36:26.894964] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-17T20:36:26.895016] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-17T20:36:26.896663] [INFO ] [main      ] Progress: 359/430 forecasts completed (83.5%). EB finished in 0.7s. ETA: 12.1s. Rate: 350.71 forecasts/min
[2025-12-17T20:36:26.906015] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:26.906939] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-17T20:36:26.906993] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-17T20:36:26.907025] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-17T20:36:26.907830] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:26.907893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:26.909681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:26.910219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:26.910693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:26.911089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:26.911779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:26.912922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:26.917363] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.032331] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.084763] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.168424] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-17T20:36:27.168489] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=50.2965%)
[2025-12-17T20:36:27.168850] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-17T20:36:27.168923] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-17T20:36:27.169670] [INFO ] [main      ] Progress: 360/430 forecasts completed (83.7%). AMAL finished in 0.7s. ETA: 12.0s. Rate: 350.13 forecasts/min
[2025-12-17T20:36:27.179913] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.181588] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-17T20:36:27.181640] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-17T20:36:27.181670] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-17T20:36:27.182443] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:27.182505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:27.184248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:27.184796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:27.185247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:27.185653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:27.214934] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.223067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:27.223829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.244794] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.257220] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.309566] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-17T20:36:27.309655] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=4.32% (Conf=49.1038%)
[2025-12-17T20:36:27.314168] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-17T20:36:27.314226] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-17T20:36:27.314657] [INFO ] [main      ] Progress: 361/430 forecasts completed (84.0%). STRS finished in 0.7s. ETA: 11.8s. Rate: 350.28 forecasts/min
[2025-12-17T20:36:27.327461] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.328372] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-17T20:36:27.328433] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-17T20:36:27.328467] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-17T20:36:27.329335] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:27.329397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:27.334743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:27.336677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:27.337234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:36:27.338890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.420840] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.435203] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.495200] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-17T20:36:27.495267] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=50.7224%)
[2025-12-17T20:36:27.495683] [INFO ] [main      ] Progress: 362/430 forecasts completed (84.2%). LTC finished in 0.7s. ETA: 11.6s. Rate: 350.23 forecasts/min
[2025-12-17T20:36:27.495812] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-17T20:36:27.495856] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-17T20:36:27.506552] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.507600] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-17T20:36:27.507653] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-17T20:36:27.507684] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-17T20:36:27.508487] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:27.508547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:27.510270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:27.510838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:27.558259] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.627033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.700143] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-17
[2025-12-17T20:36:27.716430] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-17T20:36:27.716503] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=63.3836%)
[2025-12-17T20:36:27.716880] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-17T20:36:27.716938] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-17T20:36:27.718718] [INFO ] [main      ] Progress: 363/430 forecasts completed (84.4%). DORM finished in 0.8s. ETA: 11.5s. Rate: 349.94 forecasts/min
[2025-12-17T20:36:27.725381] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.728465] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.729399] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-17T20:36:27.729454] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-17T20:36:27.729487] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-17T20:36:27.730332] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:27.730395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:27.732348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:27.732933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:27.733373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:27.735097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:27.736254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:27.736968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.785781] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-17T20:36:27.785851] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.8237%)
[2025-12-17T20:36:27.786287] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-17T20:36:27.786340] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-17T20:36:27.786670] [INFO ] [main      ] Progress: 364/430 forecasts completed (84.7%). OFS finished in 0.6s. ETA: 11.3s. Rate: 350.52 forecasts/min
[2025-12-17T20:36:27.798688] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.799659] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-17T20:36:27.799727] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-17T20:36:27.799759] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-17T20:36:27.800522] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:27.800602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:27.806200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:27.807160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:27.845242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.866818] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:27.942213] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-17T20:36:27.942283] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-5.56% (Conf=57.1727%)
[2025-12-17T20:36:27.942663] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-17T20:36:27.942715] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-17T20:36:27.943637] [INFO ] [main      ] Progress: 365/430 forecasts completed (84.9%). DRMA finished in 0.6s. ETA: 11.1s. Rate: 350.60 forecasts/min
[2025-12-17T20:36:27.954252] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:27.955201] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-17T20:36:27.955254] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-17T20:36:27.955284] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-17T20:36:27.956137] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:27.956203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:27.961184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:27.962122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:27.965066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:27.966979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:27.967486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:27.968655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:27.970886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:27.986998] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.078974] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.170927] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.183542] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.232219] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-17T20:36:28.232286] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-2.69% (Conf=47.3066%)
[2025-12-17T20:36:28.232441] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-17T20:36:28.232484] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-17T20:36:28.233639] [INFO ] [main      ] Progress: 366/430 forecasts completed (85.1%). PAGS finished in 0.7s. ETA: 11.0s. Rate: 349.93 forecasts/min
[2025-12-17T20:36:28.244101] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:28.245066] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-17T20:36:28.245118] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-17T20:36:28.245148] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-17T20:36:28.245977] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:28.246051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:28.251171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:28.251699] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.252125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:36:28.254098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:28.318328] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.359676] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.390495] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-17T20:36:28.390562] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-3.91% (Conf=59.7344%)
[2025-12-17T20:36:28.390948] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-17T20:36:28.390999] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-17T20:36:28.391665] [INFO ] [main      ] Progress: 367/430 forecasts completed (85.3%). AGX finished in 0.7s. ETA: 10.8s. Rate: 350.01 forecasts/min
[2025-12-17T20:36:28.402154] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:28.403049] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-17T20:36:28.403113] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-17T20:36:28.403168] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-17T20:36:28.404029] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:28.404093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:28.404888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:28.406599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:28.407142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:28.408251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:28.410003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:28.411071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:28.411810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:28.428593] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-17T20:36:28.428666] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-7.47% (Conf=65.0909%)
[2025-12-17T20:36:28.429165] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-17T20:36:28.429220] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-17T20:36:28.429659] [INFO ] [main      ] Progress: 368/430 forecasts completed (85.6%). GDC finished in 0.6s. ETA: 10.6s. Rate: 350.75 forecasts/min
[2025-12-17T20:36:28.441881] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:28.443184] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-17T20:36:28.443237] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-17T20:36:28.443270] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-17T20:36:28.444101] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:28.444162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:28.449155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:28.463834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:28.489187] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.551754] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-17T20:36:28.551824] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=42.6868%)
[2025-12-17T20:36:28.551992] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-17T20:36:28.552036] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-17T20:36:28.552854] [INFO ] [main      ] Progress: 369/430 forecasts completed (85.8%). SY finished in 0.6s. ETA: 10.4s. Rate: 351.02 forecasts/min
[2025-12-17T20:36:28.565826] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:28.567058] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-17T20:36:28.567126] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-17T20:36:28.567172] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-17T20:36:28.568271] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:28.568349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:28.570674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:28.571379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:28.574091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:28.575512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:28.606544] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.753348] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.783368] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.807133] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.882762] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-17T20:36:28.882840] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=48.4788%)
[2025-12-17T20:36:28.883178] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-17T20:36:28.883228] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-17T20:36:28.883667] [INFO ] [main      ] Progress: 370/430 forecasts completed (86.0%). IRMD finished in 0.7s. ETA: 10.3s. Rate: 350.13 forecasts/min
[2025-12-17T20:36:28.896346] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:28.897507] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-17T20:36:28.897560] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-17T20:36:28.897620] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-17T20:36:28.898523] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-17T20:36:28.898615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:28.901458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:28.902608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:28.905486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:28.906878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:28.909969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:28.912905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:28.914943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:28.915450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:28.916595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:28.918450] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-17
[2025-12-17T20:36:28.918651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:28.922706] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:28.924934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:28.977196] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.003522] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-17T20:36:29.003605] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=52.4799%)
[2025-12-17T20:36:29.003773] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-17T20:36:29.003826] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-17T20:36:29.005683] [INFO ] [main      ] Progress: 371/430 forecasts completed (86.3%). FIZZ finished in 0.6s. ETA: 10.1s. Rate: 350.40 forecasts/min
[2025-12-17T20:36:29.014853] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.015863] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-17T20:36:29.015916] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-17T20:36:29.015949] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-17T20:36:29.016810] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:29.016891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:29.021871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:29.023626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:29.025667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:29.029978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.088194] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.090494] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-17T20:36:29.090562] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=2.26% (Conf=63.9205%)
[2025-12-17T20:36:29.090915] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-17T20:36:29.090966] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-17T20:36:29.091657] [INFO ] [main      ] Progress: 372/430 forecasts completed (86.5%). RBLX finished in 0.7s. ETA: 9.9s. Rate: 350.87 forecasts/min
[2025-12-17T20:36:29.102204] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.103269] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-17T20:36:29.103320] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-17T20:36:29.103352] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-17T20:36:29.104154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:29.104215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:29.105108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:29.107524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:29.109227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:29.110465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:29.111113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:29.113895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.158072] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-17T20:36:29.158136] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=61.2954%)
[2025-12-17T20:36:29.158501] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-17T20:36:29.158551] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-17T20:36:29.159657] [INFO ] [main      ] Progress: 373/430 forecasts completed (86.7%). AMLX finished in 0.6s. ETA: 9.7s. Rate: 351.44 forecasts/min
[2025-12-17T20:36:29.169831] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.170968] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-17T20:36:29.171022] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-17T20:36:29.171052] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-17T20:36:29.171842] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:29.171900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:29.172623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:29.174993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:29.176055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.278849] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-17
[2025-12-17T20:36:29.369437] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-17
[2025-12-17T20:36:29.451823] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-17
[2025-12-17T20:36:29.455547] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.508253] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-17
[2025-12-17T20:36:29.605771] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-17T20:36:29.605841] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=59.876%)
[2025-12-17T20:36:29.605998] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-17T20:36:29.606041] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-17T20:36:29.608650] [INFO ] [main      ] Progress: 374/430 forecasts completed (87.0%). TXN finished in 0.7s. ETA: 9.6s. Rate: 349.91 forecasts/min
[2025-12-17T20:36:29.608527] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.616945] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.618067] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-17T20:36:29.618119] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-17T20:36:29.618149] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-17T20:36:29.618735] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.619008] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:29.619073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:29.623923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:29.624984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:29.625685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:29.628594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:29.633807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:29.635293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.676865] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:29.677937] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-17T20:36:29.678002] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=41.9894%)
[2025-12-17T20:36:29.678361] [INFO ] [main      ] Fetching symbol history for XPRO...
[2025-12-17T20:36:29.678412] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2025-12-17T20:36:29.678413] [INFO ] [main      ] Progress: 375/430 forecasts completed (87.2%). UBND finished in 0.6s. ETA: 9.4s. Rate: 350.47 forecasts/min
[2025-12-17T20:36:29.689752] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.690786] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2025-12-17T20:36:29.690846] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-17T20:36:29.690878] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2025-12-17T20:36:29.691660] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:29.691720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:29.711088] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-17T20:36:29.711161] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=53.3817%)
[2025-12-17T20:36:29.711324] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-17T20:36:29.711729] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-17T20:36:29.711985] [INFO ] [main      ] Progress: 376/430 forecasts completed (87.4%). BMRN finished in 0.7s. ETA: 9.2s. Rate: 351.22 forecasts/min
[2025-12-17T20:36:29.724459] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.725657] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-17T20:36:29.725710] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-17T20:36:29.725742] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-17T20:36:29.726554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:29.726634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:29.727498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:29.730080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:29.730776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:29.730846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:29.732427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.735063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:29.752365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:29.754096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:29.755717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.786414] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-17T20:36:29.786483] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=53.2185%)
[2025-12-17T20:36:29.786825] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-17T20:36:29.786889] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-17T20:36:29.787788] [INFO ] [main      ] Progress: 377/430 forecasts completed (87.7%). IPGP finished in 0.6s. ETA: 9.0s. Rate: 351.74 forecasts/min
[2025-12-17T20:36:29.800008] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:29.801653] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-17T20:36:29.801714] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-17T20:36:29.801747] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-17T20:36:29.802566] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:29.802644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:29.804373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:29.804945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:29.806610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:29.985617] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.068468] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.090517] [DEBUG] [MAG       ] XPRO: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.139638] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.163500] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.236677] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.259990] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.288327] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-17T20:36:30.288399] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=56.3402%)
[2025-12-17T20:36:30.288592] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-17T20:36:30.288637] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-17T20:36:30.288915] [INFO ] [main      ] Progress: 378/430 forecasts completed (87.9%). BBCP finished in 0.7s. ETA: 8.9s. Rate: 349.95 forecasts/min
[2025-12-17T20:36:30.299172] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.299987] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-17T20:36:30.300037] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-17T20:36:30.300068] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-17T20:36:30.300843] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:30.300903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:30.305689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:30.307747] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.310821] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-17T20:36:30.310891] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=49.3574%)
[2025-12-17T20:36:30.311244] [INFO ] [main      ] Progress: 379/430 forecasts completed (88.1%). UPWK finished in 0.6s. ETA: 8.7s. Rate: 350.75 forecasts/min
[2025-12-17T20:36:30.311376] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-17T20:36:30.311417] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-17T20:36:30.321970] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.323186] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-17T20:36:30.323242] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-17T20:36:30.323274] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-17T20:36:30.324071] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:30.324132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:30.329014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:30.330845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:30.331321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:30.331732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:30.340504] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2025-12-17T20:36:30.340588] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=5.84% (Conf=59.6816%)
[2025-12-17T20:36:30.340971] [INFO ] [main      ] Progress: 380/430 forecasts completed (88.4%). XPRO finished in 0.7s. ETA: 8.5s. Rate: 351.51 forecasts/min
[2025-12-17T20:36:30.341166] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-17T20:36:30.341217] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-17T20:36:30.344139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:30.346383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:30.348433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:30.349611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:30.352868] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.353902] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-17T20:36:30.353961] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-17T20:36:30.353992] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-17T20:36:30.354818] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:30.354891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:30.356603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:30.357137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:30.357520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:30.358506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:30.373903] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-17T20:36:30.373965] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-2.19% (Conf=67.6768%)
[2025-12-17T20:36:30.374116] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-17T20:36:30.374159] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-17T20:36:30.374829] [INFO ] [main      ] Progress: 381/430 forecasts completed (88.6%). SHEN finished in 0.6s. ETA: 8.3s. Rate: 352.26 forecasts/min
[2025-12-17T20:36:30.386598] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.387505] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-17T20:36:30.387569] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-17T20:36:30.387625] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-17T20:36:30.388430] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:30.388489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:30.390494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:30.394767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:30.410528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:30.673634] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.690136] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.733784] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.754459] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-17
[2025-12-17T20:36:30.842624] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.860380] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.901662] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.923741] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:30.936361] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-17T20:36:30.936427] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=41.621%)
[2025-12-17T20:36:30.936780] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-17T20:36:30.936832] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-17T20:36:30.937659] [INFO ] [main      ] Progress: 382/430 forecasts completed (88.8%). BYD finished in 0.6s. ETA: 8.2s. Rate: 350.14 forecasts/min
[2025-12-17T20:36:30.947415] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.948504] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-17T20:36:30.948556] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-17T20:36:30.948620] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-17T20:36:30.949482] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-17T20:36:30.949547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:30.954362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:30.955180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:30.956002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:30.956978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:30.958425] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-17T20:36:30.958492] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=45.1902%)
[2025-12-17T20:36:30.958664] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-17T20:36:30.958709] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-17T20:36:30.959918] [INFO ] [main      ] Progress: 383/430 forecasts completed (89.1%). TD finished in 0.7s. ETA: 8.0s. Rate: 350.94 forecasts/min
[2025-12-17T20:36:30.969371] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:30.970361] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-17T20:36:30.970410] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-17T20:36:30.970440] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-17T20:36:30.971273] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:30.971333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:30.976111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:30.977406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:30.992293] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-17T20:36:30.992357] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=3.06% (Conf=60.7351%)
[2025-12-17T20:36:30.992686] [INFO ] [main      ] Progress: 384/430 forecasts completed (89.3%). BEN finished in 0.7s. ETA: 7.8s. Rate: 351.68 forecasts/min
[2025-12-17T20:36:30.992807] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-17T20:36:30.992851] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-17T20:36:31.004883] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.005890] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-17T20:36:31.005943] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-17T20:36:31.005974] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-17T20:36:31.006225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:31.006790] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:31.006852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:31.007274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:31.007952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:31.009854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:31.010356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-17T20:36:31.011456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-17T20:36:31.011773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:31.012790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-17T20:36:31.013461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.014633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.099091] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-17T20:36:31.099160] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=56.081%)
[2025-12-17T20:36:31.099638] [INFO ] [main      ] Fetching symbol history for ARHS...
[2025-12-17T20:36:31.099626] [INFO ] [main      ] Progress: 385/430 forecasts completed (89.5%). MKL finished in 0.7s. ETA: 7.7s. Rate: 352.02 forecasts/min
[2025-12-17T20:36:31.099691] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2025-12-17T20:36:31.114655] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.115683] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2025-12-17T20:36:31.115737] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2025-12-17T20:36:31.115768] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2025-12-17T20:36:31.116545] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:31.116624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:31.118287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:31.118817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.310913] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-17
[2025-12-17T20:36:31.352243] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-17
[2025-12-17T20:36:31.355108] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-17
[2025-12-17T20:36:31.453744] [DEBUG] [MAG       ] ARHS: Last date is validated at 2025-12-17
[2025-12-17T20:36:31.490405] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:31.523033] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:31.525476] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:31.556769] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-17T20:36:31.556841] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=55.7434%)
[2025-12-17T20:36:31.557229] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-17T20:36:31.557281] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-17T20:36:31.557252] [INFO ] [main      ] Progress: 386/430 forecasts completed (89.8%). DTIL finished in 0.6s. ETA: 7.5s. Rate: 350.49 forecasts/min
[2025-12-17T20:36:31.567432] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.568519] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-17T20:36:31.568569] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-17T20:36:31.568627] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-17T20:36:31.569419] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:31.569480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:31.574341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:31.576207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:31.576701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:31.577442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:31.578187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.623485] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:31.627129] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-17T20:36:31.627199] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=70.1268%)
[2025-12-17T20:36:31.627366] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-17T20:36:31.627411] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-17T20:36:31.627863] [INFO ] [main      ] Progress: 387/430 forecasts completed (90.0%). BWIN finished in 0.7s. ETA: 7.3s. Rate: 351.03 forecasts/min
[2025-12-17T20:36:31.639125] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.640168] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-17T20:36:31.640225] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-17T20:36:31.640256] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-17T20:36:31.641130] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:31.641193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:31.652366] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-17T20:36:31.652802] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-6.02% (Conf=68.0828%)
[2025-12-17T20:36:31.653114] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-17T20:36:31.653164] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-17T20:36:31.654025] [INFO ] [main      ] Progress: 388/430 forecasts completed (90.2%). DASH finished in 0.7s. ETA: 7.2s. Rate: 351.79 forecasts/min
[2025-12-17T20:36:31.664599] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.665722] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-17T20:36:31.665773] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-17T20:36:31.665804] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-17T20:36:31.666595] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:31.666656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:31.668358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:31.668912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:31.669296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-17T20:36:31.675060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.693955] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2025-12-17T20:36:31.694021] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=54.1669%)
[2025-12-17T20:36:31.694177] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-17T20:36:31.694221] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-17T20:36:31.694930] [INFO ] [main      ] Progress: 389/430 forecasts completed (90.5%). ARHS finished in 0.6s. ETA: 7.0s. Rate: 352.48 forecasts/min
[2025-12-17T20:36:31.706645] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:31.707487] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-17T20:36:31.707543] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-17T20:36:31.707594] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-17T20:36:31.708350] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:31.708409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:31.713443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:31.714767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:31.717191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.757446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:31.936950] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.019436] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.056350] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.107193] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.111653] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.199926] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.203226] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-17T20:36:32.203295] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=52.1701%)
[2025-12-17T20:36:32.203471] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-17T20:36:32.203529] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-17T20:36:32.204770] [INFO ] [main      ] Progress: 390/430 forecasts completed (90.7%). SOCL finished in 0.6s. ETA: 6.8s. Rate: 350.69 forecasts/min
[2025-12-17T20:36:32.216957] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.218069] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-17T20:36:32.218123] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-17T20:36:32.218155] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-17T20:36:32.219046] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:32.219110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:32.220118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:32.221473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-17T20:36:32.222768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-17T20:36:32.225844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:32.226092] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.228511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:32.230227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.260207] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-17T20:36:32.260280] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=47.3624%)
[2025-12-17T20:36:32.260649] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-17T20:36:32.260703] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-17T20:36:32.260701] [INFO ] [main      ] Progress: 391/430 forecasts completed (90.9%). RES finished in 0.6s. ETA: 6.7s. Rate: 351.29 forecasts/min
[2025-12-17T20:36:32.273008] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.273955] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-17T20:36:32.274009] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-17T20:36:32.274041] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-17T20:36:32.274876] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:32.274938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:32.275836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:32.276952] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.299832] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-17T20:36:32.299931] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=4.56% (Conf=54.6429%)
[2025-12-17T20:36:32.300399] [INFO ] [main      ] Progress: 392/430 forecasts completed (91.2%). SAFE finished in 0.6s. ETA: 6.5s. Rate: 351.98 forecasts/min
[2025-12-17T20:36:32.300667] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-17T20:36:32.300734] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-17T20:36:32.313241] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.314188] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-17T20:36:32.314240] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-17T20:36:32.314273] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-17T20:36:32.315121] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:32.315182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:32.315761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.317298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:32.332093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.350889] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-17T20:36:32.350952] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=47.3983%)
[2025-12-17T20:36:32.351284] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-17T20:36:32.351333] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-17T20:36:32.352625] [INFO ] [main      ] Progress: 393/430 forecasts completed (91.4%). CWCO finished in 0.7s. ETA: 6.3s. Rate: 352.60 forecasts/min
[2025-12-17T20:36:32.362090] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.363042] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-17T20:36:32.363099] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-17T20:36:32.363130] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-17T20:36:32.363961] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:32.364023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:32.368712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:32.369531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:32.374483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.592088] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.660940] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.714891] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.735973] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-17
[2025-12-17T20:36:32.769437] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.835521] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-17T20:36:32.835609] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=55.8061%)
[2025-12-17T20:36:32.835944] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-17T20:36:32.835995] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-17T20:36:32.836657] [INFO ] [main      ] Progress: 394/430 forecasts completed (91.6%). QVCC finished in 0.6s. ETA: 6.2s. Rate: 350.96 forecasts/min
[2025-12-17T20:36:32.837340] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.846476] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.847370] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-17T20:36:32.847422] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-17T20:36:32.847454] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-17T20:36:32.848316] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:32.848380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:32.854414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:32.856518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:32.857105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:32.857497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:32.858268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.892034] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.903936] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:32.923654] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-17T20:36:32.923736] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=7.54% (Conf=63.9359%)
[2025-12-17T20:36:32.924107] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-17T20:36:32.924160] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-17T20:36:32.924647] [INFO ] [main      ] Progress: 395/430 forecasts completed (91.9%). HSAI finished in 0.7s. ETA: 6.0s. Rate: 351.39 forecasts/min
[2025-12-17T20:36:32.936933] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.937960] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-17T20:36:32.938016] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-17T20:36:32.938050] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-17T20:36:32.938926] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:32.938995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:32.944053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:32.946004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:32.946504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:32.946936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:32.947716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:32.964903] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-17T20:36:32.964970] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=44.2832%)
[2025-12-17T20:36:32.965430] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-17T20:36:32.965476] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-17T20:36:32.965345] [INFO ] [main      ] Progress: 396/430 forecasts completed (92.1%). DUKB finished in 0.7s. ETA: 5.8s. Rate: 352.07 forecasts/min
[2025-12-17T20:36:32.977109] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:32.977930] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-17T20:36:32.977982] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-17T20:36:32.978013] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-17T20:36:32.978799] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:32.978884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:32.980547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:32.981065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:32.981495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:32.981909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:32.982811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-17T20:36:32.983494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:32.987474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-17T20:36:32.989480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:32.992362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:36:32.994158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.020794] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-17T20:36:33.020863] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=56.4812%)
[2025-12-17T20:36:33.021189] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-17T20:36:33.021238] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-17T20:36:33.022158] [INFO ] [main      ] Progress: 397/430 forecasts completed (92.3%). EG finished in 0.7s. ETA: 5.6s. Rate: 352.66 forecasts/min
[2025-12-17T20:36:33.033091] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:33.034666] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-17T20:36:33.034734] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-17T20:36:33.034775] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-17T20:36:33.035685] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:33.035749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:33.040532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:33.042277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:33.042782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:33.163884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-17T20:36:33.167671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.222061] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.313680] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.340301] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.460029] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:33.478625] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:33.514022] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:33.517137] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.542709] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-17T20:36:33.542783] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=67.991%)
[2025-12-17T20:36:33.543279] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-17T20:36:33.543324] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-17T20:36:33.549166] [INFO ] [main      ] Progress: 398/430 forecasts completed (92.6%). XRX finished in 0.6s. ETA: 5.5s. Rate: 350.81 forecasts/min
[2025-12-17T20:36:33.559853] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:33.561136] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-17T20:36:33.561193] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-17T20:36:33.561225] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-17T20:36:33.561866] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-17T20:36:33.561945] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-13.26% (Conf=33.4887%)
[2025-12-17T20:36:33.562237] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:33.562303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:33.562369] [INFO ] [main      ] Progress: 399/430 forecasts completed (92.8%). STKH finished in 0.7s. ETA: 5.3s. Rate: 351.63 forecasts/min
[2025-12-17T20:36:33.562517] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-17T20:36:33.562560] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-17T20:36:33.567591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:33.568703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:33.569791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:33.570503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.574969] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:33.575885] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-17T20:36:33.575942] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-17T20:36:33.575974] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-17T20:36:33.576873] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:33.576935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:33.577730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.617433] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-17T20:36:33.617507] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=54.0423%)
[2025-12-17T20:36:33.617967] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-17T20:36:33.618020] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-17T20:36:33.618637] [INFO ] [main      ] Progress: 400/430 forecasts completed (93.0%). SUPN finished in 0.7s. ETA: 5.1s. Rate: 352.22 forecasts/min
[2025-12-17T20:36:33.629536] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:33.630662] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-17T20:36:33.630722] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-17T20:36:33.630753] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-17T20:36:33.631687] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:33.631752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:33.633432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:33.634023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:33.634438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:33.635340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.689176] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:33.808599] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-17T20:36:33.808667] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=50.7726%)
[2025-12-17T20:36:33.809069] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-17T20:36:33.809121] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-17T20:36:33.809633] [INFO ] [main      ] Progress: 401/430 forecasts completed (93.3%). DHI finished in 0.8s. ETA: 4.9s. Rate: 352.11 forecasts/min
[2025-12-17T20:36:33.819619] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:33.821416] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-17T20:36:33.821475] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-17T20:36:33.821506] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-17T20:36:33.822333] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:33.822392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:33.827217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:33.829306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:33.933278] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.937412] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-17
[2025-12-17T20:36:33.972833] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.116023] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.120411] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.139747] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.169285] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-17T20:36:34.169355] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=23.6865%)
[2025-12-17T20:36:34.169527] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-17T20:36:34.169589] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-17T20:36:34.171867] [INFO ] [main      ] Progress: 402/430 forecasts completed (93.5%). VGSH finished in 0.6s. ETA: 4.8s. Rate: 351.13 forecasts/min
[2025-12-17T20:36:34.179333] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.181102] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.182033] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-17T20:36:34.182084] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-17T20:36:34.182115] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-17T20:36:34.182916] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:34.182981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:34.184802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:34.185344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:34.185757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:34.199261] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-17T20:36:34.199332] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=46.2536%)
[2025-12-17T20:36:34.199716] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-17T20:36:34.199769] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-17T20:36:34.200672] [INFO ] [main      ] Progress: 403/430 forecasts completed (93.7%). ELVA finished in 0.6s. ETA: 4.6s. Rate: 351.85 forecasts/min
[2025-12-17T20:36:34.211626] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.212602] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-17T20:36:34.212660] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-17T20:36:34.212691] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-17T20:36:34.213476] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:34.213537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:34.213649] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-17T20:36:34.213729] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=52.0271%)
[2025-12-17T20:36:34.214231] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-17T20:36:34.214288] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-17T20:36:34.214654] [INFO ] [main      ] Progress: 404/430 forecasts completed (94.0%). ARVN finished in 0.7s. ETA: 4.4s. Rate: 352.65 forecasts/min
[2025-12-17T20:36:34.218363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:34.219244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:34.225894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-17T20:36:34.226787] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.227999] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-17T20:36:34.228063] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-17T20:36:34.228098] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-17T20:36:34.228992] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:34.229074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:34.229996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-17T20:36:34.230824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:34.231373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:34.231814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:34.232664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.271823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:34.272974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:34.277437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:34.278813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:34.279466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.301804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:34.342502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.349129] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.418911] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-17T20:36:34.418995] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-4.87% (Conf=52.2565%)
[2025-12-17T20:36:34.419390] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-17T20:36:34.419443] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-17T20:36:34.420683] [INFO ] [main      ] Progress: 405/430 forecasts completed (94.2%). SDA finished in 0.6s. ETA: 4.3s. Rate: 352.47 forecasts/min
[2025-12-17T20:36:34.430690] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.431727] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-17T20:36:34.431783] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-17T20:36:34.431815] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-17T20:36:34.432611] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:34.432675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:34.434427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:34.434988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:34.435381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-17T20:36:34.513068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:34.517609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:34.519745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:34.520777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.567566] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.624891] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.700096] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.734155] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.795518] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.805448] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-17T20:36:34.805515] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=54.0617%)
[2025-12-17T20:36:34.805898] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-17T20:36:34.805949] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-17T20:36:34.807659] [INFO ] [main      ] Progress: 406/430 forecasts completed (94.4%). PX finished in 0.6s. ETA: 4.1s. Rate: 351.37 forecasts/min
[2025-12-17T20:36:34.817119] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.818030] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-17T20:36:34.818080] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-17T20:36:34.818112] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-17T20:36:34.818935] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:34.818997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:34.819732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-17T20:36:34.820342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.863627] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-17T20:36:34.863698] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=38.3656%)
[2025-12-17T20:36:34.863639] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-17
[2025-12-17T20:36:34.864072] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-17T20:36:34.864124] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-17T20:36:34.865660] [INFO ] [main      ] Progress: 407/430 forecasts completed (94.7%). CXDO finished in 0.6s. ETA: 3.9s. Rate: 351.94 forecasts/min
[2025-12-17T20:36:34.875848] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.876779] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-17T20:36:34.876835] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-17T20:36:34.876868] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-17T20:36:34.877716] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:34.877777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:34.879467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:34.880021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:34.880119] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:34.880432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:34.882094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:34.882872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:34.884072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:34.884784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-17T20:36:34.885952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:34.944040] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-17T20:36:34.944110] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=51.4368%)
[2025-12-17T20:36:34.944478] [INFO ] [main      ] Progress: 408/430 forecasts completed (94.9%). ELME finished in 0.8s. ETA: 3.7s. Rate: 352.40 forecasts/min
[2025-12-17T20:36:34.944622] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-17T20:36:34.944686] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-17T20:36:34.955995] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:34.957181] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-17T20:36:34.957233] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-17T20:36:34.957273] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-17T20:36:34.958447] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:34.958508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:34.959349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:34.961538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:34.962826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.032158] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.094113] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-17T20:36:35.094185] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=59.7414%)
[2025-12-17T20:36:35.094538] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-17T20:36:35.094603] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-17T20:36:35.095659] [INFO ] [main      ] Progress: 409/430 forecasts completed (95.1%). SCM finished in 0.7s. ETA: 3.6s. Rate: 352.50 forecasts/min
[2025-12-17T20:36:35.105442] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.106211] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-17T20:36:35.106266] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-17T20:36:35.106297] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-17T20:36:35.107124] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:35.107183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:35.108842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:35.109376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:35.111816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-17T20:36:35.112638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:35.113275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.157179] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.227733] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.314638] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.323661] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.383585] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-17T20:36:35.383657] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=-3.20% (Conf=56.3068%)
[2025-12-17T20:36:35.384030] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-17T20:36:35.384081] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-17T20:36:35.384668] [INFO ] [main      ] Progress: 410/430 forecasts completed (95.3%). ASTL finished in 0.6s. ETA: 3.4s. Rate: 351.90 forecasts/min
[2025-12-17T20:36:35.395666] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.397277] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-17T20:36:35.397329] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-17T20:36:35.397361] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-17T20:36:35.397359] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.398169] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:35.398228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:35.403201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.450401] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.486911] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.489898] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-17T20:36:35.489965] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-6.23% (Conf=56.2885%)
[2025-12-17T20:36:35.490352] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-17T20:36:35.490403] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-17T20:36:35.491642] [INFO ] [main      ] Progress: 411/430 forecasts completed (95.6%). RARE finished in 0.6s. ETA: 3.2s. Rate: 352.22 forecasts/min
[2025-12-17T20:36:35.502505] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.503366] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-17T20:36:35.503419] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-17T20:36:35.503450] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-17T20:36:35.504252] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-17T20:36:35.504527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:35.509345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-17T20:36:35.510173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.623798] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.636202] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-17T20:36:35.636273] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=55.3794%)
[2025-12-17T20:36:35.636445] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-17T20:36:35.636491] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-17T20:36:35.637634] [INFO ] [main      ] Progress: 412/430 forecasts completed (95.8%). DRLL finished in 0.7s. ETA: 3.1s. Rate: 352.34 forecasts/min
[2025-12-17T20:36:35.649009] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.649802] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-17T20:36:35.649858] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-17T20:36:35.649892] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-17T20:36:35.650860] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:35.650941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:35.652911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:35.653505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:35.653932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:35.656648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-17T20:36:35.658488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.706311] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-17T20:36:35.706378] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=5.39% (Conf=61.8475%)
[2025-12-17T20:36:35.706750] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-17T20:36:35.706802] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-17T20:36:35.707668] [INFO ] [main      ] Progress: 413/430 forecasts completed (96.0%). ENVX finished in 0.6s. ETA: 2.9s. Rate: 352.85 forecasts/min
[2025-12-17T20:36:35.717687] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.718651] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-17T20:36:35.718706] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-17T20:36:35.718739] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-17T20:36:35.719596] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:35.719682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:35.722278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:35.722818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:35.723217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:35.724435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:35.725463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-17T20:36:35.730717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-17T20:36:35.732542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-17T20:36:35.735048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:35.741684] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.854394] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-17
[2025-12-17T20:36:35.916277] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:35.971224] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-17T20:36:35.971292] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=46.0566%)
[2025-12-17T20:36:35.971685] [INFO ] [main      ] Progress: 414/430 forecasts completed (96.3%). AVK finished in 0.6s. ETA: 2.7s. Rate: 352.38 forecasts/min
[2025-12-17T20:36:35.971809] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-17T20:36:35.971851] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-17T20:36:35.983068] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:35.984286] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-17T20:36:35.984345] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-17T20:36:35.984376] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-17T20:36:35.985182] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:35.985245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:35.989950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:35.991683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:35.992164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:35.992550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:36.023259] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.024127] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.031091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:36.032123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:36.077653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:36.079805] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.080401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.090222] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-17T20:36:36.090292] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=47.8626%)
[2025-12-17T20:36:36.090681] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-17T20:36:36.090733] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-17T20:36:36.091648] [INFO ] [main      ] Progress: 415/430 forecasts completed (96.5%). ALVO finished in 0.6s. ETA: 2.6s. Rate: 352.63 forecasts/min
[2025-12-17T20:36:36.102315] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:36.103428] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-17T20:36:36.103490] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-17T20:36:36.103522] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-17T20:36:36.104345] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-17T20:36:36.104406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:36.109665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:36.111923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-17T20:36:36.114529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.203555] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.248364] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.288165] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-17T20:36:36.288233] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=51.7312%)
[2025-12-17T20:36:36.288394] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-17T20:36:36.288436] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-17T20:36:36.289653] [INFO ] [main      ] Progress: 416/430 forecasts completed (96.7%). ARMK finished in 0.7s. ETA: 2.4s. Rate: 352.49 forecasts/min
[2025-12-17T20:36:36.299685] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:36.301402] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-17T20:36:36.301457] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-17T20:36:36.301488] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-17T20:36:36.302386] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-17T20:36:36.302453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:36.304191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:36.304778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:36.305211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:36.337015] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-17T20:36:36.337083] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-2.10% (Conf=67.3035%)
[2025-12-17T20:36:36.337424] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-17T20:36:36.337473] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-17T20:36:36.337623] [INFO ] [main      ] Progress: 417/430 forecasts completed (97.0%). ITRN finished in 0.6s. ETA: 2.2s. Rate: 353.10 forecasts/min
[2025-12-17T20:36:36.348561] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:36.349665] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-17T20:36:36.349723] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-17T20:36:36.349755] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-17T20:36:36.350657] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:36.350723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:36.352482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:36.353017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:36.415629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:36.416901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-17T20:36:36.417256] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.417601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-17T20:36:36.420378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-17T20:36:36.421952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.454228] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.472638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:36.473879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-17T20:36:36.474919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-17T20:36:36.493079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.599977] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.623916] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.663187] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-17T20:36:36.663254] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=42.3952%)
[2025-12-17T20:36:36.663586] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-17T20:36:36.663637] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-17T20:36:36.664536] [INFO ] [main      ] Progress: 418/430 forecasts completed (97.2%). RCS finished in 0.7s. ETA: 2.0s. Rate: 352.32 forecasts/min
[2025-12-17T20:36:36.675256] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:36.676221] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-17T20:36:36.676273] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-17T20:36:36.676305] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-17T20:36:36.677241] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:36.677302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:36.679010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:36.679526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:36.679938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-17T20:36:36.680874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-17T20:36:36.682064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.696708] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-17T20:36:36.696777] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=48.9021%)
[2025-12-17T20:36:36.697130] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-17T20:36:36.697179] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-17T20:36:36.697631] [INFO ] [main      ] Progress: 419/430 forecasts completed (97.4%). HERO finished in 0.6s. ETA: 1.9s. Rate: 353.00 forecasts/min
[2025-12-17T20:36:36.708450] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:36.709429] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-17T20:36:36.709478] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-17T20:36:36.709509] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-17T20:36:36.710308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-17T20:36:36.710367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:36.715063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:36.716833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:36.717292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:36.717690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:36.774032] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.828300] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-17
[2025-12-17T20:36:36.942323] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:36.996313] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.024602] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.047943] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-17T20:36:37.048016] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=66.1376%)
[2025-12-17T20:36:37.048172] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-17T20:36:37.048213] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-17T20:36:37.048973] [INFO ] [main      ] Progress: 420/430 forecasts completed (97.7%). FCX finished in 0.8s. ETA: 1.7s. Rate: 352.10 forecasts/min
[2025-12-17T20:36:37.059353] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.060252] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-17T20:36:37.060301] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-17T20:36:37.060332] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-17T20:36:37.061181] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-17T20:36:37.061241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:37.061596] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.066042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:37.067812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:37.068267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:37.068714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:37.071084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-17T20:36:37.071722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-17T20:36:37.073098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.089728] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-17T20:36:37.089795] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-2.87% (Conf=41.1081%)
[2025-12-17T20:36:37.090158] [INFO ] [main      ] Progress: 421/430 forecasts completed (97.9%). XOMA finished in 0.8s. ETA: 1.5s. Rate: 352.74 forecasts/min
[2025-12-17T20:36:37.090284] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-17T20:36:37.090326] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-17T20:36:37.101493] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.102507] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-17T20:36:37.102557] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-17T20:36:37.102613] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-17T20:36:37.103389] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:37.103448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-17T20:36:37.104470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.193836] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.235301] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.254564] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-17T20:36:37.254657] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=52.4915%)
[2025-12-17T20:36:37.255104] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-17T20:36:37.255154] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-17T20:36:37.255662] [INFO ] [main      ] Progress: 422/430 forecasts completed (98.1%). CZWI finished in 0.6s. ETA: 1.4s. Rate: 352.76 forecasts/min
[2025-12-17T20:36:37.267730] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.268795] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-17T20:36:37.268847] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-17T20:36:37.268902] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-17T20:36:37.269706] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:37.272768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:37.277481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-17T20:36:37.278292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-17T20:36:37.280562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-17T20:36:37.322697] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-17T20:36:37.322771] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=54.9336%)
[2025-12-17T20:36:37.323180] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-17T20:36:37.323231] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-17T20:36:37.323653] [INFO ] [main      ] Progress: 423/430 forecasts completed (98.4%). CTS finished in 0.6s. ETA: 1.2s. Rate: 353.26 forecasts/min
[2025-12-17T20:36:37.335889] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.336809] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-17T20:36:37.336874] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-17T20:36:37.336908] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-17T20:36:37.337741] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-17T20:36:37.337806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:37.342773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:37.344605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:37.345092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:37.345487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:37.347161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-17T20:36:37.349217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.388131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-17T20:36:37.390157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-17T20:36:37.408954] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.427931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-17T20:36:37.439825] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.475251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:37.477247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-17T20:36:37.477912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.575042] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.609509] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.637894] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-17T20:36:37.637962] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=58.6258%)
[2025-12-17T20:36:37.638305] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-17T20:36:37.638355] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-17T20:36:37.638651] [INFO ] [main      ] Progress: 424/430 forecasts completed (98.6%). STTK finished in 0.6s. ETA: 1.0s. Rate: 352.55 forecasts/min
[2025-12-17T20:36:37.650004] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.650790] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-17T20:36:37.650843] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-17T20:36:37.650874] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-17T20:36:37.651738] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-17T20:36:37.651796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-17T20:36:37.656506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:37.658318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:37.658799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:37.659293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:37.659691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.687208] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.760819] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-17T20:36:37.760895] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=16.14% (Conf=37.298%)
[2025-12-17T20:36:37.761074] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-17T20:36:37.761132] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-17T20:36:37.761843] [INFO ] [main      ] Progress: 425/430 forecasts completed (98.8%). PLRX finished in 0.7s. ETA: 0.9s. Rate: 352.78 forecasts/min
[2025-12-17T20:36:37.771900] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.772731] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-17T20:36:37.772787] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-17T20:36:37.772819] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-17T20:36:37.773616] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-17T20:36:37.773679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-17T20:36:37.775449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-17T20:36:37.775985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-17T20:36:37.776382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-17T20:36:37.778427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-17T20:36:37.778953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-17T20:36:37.780002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-17T20:36:37.781721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-17T20:36:37.782741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-17T20:36:37.783392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.815398] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-17
[2025-12-17T20:36:37.855262] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.933518] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-17T20:36:37.933616] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=51.3729%)
[2025-12-17T20:36:37.933786] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-17T20:36:37.933829] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-17T20:36:37.934250] [INFO ] [main      ] Progress: 426/430 forecasts completed (99.1%). RF finished in 0.6s. ETA: 0.7s. Rate: 352.77 forecasts/min
[2025-12-17T20:36:37.946710] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-17T20:36:37.947545] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-17T20:36:37.947614] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-17T20:36:37.947657] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-17T20:36:37.948427] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-17T20:36:37.948484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-17T20:36:37.949410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-17T20:36:37.983387] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:37.994590] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-17
[2025-12-17T20:36:38.076135] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-17T20:36:38.076204] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=55.5577%)
[2025-12-17T20:36:38.076657] [INFO ] [main      ] Progress: 427/430 forecasts completed (99.3%). FIBK finished in 0.8s. ETA: 0.5s. Rate: 352.90 forecasts/min
[2025-12-17T20:36:38.123595] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-17
[2025-12-17T20:36:38.160077] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:38.219444] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-17T20:36:38.219516] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=52.416%)
[2025-12-17T20:36:38.219837] [INFO ] [main      ] Progress: 428/430 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 353.03 forecasts/min
[2025-12-17T20:36:38.293178] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-17
[2025-12-17T20:36:38.298179] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:38.370630] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-17T20:36:38.370699] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=42.6694%)
[2025-12-17T20:36:38.371199] [INFO ] [main      ] Progress: 429/430 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 353.12 forecasts/min
[2025-12-17T20:36:38.464494] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-18
[2025-12-17T20:36:38.519717] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-17T20:36:38.519785] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=55.9223%)
[2025-12-17T20:36:38.520456] [INFO ] [main      ] Progress: 430/430 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 353.22 forecasts/min
[2025-12-17T20:36:38.548480] [INFO ] [main      ] Parallel forecast generation completed in 1m 13s. Processed 430 forecasts.
[2025-12-17T20:36:38.548672] [INFO ] [main      ] Generated and saved 430 forecast pairs.
[2025-12-17T20:36:39.218848] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (430/430 @ 100.00%)'
[2025-12-17T20:36:39.224143] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-17T20:36:39.224241] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-17T20:36:39.224523] [INFO ] [main      ] Found 23 forecast dates
[2025-12-17T20:36:39.224563] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-17T20:36:39.346134] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-17T20:36:39.349999] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-17T20:36:39.350114] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-17T20:36:39.453127] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-17T20:36:39.465391] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-17T20:36:39.465727] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-17T20:36:39.596754] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-17T20:36:39.598524] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-17T20:36:39.598644] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-17T20:36:39.692830] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-17T20:36:39.694453] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-17T20:36:39.694595] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-17T20:36:39.794667] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-17T20:36:39.815679] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-17T20:36:39.815854] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-17T20:36:39.929800] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-17T20:36:39.931701] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-17T20:36:39.931812] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-17T20:36:40.065040] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-17T20:36:40.067536] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-17T20:36:40.067670] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-17T20:36:40.176844] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-17T20:36:40.179961] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-17T20:36:40.180073] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-17T20:36:40.390923] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-17T20:36:40.394284] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-17T20:36:40.394446] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-17T20:36:40.582187] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-17T20:36:40.585144] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-17T20:36:40.585297] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-17T20:36:40.767482] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-17T20:36:40.770263] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-17T20:36:40.770416] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-17T20:36:40.969682] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-17T20:36:40.973041] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-17T20:36:40.973211] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-17T20:36:41.190809] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-17T20:36:41.194124] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-17T20:36:41.194291] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-17T20:36:41.419805] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-17T20:36:41.423108] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-17T20:36:41.423277] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-17T20:36:41.643875] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-17T20:36:41.647127] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-17T20:36:41.647314] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-17T20:36:41.865795] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-17T20:36:41.869370] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-17T20:36:41.869536] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-17T20:36:41.965389] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-17T20:36:41.966987] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-17T20:36:41.967085] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-17T20:36:42.070452] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-17T20:36:42.072549] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-17T20:36:42.072659] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-17T20:36:42.164339] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-17T20:36:42.165901] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-17T20:36:42.166001] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-17T20:36:42.259338] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-17T20:36:42.260930] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-17T20:36:42.261033] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-17T20:36:42.347368] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-17T20:36:42.348950] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-17T20:36:42.349039] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-17T20:36:42.436719] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-17T20:36:42.438271] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-17T20:36:42.438357] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-17T20:36:42.447960] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-17T20:36:42.448056] [INFO ] [main      ] Generated 23/23 forecast reports
[2025-12-17T20:36:42.448103] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-18.txt
[2025-12-17T20:36:43.300761] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-18'
[2025-12-17T20:36:43.300925] [INFO ] [main      ] Forecast report email sent for 2025-12-18
[2025-12-17T20:36:43.301005] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-17T20:36:43.301227] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-17T20:36:43.301415] [INFO ] [STATE     ] Last completion updated: 2025-12-17T20:36:43.301300