[2026-01-01T20:30:03.452391] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-01T20:30:03.624554] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-01T20:30:03.794018] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-01T20:30:03.962435] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-01T20:30:04.131994] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-01T20:30:04.132305] [WARN ] [STATE     ] State set to: WAITING
[2026-01-01T20:30:04.132382] [INFO ] [STATE     ] Checking service statuses...
[2026-01-01T20:30:04.138388] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:04.142308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:04.212040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:04.280215] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:04.347812] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:04.347925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:07.353015] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:07.356395] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:07.359835] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:07.364118] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:07.367753] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:07.367824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:10.373197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:10.377473] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:10.381317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:10.384709] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:10.388941] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:10.389068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:13.394119] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:13.397606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:13.401109] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:13.405200] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:13.408764] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:13.408838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:16.414638] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:16.418886] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:16.423171] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:16.426916] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:16.430678] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:16.430791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:19.436450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:19.440378] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:19.444429] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:19.448230] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:19.452125] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:19.452234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:22.457367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:22.461126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:22.464503] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:22.467960] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:22.471466] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:22.471549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:25.477804] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:25.482347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:25.486690] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:25.491019] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:25.495447] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:25.495534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:28.500783] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:28.504354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:28.507955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:28.511442] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:28.514689] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:28.514759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:31.519966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:31.523549] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:31.526812] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:31.530280] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:31.533471] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:31.533541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:34.538429] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:34.542314] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:34.547094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:34.555322] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:34.564787] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:34.564889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:37.571214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:37.576309] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:37.581279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:37.585833] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:37.590398] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:37.590533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:40.595567] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:40.599632] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:40.603490] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:40.607452] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:40.611229] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:40.611355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:43.616474] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:43.620025] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:43.623412] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:43.627541] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:43.631912] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:43.632024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:46.637709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:46.642220] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:46.646441] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:46.650251] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:46.653938] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:46.654019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:49.658487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:49.662243] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:49.665625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:49.668896] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:49.672181] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:49.672251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:52.676905] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:52.680265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:52.683471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:52.686721] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:52.690370] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:52.690465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:55.694248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:55.698109] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:55.701642] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:55.704956] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:55.708325] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:55.708407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:30:58.713266] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:30:58.716775] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:30:58.720538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:30:58.724421] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:30:58.728279] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:30:58.728422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:01.733902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:01.737608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:01.740949] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:01.744552] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:01.747991] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:01.748062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:04.755308] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:04.760208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:04.768088] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:04.772915] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:04.778307] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:04.778405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:07.785258] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:07.789477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:07.793316] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:07.797159] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:07.800625] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:07.800714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:10.805542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:10.809003] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:10.812504] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:10.816416] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:10.820320] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:10.820428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:13.825370] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:13.829159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:13.832678] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:13.836386] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:13.840153] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:13.840261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:16.845665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:16.849150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:16.852581] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:16.855878] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:16.859399] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:16.859483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:19.866899] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:19.872044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:19.876638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:19.881311] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:19.885871] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:19.885993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:22.890808] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:22.894280] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:22.897532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:22.900760] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:22.903952] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:22.904025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:25.908793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:25.913286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:25.917378] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:25.921518] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:25.925202] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:25.925295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:28.933428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:28.937274] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:28.940817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:28.944419] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:28.948339] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:28.948445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:31.952990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:31.956434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:31.959740] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:31.963147] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:31.969093] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:31.969244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:34.974057] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:34.978401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:35.001617] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:35.009327] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:35.091692] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:35.091811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:38.096480] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:38.100599] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:38.104233] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:38.108005] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:38.111677] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:38.111833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:41.116545] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:41.120558] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:41.124303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:41.127967] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:41.131777] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:41.131885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:44.137233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:44.141147] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:44.144942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:44.148627] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:44.152711] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:44.152822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:47.157969] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:47.161389] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:47.164611] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:47.167801] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:47.170987] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:47.171059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:50.177170] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:50.181972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:50.186707] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:50.191321] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:50.195867] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:50.195974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:53.201101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:53.204760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:53.208240] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:53.211687] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:53.215075] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:53.215170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:56.220119] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:56.223684] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:56.227009] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:56.230256] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:56.233538] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:56.233632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:31:59.238291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:31:59.242037] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:31:59.245526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:31:59.249041] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:31:59.252622] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:31:59.252703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:02.257812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:02.262099] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:02.266001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:02.270473] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:02.274590] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:02.274700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:05.280429] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:05.284898] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:05.289289] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:05.293083] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:05.297550] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:05.297721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:08.302984] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:08.306963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:08.310762] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:08.314275] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:08.317773] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:08.317876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:11.323674] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:11.327522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:11.330886] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:11.334511] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:11.338067] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:11.338156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:14.343326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:14.347401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:14.351235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:14.354695] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:14.358227] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:14.358313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:17.362983] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:17.366440] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:17.369796] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:17.373305] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:17.376645] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:17.376745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:20.381944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:20.385650] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:20.389185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:20.393104] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:20.396846] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:20.396925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:23.402052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:23.405655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:23.408946] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:23.412364] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:23.415633] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:23.415707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:26.422827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:26.428727] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:26.434714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:26.440553] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:26.446366] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:26.446518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:29.450913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:29.454385] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:29.457770] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:29.461145] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:29.464337] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:29.464410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:32.469106] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:32.472653] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:32.476016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:32.479481] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:32.482841] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:32.482917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:35.488120] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:35.492095] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:35.496634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:35.500997] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:35.505123] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:35.505193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:38.510349] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:38.514715] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:38.518176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:38.521719] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:38.525199] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:38.525279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:41.530181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:41.533904] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:41.537414] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:41.541510] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:41.545185] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:41.545263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:44.551512] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:44.555785] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:44.559287] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:44.562884] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:44.566488] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:44.566590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:47.571309] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:47.575047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:47.578611] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:47.582088] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:47.585500] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:47.585606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:50.590777] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:50.594459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:50.597828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:50.601147] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:50.604453] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:50.604534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:53.610227] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:53.613622] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:53.616933] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:53.620171] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:53.623366] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:53.623447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:56.629286] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:56.632823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:56.636179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:56.639550] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:56.642923] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:56.643012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:32:59.648199] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:32:59.652013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:32:59.655371] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:32:59.658998] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:32:59.662375] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:32:59.662474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:02.667356] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:02.670702] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:02.673951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:02.677199] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:02.680441] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:02.680513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:05.685264] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:05.689191] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:05.693755] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:05.701702] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:05.705857] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:05.705942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:08.711231] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:08.714634] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:08.718205] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:08.721827] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:08.725128] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:08.725201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:11.729954] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:11.733655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:11.737009] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:11.740345] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:11.743668] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:11.743748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:14.748617] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:14.752108] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:14.755729] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:14.759063] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:14.762327] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:14.762398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:17.767214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:17.770604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:17.773826] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:17.777114] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:17.780331] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:17.780402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:20.785819] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:20.790197] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:20.794658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:20.798899] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:20.803026] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:20.803129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:23.807632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:23.811327] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:23.814992] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:23.818560] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:23.823038] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:23.823245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:26.828532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:26.832123] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:26.835527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:26.838850] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:26.842187] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:26.842272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:29.847552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:29.850978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:29.854352] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:29.857663] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:29.860917] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:29.860990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:32.868196] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:32.872934] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:32.876997] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:32.881317] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:32.885375] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:32.885491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:35.891026] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:35.895308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:35.899896] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:35.904277] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:35.908729] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:35.908841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:38.913901] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:38.917529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:38.920966] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:38.924226] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:38.927449] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:38.927518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:41.933042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:41.937272] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:41.940986] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:41.944849] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:41.948300] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:41.948385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:44.953208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:44.956615] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:44.959865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:44.963083] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:44.966297] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:44.966369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:47.972215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:47.977026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:47.981945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:47.986659] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:47.991306] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:47.991428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:50.996107] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:50.999779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:51.003296] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:51.007043] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:51.011533] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:51.011652] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:54.016788] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:54.020606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:54.024094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:54.027474] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:54.030799] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:54.030877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:33:57.036161] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:33:57.039925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:33:57.043483] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:33:57.046858] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:33:57.050779] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:33:57.050854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:00.055659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:00.059228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:00.062719] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:00.066013] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:00.069354] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:00.069421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:03.073990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:03.077739] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:03.081507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:03.085289] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:03.089104] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:03.089200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:06.094488] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:06.098146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:06.165447] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:06.234977] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:06.311301] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:06.311409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:09.315693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:09.319275] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:09.322665] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:09.325922] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:09.329188] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:09.329260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:12.334653] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:12.338100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:12.345248] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:12.348687] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:12.351935] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:12.352005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:15.357731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:15.361605] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:15.365689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:15.369345] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:15.373373] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:15.373500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:18.379753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:18.385050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:18.389400] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:18.393889] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:18.398481] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:18.398602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:21.404455] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:21.408886] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:21.412255] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:21.415560] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:21.419480] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:21.419630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:24.424727] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:24.428627] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:24.433189] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:24.436780] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:24.440007] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:24.440078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:27.445367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:27.449628] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:27.453127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:27.456343] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:27.460041] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:27.460170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:30.465147] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:30.469054] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:30.473190] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:30.477210] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:30.480961] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:30.481055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:33.486766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:33.490422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:33.493883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:33.497147] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:33.500380] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:33.500454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:36.506080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:36.511524] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:36.518261] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:36.534013] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:36.540539] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:36.540728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:39.545743] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:39.550043] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:39.553926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:39.558093] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:39.561588] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:39.561659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:42.566706] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:42.570322] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:42.573974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:42.577523] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:42.580821] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:42.580889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:45.586148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:45.590251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:45.594167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:45.598087] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:45.601961] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:45.602059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:48.606898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:48.610527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:48.614083] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:48.617993] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:48.621840] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:48.621929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:51.627397] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:51.631250] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:51.634850] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:51.638120] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:51.642061] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:51.642189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:54.647978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:54.652455] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:54.656915] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:54.660486] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:54.663991] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:54.664070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:34:57.669401] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:34:57.674459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:34:57.679076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:34:57.682907] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:34:57.686919] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:34:57.686997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:35:00.696835] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:35:00.702938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:35:00.709654] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:35:00.715258] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:35:00.719536] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:35:00.719770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:35:03.725522] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:35:03.729782] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:35:03.735162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:35:03.740366] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:35:03.744855] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:35:03.744947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:35:06.750358] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:35:06.754145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:35:06.758847] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-01T20:35:06.763081] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:35:06.767619] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:35:06.767729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-01T20:35:09.774893] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-01T20:35:09.780201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:35:09.783983] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-01T20:35:09.787672] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2026-01-01T20:35:09.791088] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-01T20:35:09.794519] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-01T20:35:09.794821] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-01T20:35:09.794966] [INFO ] [MODE      ] Using multithreaded
[2026-01-01T20:35:09.795040] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-01T20:35:09.801671] [DEBUG] [REMOTE    ] Found 56 available forecast dates.
[2026-01-01T20:35:09.801976] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-02.txt'.
[2026-01-01T20:35:09.811847] [DEBUG] [REMOTE    ] Fetched 3534 signal forecasts for 2026-01-02.
[2026-01-01T20:35:09.846532] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-01T20:35:09.848717] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-01T20:35:09.848792] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-01T20:35:10.422361] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-01T20:35:10.435444] [INFO ] [MODE      ] Using multithreaded
[2026-01-01T20:35:10.435554] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-01T20:35:10.435672] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-01T20:35:10.445146] [DEBUG] [REMOTE    ] Found 56 available forecast dates.
[2026-01-01T20:35:10.445389] [INFO ] [main      ] Found available forecast date (2026-01-02).
[2026-01-01T20:35:10.445474] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-02.txt'.
[2026-01-01T20:35:10.453461] [DEBUG] [REMOTE    ] Fetched 3534 signal forecasts for 2026-01-02.
[2026-01-01T20:35:10.453699] [INFO ] [main      ] Fetched 3534 forecasts.
[2026-01-01T20:35:10.453989] [INFO ] [main      ] Found 409 high-confidence bullish forecasts (>= 90.0%).
[2026-01-01T20:35:10.454070] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 409 symbols
[2026-01-01T20:35:10.485452] [INFO ] [main      ] Fetching symbol history for PFL...
[2026-01-01T20:35:10.485832] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2026-01-01T20:35:10.485615] [INFO ] [main      ] Fetching symbol history for PCN...
[2026-01-01T20:35:10.485616] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-01T20:35:10.485997] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2026-01-01T20:35:10.486111] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-01T20:35:10.487848] [INFO ] [main      ] Fetching symbol history for GPRE...
[2026-01-01T20:35:10.488119] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2026-01-01T20:35:10.516807] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:10.516809] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:10.516848] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:10.517868] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2026-01-01T20:35:10.517944] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2026-01-01T20:35:10.517983] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2026-01-01T20:35:10.518645] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-01T20:35:10.518729] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-01T20:35:10.518774] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-01T20:35:10.518802] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2026-01-01T20:35:10.518873] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2026-01-01T20:35:10.518910] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2026-01-01T20:35:10.519515] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:10.520233] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:10.520320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:10.520738] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2026-01-01T20:35:10.520764] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2026-01-01T20:35:10.520812] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2026-01-01T20:35:10.520855] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2026-01-01T20:35:10.520864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:10.521344] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:10.521449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:10.523152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:10.523246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:10.523542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:10.524595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:10.525142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:10.527684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:10.528175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:10.529946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:10.530050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:10.530141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:10.531020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:10.530980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:10.531147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:10.532089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:10.534248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:10.534261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:10.535894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:10.537506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:10.538024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:10.539121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:10.540220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:10.541005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:10.541098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:10.542136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:10.542875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:10.544425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:10.547860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:10.894689] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-31
[2026-01-01T20:35:10.902281] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-31
[2026-01-01T20:35:10.915160] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-31
[2026-01-01T20:35:10.915432] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-31
[2026-01-01T20:35:11.061183] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.073864] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.092153] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.098009] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.138233] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-01T20:35:11.138321] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.35% (Conf=51.9643%)
[2026-01-01T20:35:11.138989] [INFO ] [main      ] Fetching symbol history for CCK...
[2026-01-01T20:35:11.139052] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2026-01-01T20:35:11.141777] [INFO ] [main      ] Progress: 1/409 forecasts completed (0.2%). DGRE finished in 0.7s. ETA: 4m 41s. Rate: 87.26 forecasts/min
[2026-01-01T20:35:11.144193] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2026-01-01T20:35:11.144284] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=56.2675%)
[2026-01-01T20:35:11.145072] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-01T20:35:11.145131] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-01T20:35:11.145693] [INFO ] [main      ] Progress: 2/409 forecasts completed (0.5%). PCN finished in 0.7s. ETA: 2m 21s. Rate: 173.52 forecasts/min
[2026-01-01T20:35:11.150114] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.150855] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2026-01-01T20:35:11.150908] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2026-01-01T20:35:11.150942] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2026-01-01T20:35:11.151816] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:11.151879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.156352] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.156841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:11.157385] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-01T20:35:11.157440] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-01T20:35:11.157472] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-01T20:35:11.158331] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:11.158393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.158740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:11.163503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:11.165457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:11.166019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:11.166452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:11.167216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:11.168177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.187168] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2026-01-01T20:35:11.187346] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-2.81% (Conf=72.8115%)
[2026-01-01T20:35:11.187759] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2026-01-01T20:35:11.187892] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2026-01-01T20:35:11.188229] [INFO ] [main      ] Progress: 3/409 forecasts completed (0.7%). GPRE finished in 0.7s. ETA: 1m 39s. Rate: 245.20 forecasts/min
[2026-01-01T20:35:11.188434] [INFO ] [main      ] Fetching symbol history for RRGB...
[2026-01-01T20:35:11.188491] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2026-01-01T20:35:11.188760] [INFO ] [main      ] Fetching symbol history for TS...
[2026-01-01T20:35:11.188825] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2026-01-01T20:35:11.189977] [INFO ] [main      ] Progress: 4/409 forecasts completed (1.0%). PFL finished in 0.7s. ETA: 1m 15s. Rate: 326.15 forecasts/min
[2026-01-01T20:35:11.199633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:11.201287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:11.201330] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.201662] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.202560] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2026-01-01T20:35:11.202643] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2026-01-01T20:35:11.202678] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2026-01-01T20:35:11.203376] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2026-01-01T20:35:11.203454] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2026-01-01T20:35:11.203499] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2026-01-01T20:35:11.203517] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:11.203600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.204313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.204420] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:11.204490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.208809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.209755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:11.212054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:11.213244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:11.213788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:11.215327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:11.216353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.515781] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-31
[2026-01-01T20:35:11.550261] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-31
[2026-01-01T20:35:11.567394] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-31
[2026-01-01T20:35:11.593154] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-31
[2026-01-01T20:35:11.679834] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.716720] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.740818] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.761997] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-01T20:35:11.762072] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-4.06% (Conf=47.8997%)
[2026-01-01T20:35:11.762501] [INFO ] [main      ] Fetching symbol history for CBNK...
[2026-01-01T20:35:11.762555] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2026-01-01T20:35:11.762714] [INFO ] [main      ] Progress: 5/409 forecasts completed (1.2%). PMAX finished in 0.6s. ETA: 1m 46s. Rate: 229.26 forecasts/min
[2026-01-01T20:35:11.773868] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.774818] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2026-01-01T20:35:11.774871] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2026-01-01T20:35:11.774903] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2026-01-01T20:35:11.775755] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:11.775816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.776683] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:11.780694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:11.797280] [INFO ] [LOCAL     ] TS: Saved forecast.
[2026-01-01T20:35:11.797361] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=63.9039%)
[2026-01-01T20:35:11.797849] [INFO ] [main      ] Progress: 6/409 forecasts completed (1.5%). TS finished in 0.6s. ETA: 1m 30s. Rate: 267.91 forecasts/min
[2026-01-01T20:35:11.798047] [INFO ] [main      ] Fetching symbol history for SOJC...
[2026-01-01T20:35:11.798094] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2026-01-01T20:35:11.808721] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.809682] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2026-01-01T20:35:11.809741] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2026-01-01T20:35:11.809773] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2026-01-01T20:35:11.810567] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:11.810646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.815417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:11.817258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:11.817756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:11.841239] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2026-01-01T20:35:11.841313] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=-0.52% (Conf=58.1949%)
[2026-01-01T20:35:11.841745] [INFO ] [main      ] Progress: 7/409 forecasts completed (1.7%). CCK finished in 0.7s. ETA: 1m 20s. Rate: 302.68 forecasts/min
[2026-01-01T20:35:11.841868] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-01T20:35:11.841910] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-01T20:35:11.851940] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2026-01-01T20:35:11.852068] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-6.28% (Conf=56.0096%)
[2026-01-01T20:35:11.852655] [INFO ] [main      ] Fetching symbol history for PAX...
[2026-01-01T20:35:11.852720] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2026-01-01T20:35:11.852756] [INFO ] [main      ] Progress: 8/409 forecasts completed (2.0%). RRGB finished in 0.7s. ETA: 1m 10s. Rate: 343.19 forecasts/min
[2026-01-01T20:35:11.852554] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.854305] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-01T20:35:11.854355] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-01T20:35:11.854388] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-01T20:35:11.855203] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:11.855278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.857678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.860310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:11.861648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:11.863518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:11.864145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:11.865510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:11.866369] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:11.867205] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2026-01-01T20:35:11.867258] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2026-01-01T20:35:11.867291] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2026-01-01T20:35:11.867511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:11.868218] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:11.868281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:11.870403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.873224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:11.873979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:11.876318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:11.891633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:11.936916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:11.937733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:12.193947] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.219002] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.227001] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.275170] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.360774] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:12.403464] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:12.411890] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:12.421825] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2026-01-01T20:35:12.421903] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=51.3622%)
[2026-01-01T20:35:12.422210] [INFO ] [main      ] Fetching symbol history for AN...
[2026-01-01T20:35:12.422259] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2026-01-01T20:35:12.423694] [INFO ] [main      ] Progress: 9/409 forecasts completed (2.2%). SOJC finished in 0.6s. ETA: 1m 28s. Rate: 274.17 forecasts/min
[2026-01-01T20:35:12.434629] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:12.435494] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2026-01-01T20:35:12.435551] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2026-01-01T20:35:12.435603] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2026-01-01T20:35:12.436405] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:12.436465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:12.437390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:12.438271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:12.439612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:12.441022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:12.442738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:12.444979] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:12.485979] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2026-01-01T20:35:12.486125] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=45.1008%)
[2026-01-01T20:35:12.486706] [INFO ] [main      ] Fetching symbol history for NKSH...
[2026-01-01T20:35:12.486764] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2026-01-01T20:35:12.487709] [INFO ] [main      ] Progress: 10/409 forecasts completed (2.4%). PAX finished in 0.6s. ETA: 1m 21s. Rate: 295.05 forecasts/min
[2026-01-01T20:35:12.500650] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:12.501569] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2026-01-01T20:35:12.501651] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2026-01-01T20:35:12.501729] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2026-01-01T20:35:12.502667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:12.502730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:12.503797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:12.504610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:12.507561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:12.523050] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2026-01-01T20:35:12.523131] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=42.2973%)
[2026-01-01T20:35:12.523341] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2026-01-01T20:35:12.523388] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2026-01-01T20:35:12.523395] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-01T20:35:12.523469] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.22% (Conf=40.3916%)
[2026-01-01T20:35:12.523685] [INFO ] [main      ] Fetching symbol history for DSX...
[2026-01-01T20:35:12.523730] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2026-01-01T20:35:12.524465] [INFO ] [main      ] Progress: 11/409 forecasts completed (2.7%). CBNK finished in 0.8s. ETA: 1m 15s. Rate: 318.79 forecasts/min
[2026-01-01T20:35:12.524719] [INFO ] [main      ] Progress: 12/409 forecasts completed (2.9%). PVL finished in 0.7s. ETA: 1m 9s. Rate: 347.72 forecasts/min
[2026-01-01T20:35:12.534712] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:12.536282] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2026-01-01T20:35:12.536333] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2026-01-01T20:35:12.536364] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2026-01-01T20:35:12.536852] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:12.537146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:12.537213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:12.537875] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2026-01-01T20:35:12.537932] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2026-01-01T20:35:12.537966] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2026-01-01T20:35:12.538779] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:12.538852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:12.538983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:12.539496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:12.540606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:12.540868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:12.541172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:12.541624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:12.542536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:12.793600] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.864610] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.901201] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.903449] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-31
[2026-01-01T20:35:12.966119] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.032237] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.077405] [INFO ] [LOCAL     ] AN: Saved forecast.
[2026-01-01T20:35:13.077477] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-2.93% (Conf=60.1305%)
[2026-01-01T20:35:13.077882] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-01T20:35:13.077933] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-01T20:35:13.078380] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.078668] [INFO ] [main      ] Progress: 13/409 forecasts completed (3.2%). AN finished in 0.7s. ETA: 1m 20s. Rate: 297.19 forecasts/min
[2026-01-01T20:35:13.081140] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.088691] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.089466] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-01T20:35:13.089523] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-01T20:35:13.090014] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-01T20:35:13.090871] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:13.090931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:13.097777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:13.099743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:13.100219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:13.100640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:13.109954] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2026-01-01T20:35:13.110030] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=55.2775%)
[2026-01-01T20:35:13.110612] [INFO ] [main      ] Fetching symbol history for PSCH...
[2026-01-01T20:35:13.110664] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2026-01-01T20:35:13.111737] [INFO ] [main      ] Progress: 14/409 forecasts completed (3.4%). NKSH finished in 0.6s. ETA: 1m 15s. Rate: 316.07 forecasts/min
[2026-01-01T20:35:13.128388] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.129436] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2026-01-01T20:35:13.129489] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2026-01-01T20:35:13.129520] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2026-01-01T20:35:13.130355] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:13.142425] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2026-01-01T20:35:13.142522] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=-2.02% (Conf=25.6488%)
[2026-01-01T20:35:13.143006] [INFO ] [main      ] Fetching symbol history for BFK...
[2026-01-01T20:35:13.143072] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2026-01-01T20:35:13.143671] [INFO ] [main      ] Progress: 15/409 forecasts completed (3.7%). DSX finished in 0.6s. ETA: 1m 11s. Rate: 334.63 forecasts/min
[2026-01-01T20:35:13.155297] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.156276] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2026-01-01T20:35:13.156336] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2026-01-01T20:35:13.156369] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2026-01-01T20:35:13.157272] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:13.157334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:13.158165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:13.159864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:13.160871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.175564] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2026-01-01T20:35:13.175660] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=54.8245%)
[2026-01-01T20:35:13.175907] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-01T20:35:13.175955] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-01T20:35:13.176918] [INFO ] [main      ] Progress: 16/409 forecasts completed (3.9%). RUSHB finished in 0.7s. ETA: 1m 7s. Rate: 352.58 forecasts/min
[2026-01-01T20:35:13.189532] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.190731] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-01T20:35:13.190782] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-01T20:35:13.190813] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-01T20:35:13.191804] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:13.191864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:13.192618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:13.193480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:13.195545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.221436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:13.224215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.475957] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-31
[2026-01-01T20:35:13.518796] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-31
[2026-01-01T20:35:13.540939] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-31
[2026-01-01T20:35:13.574093] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-31
[2026-01-01T20:35:13.645548] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.687834] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.706648] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.718237] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2026-01-01T20:35:13.718309] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.75% (Conf=64.8248%)
[2026-01-01T20:35:13.718748] [INFO ] [main      ] Fetching symbol history for MSA...
[2026-01-01T20:35:13.718806] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2026-01-01T20:35:13.719653] [INFO ] [main      ] Progress: 17/409 forecasts completed (4.2%). PSCH finished in 0.6s. ETA: 1m 15s. Rate: 312.35 forecasts/min
[2026-01-01T20:35:13.732812] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.733729] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2026-01-01T20:35:13.733783] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2026-01-01T20:35:13.733814] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2026-01-01T20:35:13.734621] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:13.734683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:13.736381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:13.736937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:13.741480] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2026-01-01T20:35:13.741552] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.14% (Conf=46.1078%)
[2026-01-01T20:35:13.742076] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-01T20:35:13.742129] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-01T20:35:13.742100] [INFO ] [main      ] Progress: 18/409 forecasts completed (4.4%). BFK finished in 0.6s. ETA: 1m 11s. Rate: 328.47 forecasts/min
[2026-01-01T20:35:13.742383] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:13.754375] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.755338] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-01T20:35:13.755397] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-01T20:35:13.755429] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-01T20:35:13.756257] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:13.756316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:13.757960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:13.758792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.813334] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-01T20:35:13.813414] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-2.78% (Conf=55.629%)
[2026-01-01T20:35:13.813867] [INFO ] [main      ] Fetching symbol history for ECPG...
[2026-01-01T20:35:13.813930] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2026-01-01T20:35:13.813913] [INFO ] [main      ] Progress: 19/409 forecasts completed (4.6%). BBLG finished in 0.7s. ETA: 1m 9s. Rate: 339.31 forecasts/min
[2026-01-01T20:35:13.825317] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.826132] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2026-01-01T20:35:13.826189] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2026-01-01T20:35:13.826231] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2026-01-01T20:35:13.827033] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:13.827095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:13.832063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:13.833813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:13.834278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:13.835054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:13.838043] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-01T20:35:13.838312] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-2.29% (Conf=72.4875%)
[2026-01-01T20:35:13.838506] [INFO ] [main      ] Fetching symbol history for BAM...
[2026-01-01T20:35:13.838558] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2026-01-01T20:35:13.839704] [INFO ] [main      ] Progress: 20/409 forecasts completed (4.9%). IBM finished in 0.7s. ETA: 1m 6s. Rate: 354.44 forecasts/min
[2026-01-01T20:35:13.850713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:13.852640] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:13.852939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:13.854071] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2026-01-01T20:35:13.854136] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2026-01-01T20:35:13.854176] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2026-01-01T20:35:13.854408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:13.855229] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:13.855314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:13.860528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:13.862451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:13.862950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:13.863714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:13.864522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:13.865391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:13.868334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:13.869125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:13.870358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.903217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:13.907478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:13.908886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:13.948986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:13.954204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:13.954952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:14.103760] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.212826] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.249887] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.271353] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:14.293528] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.355613] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-01T20:35:14.355693] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=46.663%)
[2026-01-01T20:35:14.356105] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2026-01-01T20:35:14.356158] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2026-01-01T20:35:14.356695] [INFO ] [main      ] Progress: 21/409 forecasts completed (5.1%). SO finished in 0.6s. ETA: 1m 12s. Rate: 322.87 forecasts/min
[2026-01-01T20:35:14.369476] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:14.370657] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2026-01-01T20:35:14.370718] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2026-01-01T20:35:14.370752] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2026-01-01T20:35:14.371668] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:14.371743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:14.376827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:14.378790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:14.379372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:14.379854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:14.380775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:14.381865] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:14.383893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:14.384774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:14.386606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:14.425222] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:14.463415] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:14.484744] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2026-01-01T20:35:14.484825] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=68.3196%)
[2026-01-01T20:35:14.484988] [INFO ] [main      ] Fetching symbol history for BFIN...
[2026-01-01T20:35:14.485057] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2026-01-01T20:35:14.485909] [INFO ] [main      ] Progress: 22/409 forecasts completed (5.4%). BAM finished in 0.6s. ETA: 1m 11s. Rate: 327.40 forecasts/min
[2026-01-01T20:35:14.498908] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:14.499759] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2026-01-01T20:35:14.499811] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2026-01-01T20:35:14.499842] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2026-01-01T20:35:14.500652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:14.500712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:14.502429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:14.502946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:14.503363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:14.520936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:14.522504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:14.542618] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2026-01-01T20:35:14.542692] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-1.37% (Conf=44.6423%)
[2026-01-01T20:35:14.543078] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-01T20:35:14.543131] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-01T20:35:14.543662] [INFO ] [main      ] Progress: 23/409 forecasts completed (5.6%). MSA finished in 0.8s. ETA: 1m 9s. Rate: 337.45 forecasts/min
[2026-01-01T20:35:14.555928] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:14.556775] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-01T20:35:14.556834] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-01T20:35:14.556867] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-01T20:35:14.557686] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-01T20:35:14.557754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:14.562725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:14.564801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:14.565517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:14.566002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:14.566672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:14.567454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:14.568444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:14.569726] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2026-01-01T20:35:14.569802] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=51.1049%)
[2026-01-01T20:35:14.570200] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-01T20:35:14.570252] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-01T20:35:14.571180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:14.571660] [INFO ] [main      ] Progress: 24/409 forecasts completed (5.9%). ECPG finished in 0.8s. ETA: 1m 6s. Rate: 349.72 forecasts/min
[2026-01-01T20:35:14.582178] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:14.583538] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-01T20:35:14.583606] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-01T20:35:14.583638] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-01T20:35:14.584406] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:14.584466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:14.586175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:14.586695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:14.587457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:14.589810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:14.591276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:14.685471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:14.687492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:14.727551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:14.728682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:14.735759] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.774042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:14.775060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:14.777772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:14.780652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:14.872364] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.917689] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:14.930356] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-31
[2026-01-01T20:35:14.989036] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2026-01-01T20:35:14.989121] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=57.6102%)
[2026-01-01T20:35:14.989547] [INFO ] [main      ] Fetching symbol history for AZN...
[2026-01-01T20:35:14.989618] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2026-01-01T20:35:14.989689] [INFO ] [main      ] Progress: 25/409 forecasts completed (6.1%). LBTYK finished in 0.6s. ETA: 1m 10s. Rate: 330.72 forecasts/min
[2026-01-01T20:35:15.001300] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.002286] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2026-01-01T20:35:15.002339] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2026-01-01T20:35:15.002383] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2026-01-01T20:35:15.003245] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:15.003309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.008249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:15.010167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:15.010682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:15.011084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:15.011855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:15.013448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:15.014206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.044772] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.096564] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.106644] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2026-01-01T20:35:15.106721] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-2.51% (Conf=51.7838%)
[2026-01-01T20:35:15.107130] [INFO ] [main      ] Progress: 26/409 forecasts completed (6.4%). BFIN finished in 0.6s. ETA: 1m 9s. Rate: 335.27 forecasts/min
[2026-01-01T20:35:15.107278] [INFO ] [main      ] Fetching symbol history for FCTE...
[2026-01-01T20:35:15.107336] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2026-01-01T20:35:15.118657] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.119457] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2026-01-01T20:35:15.119510] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2026-01-01T20:35:15.119543] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2026-01-01T20:35:15.120361] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:15.120423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.122518] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-31
[2026-01-01T20:35:15.125371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:15.127257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.239651] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-01T20:35:15.239731] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.90% (Conf=70.4097%)
[2026-01-01T20:35:15.240148] [INFO ] [main      ] Fetching symbol history for ONTO...
[2026-01-01T20:35:15.240203] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2026-01-01T20:35:15.241650] [INFO ] [main      ] Progress: 27/409 forecasts completed (6.6%). PTON finished in 0.7s. ETA: 1m 8s. Rate: 338.38 forecasts/min
[2026-01-01T20:35:15.252969] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.253829] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2026-01-01T20:35:15.253891] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2026-01-01T20:35:15.253927] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2026-01-01T20:35:15.254812] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:15.254871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.260422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.291437] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.364933] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-31
[2026-01-01T20:35:15.366929] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-01T20:35:15.367018] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2026-01-01T20:35:15.367472] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-01T20:35:15.367526] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-01T20:35:15.367497] [INFO ] [main      ] Progress: 28/409 forecasts completed (6.8%). BSMS finished in 0.8s. ETA: 1m 7s. Rate: 341.92 forecasts/min
[2026-01-01T20:35:15.382526] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.383454] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-01T20:35:15.383519] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-01T20:35:15.383567] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-01T20:35:15.384916] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:15.384994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:15.386964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:15.387609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:15.388030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:15.388916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:15.390163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:15.391408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.501849] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-31
[2026-01-01T20:35:15.540254] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.599131] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-31
[2026-01-01T20:35:15.637094] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2026-01-01T20:35:15.637167] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.56% (Conf=48.6001%)
[2026-01-01T20:35:15.637334] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-01T20:35:15.637401] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-01T20:35:15.638670] [INFO ] [main      ] Progress: 29/409 forecasts completed (7.1%). AZN finished in 0.6s. ETA: 1m 8s. Rate: 335.61 forecasts/min
[2026-01-01T20:35:15.650689] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.651733] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-01T20:35:15.651785] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-01T20:35:15.651815] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-01T20:35:15.652618] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:15.652679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.657618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:15.659617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:15.660105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:15.660541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:15.660952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:15.661828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:15.664538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.674390] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.735002] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-31
[2026-01-01T20:35:15.736860] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2026-01-01T20:35:15.736938] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=48.3171%)
[2026-01-01T20:35:15.737307] [INFO ] [main      ] Fetching symbol history for NAC...
[2026-01-01T20:35:15.737358] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2026-01-01T20:35:15.738229] [INFO ] [main      ] Progress: 30/409 forecasts completed (7.3%). FCTE finished in 0.6s. ETA: 1m 7s. Rate: 340.64 forecasts/min
[2026-01-01T20:35:15.749467] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.752183] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2026-01-01T20:35:15.752235] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2026-01-01T20:35:15.752266] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2026-01-01T20:35:15.753133] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:15.753195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.757963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:15.758791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:15.761225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:15.771710] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.799956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:15.802372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:15.803133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.908162] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:15.910042] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2026-01-01T20:35:15.910124] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=1.80% (Conf=55.0682%)
[2026-01-01T20:35:15.910503] [INFO ] [main      ] Fetching symbol history for EWTX...
[2026-01-01T20:35:15.910553] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2026-01-01T20:35:15.910694] [INFO ] [main      ] Progress: 31/409 forecasts completed (7.6%). ONTO finished in 0.7s. ETA: 1m 7s. Rate: 340.87 forecasts/min
[2026-01-01T20:35:15.922322] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.923388] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2026-01-01T20:35:15.923440] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2026-01-01T20:35:15.923471] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2026-01-01T20:35:15.924518] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:15.924599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:15.929726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:15.932206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:15.971921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:15.974501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:15.980114] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-01T20:35:15.980377] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-2.81% (Conf=56.5781%)
[2026-01-01T20:35:15.980804] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-01T20:35:15.980865] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-01T20:35:15.981686] [INFO ] [main      ] Progress: 32/409 forecasts completed (7.8%). NRDS finished in 0.6s. ETA: 1m 5s. Rate: 347.35 forecasts/min
[2026-01-01T20:35:15.996806] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:15.997852] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-01T20:35:15.997918] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-01T20:35:15.997951] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-01T20:35:15.998739] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:15.998797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:16.004688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:16.005692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.019998] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.143105] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.190979] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:16.263266] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-01T20:35:16.263340] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-1.21% (Conf=45.9051%)
[2026-01-01T20:35:16.263855] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-01T20:35:16.263928] [INFO ] [main      ] Progress: 33/409 forecasts completed (8.1%). VIRC finished in 0.6s. ETA: 1m 6s. Rate: 340.80 forecasts/min
[2026-01-01T20:35:16.263910] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-01T20:35:16.277697] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:16.278635] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-01T20:35:16.278688] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-01T20:35:16.278720] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-01T20:35:16.279511] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:16.279569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:16.281200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:16.282220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.308484] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:16.326269] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.347988] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.371284] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2026-01-01T20:35:16.371358] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=32.5736%)
[2026-01-01T20:35:16.371671] [INFO ] [main      ] Fetching symbol history for GMAB...
[2026-01-01T20:35:16.371722] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2026-01-01T20:35:16.372645] [INFO ] [main      ] Progress: 34/409 forecasts completed (8.3%). NAC finished in 0.6s. ETA: 1m 5s. Rate: 344.68 forecasts/min
[2026-01-01T20:35:16.383558] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:16.384384] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2026-01-01T20:35:16.384440] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2026-01-01T20:35:16.384846] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2026-01-01T20:35:16.385660] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:16.385722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:16.387396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:16.387912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:16.388297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:16.389072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:16.427233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:16.479441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:16.480345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.501942] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:16.531822] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:16.593809] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2026-01-01T20:35:16.593891] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=3.33% (Conf=57.7345%)
[2026-01-01T20:35:16.594835] [INFO ] [main      ] Fetching symbol history for QDEL...
[2026-01-01T20:35:16.594889] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2026-01-01T20:35:16.595681] [INFO ] [main      ] Progress: 35/409 forecasts completed (8.6%). EWTX finished in 0.7s. ETA: 1m 6s. Rate: 341.93 forecasts/min
[2026-01-01T20:35:16.608497] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:16.609462] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2026-01-01T20:35:16.609515] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2026-01-01T20:35:16.609547] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2026-01-01T20:35:16.610358] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:16.610418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:16.615185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:16.619225] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.647665] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-01T20:35:16.647739] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=46.5912%)
[2026-01-01T20:35:16.648803] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-01T20:35:16.648861] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-01T20:35:16.648840] [INFO ] [main      ] Progress: 36/409 forecasts completed (8.8%). TKO finished in 0.7s. ETA: 1m 4s. Rate: 348.68 forecasts/min
[2026-01-01T20:35:16.665874] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:16.666948] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-01T20:35:16.667010] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-01T20:35:16.667055] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-01T20:35:16.667954] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:16.668017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:16.669910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:16.670463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:16.670928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:16.690546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:16.693633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.790829] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:16.794644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.826911] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-31
[2026-01-01T20:35:16.855703] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-01T20:35:16.855777] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=63.1963%)
[2026-01-01T20:35:16.856147] [INFO ] [main      ] Fetching symbol history for INMD...
[2026-01-01T20:35:16.856283] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2026-01-01T20:35:16.857658] [INFO ] [main      ] Progress: 37/409 forecasts completed (9.0%). VNQI finished in 0.6s. ETA: 1m 4s. Rate: 346.68 forecasts/min
[2026-01-01T20:35:16.870799] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:16.871721] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2026-01-01T20:35:16.871780] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2026-01-01T20:35:16.871815] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2026-01-01T20:35:16.872646] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:16.872706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:16.873441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:16.874316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:16.992934] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.032123] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.071534] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2026-01-01T20:35:17.071622] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-2.36% (Conf=49.3876%)
[2026-01-01T20:35:17.072002] [INFO ] [main      ] Progress: 38/409 forecasts completed (9.3%). GMAB finished in 0.7s. ETA: 1m 5s. Rate: 344.52 forecasts/min
[2026-01-01T20:35:17.072127] [INFO ] [main      ] Fetching symbol history for ATLO...
[2026-01-01T20:35:17.072170] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2026-01-01T20:35:17.085473] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.086739] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2026-01-01T20:35:17.086801] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2026-01-01T20:35:17.086832] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2026-01-01T20:35:17.087653] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:17.087714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:17.092587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:17.094416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:17.094910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:17.095298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:17.096158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.168016] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.210110] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.222518] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.310415] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2026-01-01T20:35:17.310499] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=1.38% (Conf=57.2988%)
[2026-01-01T20:35:17.310901] [INFO ] [main      ] Progress: 39/409 forecasts completed (9.5%). QDEL finished in 0.7s. ETA: 1m 5s. Rate: 341.27 forecasts/min
[2026-01-01T20:35:17.311077] [INFO ] [main      ] Fetching symbol history for CIVB...
[2026-01-01T20:35:17.311126] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2026-01-01T20:35:17.324132] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.325220] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2026-01-01T20:35:17.325272] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2026-01-01T20:35:17.325303] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2026-01-01T20:35:17.326165] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:17.326229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:17.331246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:17.333127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:17.333631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:17.334032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:17.334905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:17.335528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:17.338183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:17.340914] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.341114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:17.343423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.398875] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.403276] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-01T20:35:17.403348] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=2.98% (Conf=56.7485%)
[2026-01-01T20:35:17.403754] [INFO ] [main      ] Fetching symbol history for OPRX...
[2026-01-01T20:35:17.403806] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2026-01-01T20:35:17.405094] [INFO ] [main      ] Progress: 40/409 forecasts completed (9.8%). IEP finished in 0.8s. ETA: 1m 4s. Rate: 345.28 forecasts/min
[2026-01-01T20:35:17.416709] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.417995] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2026-01-01T20:35:17.418049] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2026-01-01T20:35:17.418081] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2026-01-01T20:35:17.418892] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:17.418966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:17.420679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:17.421202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:17.422138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:17.423320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:17.424044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.443729] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.472321] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2026-01-01T20:35:17.472402] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-3.33% (Conf=59.1717%)
[2026-01-01T20:35:17.472827] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-01T20:35:17.472883] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-01T20:35:17.474678] [INFO ] [main      ] Progress: 41/409 forecasts completed (10.0%). INMD finished in 0.6s. ETA: 1m 3s. Rate: 350.40 forecasts/min
[2026-01-01T20:35:17.488749] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.489952] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-01T20:35:17.490012] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-01T20:35:17.490045] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-01T20:35:17.491012] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:17.491078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:17.492964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:17.493517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:17.494011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:17.494832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:17.535845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:17.539099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.610975] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.674585] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2026-01-01T20:35:17.674663] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-1.24% (Conf=41.6922%)
[2026-01-01T20:35:17.675022] [INFO ] [main      ] Fetching symbol history for ULCC...
[2026-01-01T20:35:17.675073] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2026-01-01T20:35:17.675723] [INFO ] [main      ] Progress: 42/409 forecasts completed (10.3%). ATLO finished in 0.6s. ETA: 1m 3s. Rate: 348.95 forecasts/min
[2026-01-01T20:35:17.689282] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.690606] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2026-01-01T20:35:17.690658] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2026-01-01T20:35:17.690689] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2026-01-01T20:35:17.691465] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:17.691523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:17.692518] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.696457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.770240] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-31
[2026-01-01T20:35:17.862943] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.948001] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2026-01-01T20:35:17.948083] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-3.67% (Conf=62.1456%)
[2026-01-01T20:35:17.948525] [INFO ] [main      ] Fetching symbol history for FTHY...
[2026-01-01T20:35:17.948598] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2026-01-01T20:35:17.948854] [INFO ] [main      ] Progress: 43/409 forecasts completed (10.5%). CIVB finished in 0.6s. ETA: 1m 4s. Rate: 344.24 forecasts/min
[2026-01-01T20:35:17.953767] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:17.963268] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:17.964489] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2026-01-01T20:35:17.964544] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2026-01-01T20:35:17.964602] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2026-01-01T20:35:17.965623] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:17.965701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:17.967755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:17.968296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:17.968711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:17.974062] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.032757] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2026-01-01T20:35:18.032834] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=48.1179%)
[2026-01-01T20:35:18.033239] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-01T20:35:18.033292] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-01T20:35:18.033781] [INFO ] [main      ] Progress: 44/409 forecasts completed (10.8%). OPRX finished in 0.6s. ETA: 1m 3s. Rate: 348.30 forecasts/min
[2026-01-01T20:35:18.047629] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:18.048842] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-01T20:35:18.048903] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-01T20:35:18.048936] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-01T20:35:18.049838] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:18.049901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:18.050821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:18.051873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:18.052887] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.053222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:18.054010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:18.054794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:18.177916] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:18.280539] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-01T20:35:18.280660] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=70.8363%)
[2026-01-01T20:35:18.281169] [INFO ] [main      ] Fetching symbol history for KMDA...
[2026-01-01T20:35:18.281245] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2026-01-01T20:35:18.282484] [INFO ] [main      ] Progress: 45/409 forecasts completed (11.0%). ARLP finished in 0.8s. ETA: 1m 3s. Rate: 344.90 forecasts/min
[2026-01-01T20:35:18.283019] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:18.300497] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:18.301652] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2026-01-01T20:35:18.301724] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2026-01-01T20:35:18.301772] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2026-01-01T20:35:18.302960] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:18.303047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:18.305696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:18.306472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:18.307073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:18.355652] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2026-01-01T20:35:18.355730] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=50.5037%)
[2026-01-01T20:35:18.356142] [INFO ] [main      ] Fetching symbol history for ASTH...
[2026-01-01T20:35:18.356198] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2026-01-01T20:35:18.356751] [INFO ] [main      ] Progress: 46/409 forecasts completed (11.2%). ULCC finished in 0.7s. ETA: 1m 2s. Rate: 349.25 forecasts/min
[2026-01-01T20:35:18.371763] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:18.373002] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2026-01-01T20:35:18.373083] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2026-01-01T20:35:18.373120] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2026-01-01T20:35:18.374020] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.374246] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:18.374317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:18.379975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:18.383064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:18.454854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:18.456079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:18.549794] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.565002] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:18.626114] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2026-01-01T20:35:18.626227] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=48.1242%)
[2026-01-01T20:35:18.626858] [INFO ] [main      ] Fetching symbol history for AI...
[2026-01-01T20:35:18.626923] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2026-01-01T20:35:18.627688] [INFO ] [main      ] Progress: 47/409 forecasts completed (11.5%). FTHY finished in 0.7s. ETA: 1m 3s. Rate: 345.02 forecasts/min
[2026-01-01T20:35:18.642537] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:18.643865] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2026-01-01T20:35:18.643926] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2026-01-01T20:35:18.643958] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2026-01-01T20:35:18.644939] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:18.645002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:18.651108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:18.652397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:18.766859] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:18.863973] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.904393] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-01T20:35:18.904468] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=52.9908%)
[2026-01-01T20:35:18.904893] [INFO ] [main      ] Fetching symbol history for HSIC...
[2026-01-01T20:35:18.904947] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2026-01-01T20:35:18.905726] [INFO ] [main      ] Progress: 48/409 forecasts completed (11.7%). AMG finished in 0.9s. ETA: 1m 4s. Rate: 340.76 forecasts/min
[2026-01-01T20:35:18.920344] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:18.921339] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2026-01-01T20:35:18.921397] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2026-01-01T20:35:18.921429] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2026-01-01T20:35:18.922289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:18.922349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:18.927340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:18.930139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:18.952800] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-31
[2026-01-01T20:35:18.970278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:18.971651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.036663] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-31
[2026-01-01T20:35:19.101587] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.176570] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.205810] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2026-01-01T20:35:19.205896] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=41.6813%)
[2026-01-01T20:35:19.206385] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-01T20:35:19.206445] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-01T20:35:19.206445] [INFO ] [main      ] Progress: 49/409 forecasts completed (12.0%). ASTH finished in 0.8s. ETA: 1m 4s. Rate: 335.91 forecasts/min
[2026-01-01T20:35:19.221511] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.222693] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-01T20:35:19.222753] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-01T20:35:19.222800] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-01T20:35:19.224059] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:19.224136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:19.226161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:19.226801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:19.227270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:19.228702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:19.231693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:19.233632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.236940] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.243025] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2026-01-01T20:35:19.243106] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=64.7246%)
[2026-01-01T20:35:19.243470] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-01T20:35:19.243523] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-01T20:35:19.244385] [INFO ] [main      ] Progress: 50/409 forecasts completed (12.2%). KMDA finished in 1.0s. ETA: 1m 3s. Rate: 341.29 forecasts/min
[2026-01-01T20:35:19.259933] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.260887] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-01T20:35:19.260948] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-01T20:35:19.260980] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-01T20:35:19.261894] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:19.326036] [INFO ] [LOCAL     ] AI: Saved forecast.
[2026-01-01T20:35:19.326110] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-6.38% (Conf=46.2614%)
[2026-01-01T20:35:19.326492] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-01T20:35:19.326544] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-01T20:35:19.326709] [INFO ] [main      ] Progress: 51/409 forecasts completed (12.5%). AI finished in 0.7s. ETA: 1m 2s. Rate: 344.88 forecasts/min
[2026-01-01T20:35:19.334503] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-31
[2026-01-01T20:35:19.340866] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.341937] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-01T20:35:19.341993] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-01T20:35:19.342025] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-01T20:35:19.342963] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:19.343030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:19.344037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.507407] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.579992] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-31
[2026-01-01T20:35:19.614136] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-31
[2026-01-01T20:35:19.614420] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2026-01-01T20:35:19.614499] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=53.8517%)
[2026-01-01T20:35:19.614994] [INFO ] [main      ] Fetching symbol history for EVGO...
[2026-01-01T20:35:19.615049] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2026-01-01T20:35:19.615664] [INFO ] [main      ] Progress: 52/409 forecasts completed (12.7%). HSIC finished in 0.7s. ETA: 1m 3s. Rate: 340.55 forecasts/min
[2026-01-01T20:35:19.629892] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.631052] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2026-01-01T20:35:19.631114] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2026-01-01T20:35:19.631146] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2026-01-01T20:35:19.632098] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:19.632165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:19.637597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:19.639886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:19.640618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:19.641035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:19.646638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:19.648836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:19.649636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.720443] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-31
[2026-01-01T20:35:19.763397] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.786741] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.820882] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-01T20:35:19.820952] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=48.6561%)
[2026-01-01T20:35:19.821378] [INFO ] [main      ] Fetching symbol history for BKD...
[2026-01-01T20:35:19.821430] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2026-01-01T20:35:19.821420] [INFO ] [main      ] Progress: 53/409 forecasts completed (13.0%). MYN finished in 0.6s. ETA: 1m 3s. Rate: 339.48 forecasts/min
[2026-01-01T20:35:19.836362] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.837457] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2026-01-01T20:35:19.837509] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2026-01-01T20:35:19.837540] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2026-01-01T20:35:19.838334] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:19.838397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:19.839391] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-01T20:35:19.839461] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-1.29% (Conf=44.6694%)
[2026-01-01T20:35:19.839687] [INFO ] [main      ] Fetching symbol history for GPRK...
[2026-01-01T20:35:19.839735] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2026-01-01T20:35:19.840728] [INFO ] [main      ] Progress: 54/409 forecasts completed (13.2%). IZEA finished in 0.6s. ETA: 1m 2s. Rate: 345.17 forecasts/min
[2026-01-01T20:35:19.843252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:19.845056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:19.845534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:19.845998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:19.846389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:19.847278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:19.848906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:19.853115] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.854001] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2026-01-01T20:35:19.854054] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2026-01-01T20:35:19.854119] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2026-01-01T20:35:19.854938] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:19.854996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:19.855739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.887061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:19.888297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:19.898624] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:19.972990] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-01T20:35:19.973110] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-0.18% (Conf=54.8975%)
[2026-01-01T20:35:19.973528] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-01T20:35:19.973601] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-01T20:35:19.973671] [INFO ] [main      ] Progress: 55/409 forecasts completed (13.4%). BLX finished in 0.6s. ETA: 1m 1s. Rate: 346.66 forecasts/min
[2026-01-01T20:35:19.988393] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:19.989385] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-01T20:35:19.989442] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-01T20:35:19.989473] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-01T20:35:19.990274] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:19.990336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:19.991226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:19.993666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:19.995332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:19.998127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:19.998779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:20.004383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.009060] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.177009] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:20.199435] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.231737] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.243864] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2026-01-01T20:35:20.243938] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-1.69% (Conf=58.5049%)
[2026-01-01T20:35:20.244339] [INFO ] [main      ] Fetching symbol history for AMRX...
[2026-01-01T20:35:20.244393] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2026-01-01T20:35:20.244690] [INFO ] [main      ] Progress: 56/409 forecasts completed (13.7%). EVGO finished in 0.6s. ETA: 1m 2s. Rate: 343.19 forecasts/min
[2026-01-01T20:35:20.257369] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:20.258313] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2026-01-01T20:35:20.258371] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2026-01-01T20:35:20.258405] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2026-01-01T20:35:20.259254] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:20.259317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:20.261096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:20.261648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:20.302384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:20.303436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:20.304738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:20.306768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.340272] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.368895] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:20.396409] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:20.428198] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2026-01-01T20:35:20.428290] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=39.8611%)
[2026-01-01T20:35:20.428744] [INFO ] [main      ] Fetching symbol history for KRG...
[2026-01-01T20:35:20.428801] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2026-01-01T20:35:20.429635] [INFO ] [main      ] Progress: 57/409 forecasts completed (13.9%). GPRK finished in 0.6s. ETA: 1m 2s. Rate: 342.84 forecasts/min
[2026-01-01T20:35:20.440697] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:20.441654] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2026-01-01T20:35:20.441707] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2026-01-01T20:35:20.441740] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2026-01-01T20:35:20.442529] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:20.442618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:20.445037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:20.446813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:20.462397] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2026-01-01T20:35:20.462473] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.64% (Conf=45.348%)
[2026-01-01T20:35:20.462856] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-01T20:35:20.462907] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-01T20:35:20.464656] [INFO ] [main      ] Progress: 58/409 forecasts completed (14.2%). BKD finished in 0.6s. ETA: 1m 1s. Rate: 347.63 forecasts/min
[2026-01-01T20:35:20.475588] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:20.476504] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-01T20:35:20.476562] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-01T20:35:20.476613] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-01T20:35:20.477380] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:20.477441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:20.478194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:20.506115] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:20.524668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:20.526849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:20.527625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:20.528277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:20.530148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:20.530650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:20.531777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:20.533795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.553420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:20.555353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:20.556477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:20.562262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.599938] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-01T20:35:20.600018] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=64.9657%)
[2026-01-01T20:35:20.600281] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-01T20:35:20.600330] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-01T20:35:20.601659] [INFO ] [main      ] Progress: 59/409 forecasts completed (14.4%). ANDE finished in 0.6s. ETA: 1m 0s. Rate: 348.85 forecasts/min
[2026-01-01T20:35:20.612051] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:20.612889] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-01T20:35:20.612941] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-01T20:35:20.612972] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-01T20:35:20.613785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:20.613845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:20.618739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:20.620559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:20.621088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:20.621848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:20.622837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:20.625185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.648848] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.821961] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:20.875696] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.889139] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2026-01-01T20:35:20.889214] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=52.9259%)
[2026-01-01T20:35:20.889634] [INFO ] [main      ] Progress: 60/409 forecasts completed (14.7%). AMRX finished in 0.6s. ETA: 1m 1s. Rate: 344.98 forecasts/min
[2026-01-01T20:35:20.889779] [INFO ] [main      ] Fetching symbol history for FG...
[2026-01-01T20:35:20.889825] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2026-01-01T20:35:20.904428] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:20.906708] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2026-01-01T20:35:20.906833] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2026-01-01T20:35:20.906868] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2026-01-01T20:35:20.908012] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:20.908078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:20.909892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:20.910441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:20.912179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:20.928014] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-31
[2026-01-01T20:35:20.968173] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.042499] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.105401] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.119199] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2026-01-01T20:35:21.119272] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=66.0151%)
[2026-01-01T20:35:21.119700] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-01T20:35:21.119752] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-01T20:35:21.121063] [INFO ] [main      ] Progress: 61/409 forecasts completed (14.9%). KRG finished in 0.7s. ETA: 1m 1s. Rate: 343.12 forecasts/min
[2026-01-01T20:35:21.131485] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.132394] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-01T20:35:21.132445] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-01T20:35:21.132476] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-01T20:35:21.133299] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:21.133360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.135621] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.138195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:21.139057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:21.139683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:21.141375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.199791] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-01T20:35:21.199867] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=2.46% (Conf=58.0805%)
[2026-01-01T20:35:21.200316] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-01T20:35:21.200372] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-01T20:35:21.201233] [INFO ] [main      ] Progress: 62/409 forecasts completed (15.2%). KNTK finished in 0.7s. ETA: 1m 0s. Rate: 346.14 forecasts/min
[2026-01-01T20:35:21.212606] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.213569] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-01T20:35:21.213647] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-01T20:35:21.213680] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-01T20:35:21.214495] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:21.214560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.215241] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-01T20:35:21.215314] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.81% (Conf=63.2%)
[2026-01-01T20:35:21.215731] [INFO ] [main      ] Fetching symbol history for BHRB...
[2026-01-01T20:35:21.215785] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2026-01-01T20:35:21.217028] [INFO ] [main      ] Progress: 63/409 forecasts completed (15.4%). ERO finished in 0.6s. ETA: 59.1s. Rate: 351.21 forecasts/min
[2026-01-01T20:35:21.220375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.222663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:21.223260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:21.224421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:21.227410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:21.227500] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.228484] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2026-01-01T20:35:21.228535] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2026-01-01T20:35:21.228566] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2026-01-01T20:35:21.229451] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:21.229514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.230153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:21.231244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:21.231817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:21.232229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:21.232767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.233146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:21.253025] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.309395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.418613] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.481777] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.504372] [INFO ] [LOCAL     ] FG: Saved forecast.
[2026-01-01T20:35:21.504443] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-0.42% (Conf=52.9485%)
[2026-01-01T20:35:21.504929] [INFO ] [main      ] Fetching symbol history for PDYN...
[2026-01-01T20:35:21.504981] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2026-01-01T20:35:21.505662] [INFO ] [main      ] Progress: 64/409 forecasts completed (15.6%). FG finished in 0.6s. ETA: 59.6s. Rate: 347.46 forecasts/min
[2026-01-01T20:35:21.517533] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.518488] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2026-01-01T20:35:21.518549] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2026-01-01T20:35:21.518603] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2026-01-01T20:35:21.519433] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:21.519493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.524291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.526066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:21.526538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:21.564983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:21.567302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.604623] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.650184] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.658412] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.767988] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-01T20:35:21.768065] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=52.5969%)
[2026-01-01T20:35:21.768500] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-01T20:35:21.768556] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-01T20:35:21.768676] [INFO ] [main      ] Progress: 65/409 forecasts completed (15.9%). BELFB finished in 0.6s. ETA: 59.9s. Rate: 344.69 forecasts/min
[2026-01-01T20:35:21.769934] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.784268] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.785340] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-01T20:35:21.785391] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-01T20:35:21.785423] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-01T20:35:21.786229] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-01T20:35:21.786304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.791598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.793654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:21.794154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:21.794818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:21.795220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:21.796178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:21.797206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:21.800229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:21.821844] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:21.848275] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-01T20:35:21.848357] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-1.11% (Conf=74.5298%)
[2026-01-01T20:35:21.848732] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-01T20:35:21.848785] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-01T20:35:21.849675] [INFO ] [main      ] Progress: 66/409 forecasts completed (16.1%). NAVI finished in 0.6s. ETA: 59.2s. Rate: 347.50 forecasts/min
[2026-01-01T20:35:21.860786] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.863488] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-01T20:35:21.863542] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-01T20:35:21.863592] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-01T20:35:21.864375] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:21.864437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.869226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:21.871676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:21.872907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.874697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:21.875202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:21.876346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:21.878428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.910678] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2026-01-01T20:35:21.910769] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=52.0623%)
[2026-01-01T20:35:21.911235] [INFO ] [main      ] Fetching symbol history for IMNN...
[2026-01-01T20:35:21.911301] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2026-01-01T20:35:21.911244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:21.911658] [INFO ] [main      ] Progress: 67/409 forecasts completed (16.4%). BHRB finished in 0.7s. ETA: 58.5s. Rate: 350.86 forecasts/min
[2026-01-01T20:35:21.913251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:21.919561] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-31
[2026-01-01T20:35:21.922847] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:21.923765] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2026-01-01T20:35:21.923820] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2026-01-01T20:35:21.923853] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2026-01-01T20:35:21.924652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:21.924715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:21.929637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:21.931439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:21.931947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:21.932713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:21.934463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:21.952089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:21.953277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:21.995426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:21.996437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:21.997694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:22.072914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:22.073813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:22.075658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:22.078450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:22.079661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:22.081639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:22.082373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:22.086717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:22.087930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:22.089364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:22.087748] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:22.090903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:22.093788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:22.094432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:22.095137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:22.176721] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2026-01-01T20:35:22.176791] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-5.65% (Conf=48.4002%)
[2026-01-01T20:35:22.177188] [INFO ] [main      ] Fetching symbol history for SCSC...
[2026-01-01T20:35:22.177279] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2026-01-01T20:35:22.177237] [INFO ] [main      ] Progress: 68/409 forecasts completed (16.6%). PDYN finished in 0.7s. ETA: 58.8s. Rate: 348.03 forecasts/min
[2026-01-01T20:35:22.188534] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:22.189653] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2026-01-01T20:35:22.189714] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2026-01-01T20:35:22.189748] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2026-01-01T20:35:22.190536] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:22.190615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:22.195905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:22.196776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:22.313431] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-31
[2026-01-01T20:35:22.366882] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-31
[2026-01-01T20:35:22.483548] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:22.539674] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:22.571919] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-31
[2026-01-01T20:35:22.604600] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-01T20:35:22.604667] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2026-01-01T20:35:22.605067] [INFO ] [main      ] Progress: 69/409 forecasts completed (16.9%). EDF finished in 0.8s. ETA: 59.9s. Rate: 340.71 forecasts/min
[2026-01-01T20:35:22.605201] [INFO ] [main      ] Fetching symbol history for GEL...
[2026-01-01T20:35:22.605244] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2026-01-01T20:35:22.617933] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:22.619781] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2026-01-01T20:35:22.620154] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2026-01-01T20:35:22.620187] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2026-01-01T20:35:22.621188] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-01T20:35:22.621257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:22.626607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:22.628375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:22.629055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:22.629626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:22.630337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:22.641608] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-31
[2026-01-01T20:35:22.660629] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2026-01-01T20:35:22.660699] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=17.27% (Conf=51.5751%)
[2026-01-01T20:35:22.661059] [INFO ] [main      ] Fetching symbol history for PWP...
[2026-01-01T20:35:22.661111] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2026-01-01T20:35:22.662109] [INFO ] [main      ] Progress: 70/409 forecasts completed (17.1%). IMNN finished in 0.7s. ETA: 59.1s. Rate: 344.04 forecasts/min
[2026-01-01T20:35:22.673913] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:22.674934] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2026-01-01T20:35:22.675003] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2026-01-01T20:35:22.675035] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2026-01-01T20:35:22.676140] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:22.676201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:22.677070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:22.677752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:22.679596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:22.680865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:22.742491] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:22.753203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:22.753801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:22.754876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:22.756536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:22.757617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:22.758304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:22.814233] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:22.827582] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-01T20:35:22.827654] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-01T20:35:22.828017] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2026-01-01T20:35:22.828067] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2026-01-01T20:35:22.828702] [INFO ] [main      ] Progress: 71/409 forecasts completed (17.4%). BUXX finished in 1.1s. ETA: 58.9s. Rate: 344.25 forecasts/min
[2026-01-01T20:35:22.841260] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:22.842338] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2026-01-01T20:35:22.842390] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2026-01-01T20:35:22.842420] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2026-01-01T20:35:22.843212] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:22.843274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:22.844957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:22.845459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:22.845870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:22.846639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:22.848995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:22.849672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:22.851440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:22.869128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:22.870212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:22.871679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:22.902083] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2026-01-01T20:35:22.902153] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-0.78% (Conf=53.3767%)
[2026-01-01T20:35:22.902521] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-01T20:35:22.902589] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-01T20:35:22.903632] [INFO ] [main      ] Progress: 72/409 forecasts completed (17.6%). SCSC finished in 0.7s. ETA: 58.3s. Rate: 347.00 forecasts/min
[2026-01-01T20:35:22.913752] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:22.915599] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-01T20:35:22.915653] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-01T20:35:22.915683] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-01T20:35:22.916478] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:22.916539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:22.917263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:22.917844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:22.918566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:22.923953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.020206] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.096193] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.186511] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.208915] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.264592] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.265584] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2026-01-01T20:35:23.265655] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=50.7922%)
[2026-01-01T20:35:23.265672] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.266080] [INFO ] [main      ] Progress: 73/409 forecasts completed (17.8%). PWP finished in 0.6s. ETA: 59.0s. Rate: 341.87 forecasts/min
[2026-01-01T20:35:23.266212] [INFO ] [main      ] Fetching symbol history for INTZ...
[2026-01-01T20:35:23.266255] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2026-01-01T20:35:23.277534] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.278734] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2026-01-01T20:35:23.278794] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2026-01-01T20:35:23.278826] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2026-01-01T20:35:23.279653] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:23.279716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:23.284475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:23.286247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:23.286749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:23.325395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:23.329738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:23.330891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:23.337522] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2026-01-01T20:35:23.337609] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=36.1082%)
[2026-01-01T20:35:23.338003] [INFO ] [main      ] Progress: 74/409 forecasts completed (18.1%). GEL finished in 0.7s. ETA: 58.3s. Rate: 344.62 forecasts/min
[2026-01-01T20:35:23.338186] [INFO ] [main      ] Fetching symbol history for NMAI...
[2026-01-01T20:35:23.338233] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2026-01-01T20:35:23.348749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.349558] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.351190] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2026-01-01T20:35:23.351255] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2026-01-01T20:35:23.351287] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2026-01-01T20:35:23.352087] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:23.352149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:23.356903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:23.358701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:23.359184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:23.359635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:23.361969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:23.383036] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.400485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:23.401639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:23.403334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.433770] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.510048] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2026-01-01T20:35:23.510118] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=46.2004%)
[2026-01-01T20:35:23.510467] [INFO ] [main      ] Fetching symbol history for MBX...
[2026-01-01T20:35:23.510516] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2026-01-01T20:35:23.511619] [INFO ] [main      ] Progress: 75/409 forecasts completed (18.3%). BPYPO finished in 0.7s. ETA: 58.1s. Rate: 344.63 forecasts/min
[2026-01-01T20:35:23.521985] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.522944] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2026-01-01T20:35:23.522995] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2026-01-01T20:35:23.523026] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2026-01-01T20:35:23.523813] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:23.523870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:23.524953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:23.530704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.550591] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-01T20:35:23.550664] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=32.5049%)
[2026-01-01T20:35:23.551040] [INFO ] [main      ] Fetching symbol history for NWSA...
[2026-01-01T20:35:23.551092] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2026-01-01T20:35:23.551659] [INFO ] [main      ] Progress: 76/409 forecasts completed (18.6%). AVAL finished in 0.6s. ETA: 57.4s. Rate: 348.16 forecasts/min
[2026-01-01T20:35:23.562529] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.563518] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2026-01-01T20:35:23.563590] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2026-01-01T20:35:23.563625] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2026-01-01T20:35:23.564392] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:23.564457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:23.569380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:23.570650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:23.572646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:23.576895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:23.578424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:23.579195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:23.580872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:23.581343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:23.582396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:23.584385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.687941] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.739252] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.854691] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.865068] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.902923] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:23.922020] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-31
[2026-01-01T20:35:23.928705] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2026-01-01T20:35:23.928779] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=39.4929%)
[2026-01-01T20:35:23.929206] [INFO ] [main      ] Fetching symbol history for KKRS...
[2026-01-01T20:35:23.929261] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2026-01-01T20:35:23.929249] [INFO ] [main      ] Progress: 77/409 forecasts completed (18.8%). INTZ finished in 0.7s. ETA: 58.1s. Rate: 342.85 forecasts/min
[2026-01-01T20:35:23.940847] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.942023] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2026-01-01T20:35:23.942083] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2026-01-01T20:35:23.942116] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2026-01-01T20:35:23.942907] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:23.942968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:23.944643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:23.945141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:23.945524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:23.949725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:23.950887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:23.966719] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2026-01-01T20:35:23.966797] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=45.9679%)
[2026-01-01T20:35:23.967223] [INFO ] [main      ] Fetching symbol history for ASND...
[2026-01-01T20:35:23.967275] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2026-01-01T20:35:23.968019] [INFO ] [main      ] Progress: 78/409 forecasts completed (19.1%). NMAI finished in 0.6s. ETA: 57.3s. Rate: 346.31 forecasts/min
[2026-01-01T20:35:23.978933] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:23.980015] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2026-01-01T20:35:23.980066] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2026-01-01T20:35:23.980098] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2026-01-01T20:35:23.980886] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:23.980945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:23.982626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:23.983123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:23.983556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:23.983980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:23.985022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:23.986567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.031522] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.089222] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.121438] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2026-01-01T20:35:24.121507] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=50.4812%)
[2026-01-01T20:35:24.121950] [INFO ] [main      ] Fetching symbol history for BYRN...
[2026-01-01T20:35:24.122002] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2026-01-01T20:35:24.122624] [INFO ] [main      ] Progress: 79/409 forecasts completed (19.3%). MBX finished in 0.6s. ETA: 57.1s. Rate: 346.78 forecasts/min
[2026-01-01T20:35:24.133649] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.134663] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2026-01-01T20:35:24.134716] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2026-01-01T20:35:24.134747] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2026-01-01T20:35:24.135504] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:24.135563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:24.140359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:24.142139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:24.142631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:24.144935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:24.170315] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2026-01-01T20:35:24.170383] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=43.0879%)
[2026-01-01T20:35:24.170795] [INFO ] [main      ] Fetching symbol history for PVH...
[2026-01-01T20:35:24.170847] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2026-01-01T20:35:24.171679] [INFO ] [main      ] Progress: 80/409 forecasts completed (19.6%). NWSA finished in 0.6s. ETA: 56.4s. Rate: 349.92 forecasts/min
[2026-01-01T20:35:24.182019] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.182992] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2026-01-01T20:35:24.183049] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2026-01-01T20:35:24.183079] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2026-01-01T20:35:24.183903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:24.183978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:24.188807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:24.190530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.193072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.289530] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-31
[2026-01-01T20:35:24.324138] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-31
[2026-01-01T20:35:24.456691] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.490448] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.514152] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2026-01-01T20:35:24.514223] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.5009%)
[2026-01-01T20:35:24.514688] [INFO ] [main      ] Fetching symbol history for ADP...
[2026-01-01T20:35:24.514742] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2026-01-01T20:35:24.515626] [INFO ] [main      ] Progress: 81/409 forecasts completed (19.8%). KKRS finished in 0.6s. ETA: 56.9s. Rate: 345.62 forecasts/min
[2026-01-01T20:35:24.527849] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.528852] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2026-01-01T20:35:24.528906] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2026-01-01T20:35:24.528938] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2026-01-01T20:35:24.529620] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-31
[2026-01-01T20:35:24.529756] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:24.529819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:24.531495] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-31
[2026-01-01T20:35:24.534616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:24.536386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:24.536887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:24.537645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:24.539930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:24.541569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:24.544174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:24.545230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:24.546867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.601593] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2026-01-01T20:35:24.601663] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=54.0567%)
[2026-01-01T20:35:24.602042] [INFO ] [main      ] Fetching symbol history for FOLD...
[2026-01-01T20:35:24.602094] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2026-01-01T20:35:24.602647] [INFO ] [main      ] Progress: 82/409 forecasts completed (20.0%). ASND finished in 0.6s. ETA: 56.4s. Rate: 347.74 forecasts/min
[2026-01-01T20:35:24.613140] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.613874] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2026-01-01T20:35:24.613931] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2026-01-01T20:35:24.613963] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2026-01-01T20:35:24.614748] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:24.614809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:24.619642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:24.621418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:24.621910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:24.622802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.696771] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.700327] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:24.789081] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2026-01-01T20:35:24.789158] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=5.38% (Conf=52.3208%)
[2026-01-01T20:35:24.789323] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-01T20:35:24.789368] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-01T20:35:24.789754] [INFO ] [main      ] Progress: 83/409 forecasts completed (20.3%). BYRN finished in 0.7s. ETA: 56.3s. Rate: 347.39 forecasts/min
[2026-01-01T20:35:24.801085] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.802213] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-01T20:35:24.802269] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-01T20:35:24.802300] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-01T20:35:24.803086] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:24.803147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:24.807880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:24.809694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:24.810041] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2026-01-01T20:35:24.810109] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=47.3298%)
[2026-01-01T20:35:24.810168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:24.810292] [INFO ] [main      ] Fetching symbol history for PDP...
[2026-01-01T20:35:24.810347] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2026-01-01T20:35:24.810647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:24.810841] [INFO ] [main      ] Progress: 84/409 forecasts completed (20.5%). PVH finished in 0.6s. ETA: 55.5s. Rate: 351.06 forecasts/min
[2026-01-01T20:35:24.811034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:24.812242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.822088] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:24.823079] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2026-01-01T20:35:24.823131] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2026-01-01T20:35:24.823163] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2026-01-01T20:35:24.823965] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:24.824025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:24.824758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:24.826343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:24.827169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:24.828313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:24.830310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:24.888326] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-31
[2026-01-01T20:35:24.960154] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.055760] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.125751] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.145993] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.172786] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.191875] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2026-01-01T20:35:25.191945] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=56.7338%)
[2026-01-01T20:35:25.192300] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-01T20:35:25.192350] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-01T20:35:25.193181] [INFO ] [main      ] Progress: 85/409 forecasts completed (20.8%). ADP finished in 0.7s. ETA: 56.2s. Rate: 346.02 forecasts/min
[2026-01-01T20:35:25.195203] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2026-01-01T20:35:25.195284] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=58.7518%)
[2026-01-01T20:35:25.195616] [INFO ] [main      ] Progress: 86/409 forecasts completed (21.0%). FOLD finished in 0.6s. ETA: 55.4s. Rate: 350.03 forecasts/min
[2026-01-01T20:35:25.195628] [INFO ] [main      ] Fetching symbol history for OGI...
[2026-01-01T20:35:25.195682] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2026-01-01T20:35:25.205081] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.206254] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-01T20:35:25.206307] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-01T20:35:25.206343] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-01T20:35:25.206821] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.207127] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:25.207351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:25.208219] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2026-01-01T20:35:25.208609] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2026-01-01T20:35:25.208646] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2026-01-01T20:35:25.209098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:25.209429] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-01T20:35:25.209496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:25.209614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:25.209999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:25.211182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:25.211719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:25.212102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:25.212982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:25.230687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:25.231172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:25.232219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:25.233861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:25.234888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:25.235564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:25.236994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.314742] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.319260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:25.343702] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.367838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:25.369737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.445825] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2026-01-01T20:35:25.445894] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=63.9644%)
[2026-01-01T20:35:25.446351] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-01T20:35:25.446405] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-01T20:35:25.446623] [INFO ] [main      ] Progress: 87/409 forecasts completed (21.3%). PDP finished in 0.6s. ETA: 55.5s. Rate: 348.17 forecasts/min
[2026-01-01T20:35:25.457801] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.458918] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-01T20:35:25.458994] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-01T20:35:25.459036] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-01T20:35:25.459815] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:25.459877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:25.464634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:25.466406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:25.466901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:25.467296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:25.468139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:25.470502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:25.473865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.503982] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-01T20:35:25.504048] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=52.3278%)
[2026-01-01T20:35:25.504454] [INFO ] [main      ] Progress: 88/409 forecasts completed (21.5%). AZO finished in 0.7s. ETA: 54.9s. Rate: 350.82 forecasts/min
[2026-01-01T20:35:25.504660] [INFO ] [main      ] Fetching symbol history for CTRA...
[2026-01-01T20:35:25.504705] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2026-01-01T20:35:25.516766] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.517718] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2026-01-01T20:35:25.517774] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2026-01-01T20:35:25.517805] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2026-01-01T20:35:25.518600] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:25.518664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:25.523475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:25.525278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:25.525782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:25.526169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:25.527082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:25.527758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:25.531884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:25.533215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:25.533915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.575143] [DEBUG] [MAG       ] OGI: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.708719] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.743783] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.812305] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.872540] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-31
[2026-01-01T20:35:25.876293] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:25.888366] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2026-01-01T20:35:25.888444] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=-10.22% (Conf=41.8721%)
[2026-01-01T20:35:25.888876] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-01T20:35:25.888928] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-01T20:35:25.889699] [INFO ] [main      ] Progress: 89/409 forecasts completed (21.8%). OGI finished in 0.7s. ETA: 55.5s. Rate: 345.95 forecasts/min
[2026-01-01T20:35:25.901104] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.902310] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-01T20:35:25.902363] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-01T20:35:25.902395] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-01T20:35:25.903317] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:25.903380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:25.908309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:25.909221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:25.911589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.951495] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-01T20:35:25.951588] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=60.414%)
[2026-01-01T20:35:25.951984] [INFO ] [main      ] Progress: 90/409 forecasts completed (22.0%). KDP finished in 0.8s. ETA: 54.9s. Rate: 348.44 forecasts/min
[2026-01-01T20:35:25.952110] [INFO ] [main      ] Fetching symbol history for LQDA...
[2026-01-01T20:35:25.952152] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2026-01-01T20:35:25.964330] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:25.965433] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2026-01-01T20:35:25.965487] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2026-01-01T20:35:25.965519] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2026-01-01T20:35:25.966309] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:25.966371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:25.968732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:25.969587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:25.971371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:25.973733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:25.980637] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.041948] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.057463] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-01T20:35:26.057533] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=73.6211%)
[2026-01-01T20:35:26.057946] [INFO ] [main      ] Fetching symbol history for ISSC...
[2026-01-01T20:35:26.058000] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2026-01-01T20:35:26.058629] [INFO ] [main      ] Progress: 91/409 forecasts completed (22.2%). GPIX finished in 0.6s. ETA: 54.5s. Rate: 349.90 forecasts/min
[2026-01-01T20:35:26.070147] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.070930] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2026-01-01T20:35:26.070987] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2026-01-01T20:35:26.071018] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2026-01-01T20:35:26.071809] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:26.071868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:26.076666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:26.116048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:26.118759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:26.120151] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2026-01-01T20:35:26.120223] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=46.8873%)
[2026-01-01T20:35:26.120634] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-01T20:35:26.120686] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-01T20:35:26.121640] [INFO ] [main      ] Progress: 92/409 forecasts completed (22.5%). CTRA finished in 0.6s. ETA: 54.0s. Rate: 352.32 forecasts/min
[2026-01-01T20:35:26.131746] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.132498] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-01T20:35:26.132548] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-01T20:35:26.132597] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-01T20:35:26.133363] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:26.264032] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-31
[2026-01-01T20:35:26.313464] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-31
[2026-01-01T20:35:26.438762] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.459799] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-31
[2026-01-01T20:35:26.464297] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-31
[2026-01-01T20:35:26.480294] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.495690] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-01T20:35:26.495765] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-01T20:35:26.495938] [INFO ] [main      ] Fetching symbol history for TGLS...
[2026-01-01T20:35:26.495986] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2026-01-01T20:35:26.497653] [INFO ] [main      ] Progress: 93/409 forecasts completed (22.7%). PHK finished in 0.6s. ETA: 54.5s. Rate: 347.80 forecasts/min
[2026-01-01T20:35:26.508604] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.509540] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2026-01-01T20:35:26.509620] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2026-01-01T20:35:26.509653] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2026-01-01T20:35:26.510454] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:26.510517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:26.512284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:26.512848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:26.513301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:26.513721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:26.514513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:26.561215] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2026-01-01T20:35:26.561289] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=56.2886%)
[2026-01-01T20:35:26.561699] [INFO ] [main      ] Progress: 94/409 forecasts completed (23.0%). LQDA finished in 0.6s. ETA: 54.0s. Rate: 350.15 forecasts/min
[2026-01-01T20:35:26.561828] [INFO ] [main      ] Fetching symbol history for BSX...
[2026-01-01T20:35:26.561872] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2026-01-01T20:35:26.573226] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.574484] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2026-01-01T20:35:26.574537] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2026-01-01T20:35:26.574569] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2026-01-01T20:35:26.575398] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:26.575462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:26.580258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:26.582049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:26.582533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:26.582942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:26.583709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:26.585491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:26.587497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:26.589059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:26.626884] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.627351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:26.631608] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:26.678148] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-01T20:35:26.678219] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=39.6219%)
[2026-01-01T20:35:26.678642] [INFO ] [main      ] Fetching symbol history for PFF...
[2026-01-01T20:35:26.678694] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2026-01-01T20:35:26.678669] [INFO ] [main      ] Progress: 95/409 forecasts completed (23.2%). FUND finished in 0.6s. ETA: 53.6s. Rate: 351.32 forecasts/min
[2026-01-01T20:35:26.690323] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.691736] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2026-01-01T20:35:26.691788] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2026-01-01T20:35:26.691818] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2026-01-01T20:35:26.692602] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:26.692661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:26.695004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:26.696665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:26.697593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:26.705227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:26.708125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:26.717867] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2026-01-01T20:35:26.717939] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=70.2555%)
[2026-01-01T20:35:26.718320] [INFO ] [main      ] Fetching symbol history for LMBS...
[2026-01-01T20:35:26.718372] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2026-01-01T20:35:26.719308] [INFO ] [main      ] Progress: 96/409 forecasts completed (23.5%). ISSC finished in 0.7s. ETA: 53.0s. Rate: 354.13 forecasts/min
[2026-01-01T20:35:26.730903] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:26.731941] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2026-01-01T20:35:26.732010] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2026-01-01T20:35:26.732067] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2026-01-01T20:35:26.733105] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:26.733177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:26.738257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:26.740118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:26.740631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:26.741032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:26.745822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:26.746621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:26.929123] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.048974] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.078486] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.084030] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.094466] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.195293] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2026-01-01T20:35:27.195369] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=48.0086%)
[2026-01-01T20:35:27.195752] [INFO ] [main      ] Fetching symbol history for NXE...
[2026-01-01T20:35:27.195804] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2026-01-01T20:35:27.196625] [INFO ] [main      ] Progress: 97/409 forecasts completed (23.7%). BSX finished in 0.6s. ETA: 53.9s. Rate: 347.62 forecasts/min
[2026-01-01T20:35:27.207760] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.208694] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2026-01-01T20:35:27.208752] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2026-01-01T20:35:27.208785] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2026-01-01T20:35:27.209612] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:27.209671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:27.214406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:27.218235] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.242510] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.252468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.255046] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.303297] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2026-01-01T20:35:27.303367] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=62.5189%)
[2026-01-01T20:35:27.303804] [INFO ] [main      ] Fetching symbol history for CECO...
[2026-01-01T20:35:27.303857] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2026-01-01T20:35:27.303846] [INFO ] [main      ] Progress: 98/409 forecasts completed (24.0%). PFF finished in 0.6s. ETA: 53.5s. Rate: 348.97 forecasts/min
[2026-01-01T20:35:27.310483] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2026-01-01T20:35:27.310553] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=46.9091%)
[2026-01-01T20:35:27.310930] [INFO ] [main      ] Fetching symbol history for CODA...
[2026-01-01T20:35:27.310984] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2026-01-01T20:35:27.311907] [INFO ] [main      ] Progress: 99/409 forecasts completed (24.2%). LMBS finished in 0.6s. ETA: 52.8s. Rate: 352.36 forecasts/min
[2026-01-01T20:35:27.315773] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.316641] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2026-01-01T20:35:27.316707] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2026-01-01T20:35:27.316740] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2026-01-01T20:35:27.317510] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:27.317570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:27.319225] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2026-01-01T20:35:27.319297] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=53.0028%)
[2026-01-01T20:35:27.319676] [INFO ] [main      ] Fetching symbol history for NATL...
[2026-01-01T20:35:27.319728] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2026-01-01T20:35:27.319698] [INFO ] [main      ] Progress: 100/409 forecasts completed (24.4%). TGLS finished in 0.8s. ETA: 52.1s. Rate: 355.75 forecasts/min
[2026-01-01T20:35:27.322332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:27.324102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:27.324598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:27.324991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:27.325001] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.325863] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2026-01-01T20:35:27.325927] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2026-01-01T20:35:27.325962] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2026-01-01T20:35:27.326793] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:27.326856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:27.327304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:27.328252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:27.329278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.330945] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.331771] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2026-01-01T20:35:27.331827] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2026-01-01T20:35:27.331859] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2026-01-01T20:35:27.332318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:27.332653] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:27.332714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:27.333186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:27.333422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:27.335646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:27.335772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:27.336461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:27.339398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:27.340998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.413124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:27.414809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:27.416030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.587306] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.659737] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.677063] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.752525] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.754673] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-31
[2026-01-01T20:35:27.815483] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2026-01-01T20:35:27.815584] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=53.3323%)
[2026-01-01T20:35:27.816068] [INFO ] [main      ] Fetching symbol history for VTEX...
[2026-01-01T20:35:27.816122] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2026-01-01T20:35:27.816680] [INFO ] [main      ] Progress: 101/409 forecasts completed (24.7%). NXE finished in 0.6s. ETA: 52.9s. Rate: 349.03 forecasts/min
[2026-01-01T20:35:27.827213] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.828029] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.828880] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2026-01-01T20:35:27.828939] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-01T20:35:27.828999] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2026-01-01T20:35:27.829827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:27.829887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:27.834841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:27.836657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:27.837152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:27.837551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.847362] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.915729] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2026-01-01T20:35:27.915802] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=56.334%)
[2026-01-01T20:35:27.916072] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-01T20:35:27.916121] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-01T20:35:27.917657] [INFO ] [main      ] Progress: 102/409 forecasts completed (24.9%). CECO finished in 0.6s. ETA: 52.6s. Rate: 350.44 forecasts/min
[2026-01-01T20:35:27.928104] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.929086] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-01T20:35:27.929138] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-01T20:35:27.929169] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-01T20:35:27.933114] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:27.933174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:27.933565] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2026-01-01T20:35:27.933666] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=57.2769%)
[2026-01-01T20:35:27.934071] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-01T20:35:27.934125] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-01T20:35:27.934634] [INFO ] [main      ] Progress: 103/409 forecasts completed (25.2%). NATL finished in 0.6s. ETA: 51.9s. Rate: 353.54 forecasts/min
[2026-01-01T20:35:27.934850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:27.935362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:27.935825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:27.936634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:27.939300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:27.944917] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:27.946728] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:27.947770] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-01T20:35:27.947825] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-01T20:35:27.947859] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-01T20:35:27.948759] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:27.949198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:27.954423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:27.956453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:27.957038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:27.957499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:27.960074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:27.961828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:27.962907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.014881] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2026-01-01T20:35:28.014954] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=51.9456%)
[2026-01-01T20:35:28.015388] [INFO ] [main      ] Progress: 104/409 forecasts completed (25.4%). CODA finished in 0.7s. ETA: 51.5s. Rate: 355.33 forecasts/min
[2026-01-01T20:35:28.015519] [INFO ] [main      ] Fetching symbol history for BJ...
[2026-01-01T20:35:28.015566] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2026-01-01T20:35:28.029299] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:28.030690] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2026-01-01T20:35:28.030760] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2026-01-01T20:35:28.030806] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2026-01-01T20:35:28.031726] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:28.031805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:28.037335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:28.038645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:28.039833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.175489] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-31
[2026-01-01T20:35:28.275623] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-31
[2026-01-01T20:35:28.313791] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-31
[2026-01-01T20:35:28.341607] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:28.401860] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2026-01-01T20:35:28.401941] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=62.9904%)
[2026-01-01T20:35:28.402441] [INFO ] [main      ] Fetching symbol history for HWH...
[2026-01-01T20:35:28.402496] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2026-01-01T20:35:28.402678] [INFO ] [main      ] Progress: 105/409 forecasts completed (25.7%). VTEX finished in 0.6s. ETA: 52.0s. Rate: 351.00 forecasts/min
[2026-01-01T20:35:28.411707] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-31
[2026-01-01T20:35:28.413644] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:28.414814] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2026-01-01T20:35:28.414881] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2026-01-01T20:35:28.414914] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2026-01-01T20:35:28.415775] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:28.415834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:28.420981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:28.421997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:28.426178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.442247] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:28.481911] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:28.542076] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-01T20:35:28.542148] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=61.4885%)
[2026-01-01T20:35:28.542452] [INFO ] [main      ] Fetching symbol history for AXON...
[2026-01-01T20:35:28.542502] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2026-01-01T20:35:28.543671] [INFO ] [main      ] Progress: 106/409 forecasts completed (25.9%). LGIH finished in 0.6s. ETA: 51.7s. Rate: 351.58 forecasts/min
[2026-01-01T20:35:28.554488] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:28.555296] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2026-01-01T20:35:28.555346] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2026-01-01T20:35:28.555377] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2026-01-01T20:35:28.556169] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:28.556230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:28.561038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:28.562813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:28.563287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:28.563744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:28.564130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:28.566443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:28.591496] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:28.604234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:28.606944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:28.607685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.609707] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-01T20:35:28.609782] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=39.2888%)
[2026-01-01T20:35:28.610155] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-01T20:35:28.610210] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-01T20:35:28.610686] [INFO ] [main      ] Progress: 107/409 forecasts completed (26.2%). MSGS finished in 0.7s. ETA: 51.2s. Rate: 353.59 forecasts/min
[2026-01-01T20:35:28.621543] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:28.622408] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-01T20:35:28.622466] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-01T20:35:28.622499] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-01T20:35:28.623314] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:28.623384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:28.668372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:28.669257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:28.673423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.695638] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2026-01-01T20:35:28.695734] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=46.2187%)
[2026-01-01T20:35:28.696202] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-01T20:35:28.696255] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-01T20:35:28.696872] [INFO ] [main      ] Progress: 108/409 forecasts completed (26.4%). BJ finished in 0.7s. ETA: 50.8s. Rate: 355.21 forecasts/min
[2026-01-01T20:35:28.709279] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:28.710118] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-01T20:35:28.710169] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-01T20:35:28.710202] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-01T20:35:28.711017] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:28.711078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:28.713123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:28.713667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:28.714431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:28.767062] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-31
[2026-01-01T20:35:28.822199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:28.936626] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:28.942630] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-31
[2026-01-01T20:35:29.009917] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2026-01-01T20:35:29.010002] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-5.91% (Conf=36.7107%)
[2026-01-01T20:35:29.010412] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-01T20:35:29.010469] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-01T20:35:29.011659] [INFO ] [main      ] Progress: 109/409 forecasts completed (26.7%). HWH finished in 0.6s. ETA: 51.1s. Rate: 352.42 forecasts/min
[2026-01-01T20:35:29.022898] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:29.024269] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-01T20:35:29.024344] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-01T20:35:29.024384] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-01T20:35:29.024891] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-31
[2026-01-01T20:35:29.025555] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:29.025660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:29.027850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:29.028371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:29.028787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:29.029760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:29.080650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:29.108507] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:29.156979] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-31
[2026-01-01T20:35:29.194404] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:29.251228] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-01T20:35:29.251300] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=56.4549%)
[2026-01-01T20:35:29.251714] [INFO ] [main      ] Fetching symbol history for APLD...
[2026-01-01T20:35:29.251767] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2026-01-01T20:35:29.251781] [INFO ] [main      ] Progress: 110/409 forecasts completed (26.9%). AGNCL finished in 0.6s. ETA: 51.1s. Rate: 351.11 forecasts/min
[2026-01-01T20:35:29.263518] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:29.264430] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2026-01-01T20:35:29.264485] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2026-01-01T20:35:29.264518] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2026-01-01T20:35:29.265321] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:29.265383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:29.270347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:29.272117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:29.321861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:29.322600] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:29.322757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:29.323982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:29.330388] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2026-01-01T20:35:29.330469] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=63.6148%)
[2026-01-01T20:35:29.330724] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-01T20:35:29.330774] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-01T20:35:29.331793] [INFO ] [main      ] Progress: 111/409 forecasts completed (27.1%). AXON finished in 0.8s. ETA: 50.7s. Rate: 352.80 forecasts/min
[2026-01-01T20:35:29.342802] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:29.343746] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-01T20:35:29.343800] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-01T20:35:29.343831] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-01T20:35:29.344668] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-01T20:35:29.344763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:29.350002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:29.351909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:29.352408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:29.352891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:29.353295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:29.354154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:29.354999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:29.357626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:29.427456] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-31
[2026-01-01T20:35:29.458967] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-01T20:35:29.459040] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=55.416%)
[2026-01-01T20:35:29.459410] [INFO ] [main      ] Fetching symbol history for ZETA...
[2026-01-01T20:35:29.459468] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2026-01-01T20:35:29.459703] [INFO ] [main      ] Progress: 112/409 forecasts completed (27.4%). ARES finished in 0.8s. ETA: 50.4s. Rate: 353.58 forecasts/min
[2026-01-01T20:35:29.471045] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:29.471156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:29.471999] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2026-01-01T20:35:29.472051] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2026-01-01T20:35:29.472082] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2026-01-01T20:35:29.472888] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:29.472948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:29.473078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:29.473820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:29.512171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:29.513273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:29.553281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:29.554128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:29.555355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:29.581246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:29.593276] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:29.619294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:29.620224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:29.628833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:29.629666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:29.631457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:29.634163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:29.635235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:29.637181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:29.637925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:29.642151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:29.643291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:29.644612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:29.646098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:29.648965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:29.649628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:29.650313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:29.652307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:29.653389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:29.654100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:29.654803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-01T20:35:29.655506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:29.658267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:29.659888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:29.662348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:29.667414] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-31
[2026-01-01T20:35:29.664545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:29.671680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:29.689114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:29.690080] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-01T20:35:29.690164] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=49.9198%)
[2026-01-01T20:35:29.690296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:29.690609] [INFO ] [main      ] Progress: 113/409 forecasts completed (27.6%). ESTA finished in 0.7s. ETA: 50.4s. Rate: 352.46 forecasts/min
[2026-01-01T20:35:29.690748] [INFO ] [main      ] Fetching symbol history for ABG...
[2026-01-01T20:35:29.690792] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2026-01-01T20:35:29.691979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:29.692748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:29.693481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:29.694359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:29.696037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:29.697001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:29.698255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:29.700465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:29.702128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:29.703968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:29.705819] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:29.706910] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2026-01-01T20:35:29.706980] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2026-01-01T20:35:29.707023] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2026-01-01T20:35:29.708096] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:29.708170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:29.714888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:29.758040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:29.759077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:29.842125] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.027646] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.031038] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2026-01-01T20:35:30.031111] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=6.57% (Conf=47.1878%)
[2026-01-01T20:35:30.031491] [INFO ] [main      ] Fetching symbol history for KPRX...
[2026-01-01T20:35:30.031542] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2026-01-01T20:35:30.032662] [INFO ] [main      ] Progress: 114/409 forecasts completed (27.9%). APLD finished in 0.8s. ETA: 50.7s. Rate: 349.36 forecasts/min
[2026-01-01T20:35:30.039339] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.043692] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.044847] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2026-01-01T20:35:30.044901] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2026-01-01T20:35:30.044941] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2026-01-01T20:35:30.045775] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:30.045835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:30.046593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:30.086124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:30.087174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:30.128477] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.192153] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.205603] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.293083] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2026-01-01T20:35:30.293156] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=-4.73% (Conf=46.0024%)
[2026-01-01T20:35:30.293520] [INFO ] [main      ] Fetching symbol history for LII...
[2026-01-01T20:35:30.293589] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2026-01-01T20:35:30.294657] [INFO ] [main      ] Progress: 115/409 forecasts completed (28.1%). ZETA finished in 0.8s. ETA: 50.7s. Rate: 347.77 forecasts/min
[2026-01-01T20:35:30.301657] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.305673] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.306842] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2026-01-01T20:35:30.306894] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2026-01-01T20:35:30.306924] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2026-01-01T20:35:30.307913] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:30.307970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:30.345869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:30.428498] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.436313] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2026-01-01T20:35:30.436385] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=65.5309%)
[2026-01-01T20:35:30.436787] [INFO ] [main      ] Fetching symbol history for AFYA...
[2026-01-01T20:35:30.436839] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2026-01-01T20:35:30.437644] [INFO ] [main      ] Progress: 116/409 forecasts completed (28.4%). ABG finished in 0.7s. ETA: 50.5s. Rate: 348.29 forecasts/min
[2026-01-01T20:35:30.448287] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.449150] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2026-01-01T20:35:30.449203] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2026-01-01T20:35:30.449235] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2026-01-01T20:35:30.450102] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:30.458363] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-01T20:35:30.458441] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-01T20:35:30.458865] [INFO ] [main      ] Fetching symbol history for QVAL...
[2026-01-01T20:35:30.458917] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2026-01-01T20:35:30.460670] [INFO ] [main      ] Progress: 117/409 forecasts completed (28.6%). TBIL finished in 1.1s. ETA: 49.9s. Rate: 350.89 forecasts/min
[2026-01-01T20:35:30.472182] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.473378] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2026-01-01T20:35:30.473439] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2026-01-01T20:35:30.473471] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2026-01-01T20:35:30.474266] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:30.474325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:30.479133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:30.480954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:30.481441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:30.482194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:30.602211] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.658046] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2026-01-01T20:35:30.658118] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=49.4114%)
[2026-01-01T20:35:30.658510] [INFO ] [main      ] Fetching symbol history for SNGX...
[2026-01-01T20:35:30.658561] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2026-01-01T20:35:30.659650] [INFO ] [main      ] Progress: 118/409 forecasts completed (28.9%). KPRX finished in 0.6s. ETA: 49.8s. Rate: 350.40 forecasts/min
[2026-01-01T20:35:30.670981] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.673076] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2026-01-01T20:35:30.673129] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2026-01-01T20:35:30.673160] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2026-01-01T20:35:30.673999] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:30.674060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:30.678909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:30.679777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:30.680378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:30.683118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:30.684743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:30.686196] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.803391] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.817697] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-31
[2026-01-01T20:35:30.850835] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.978298] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.984327] [INFO ] [LOCAL     ] LII: Saved forecast.
[2026-01-01T20:35:30.984402] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-2.86% (Conf=52.7203%)
[2026-01-01T20:35:30.984791] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-01T20:35:30.984844] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-01T20:35:30.985717] [INFO ] [main      ] Progress: 119/409 forecasts completed (29.1%). LII finished in 0.7s. ETA: 50.0s. Rate: 347.76 forecasts/min
[2026-01-01T20:35:30.986824] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:30.996218] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:30.997263] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-01T20:35:30.997314] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-01T20:35:30.997345] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-01T20:35:30.998181] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:30.998241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:31.003036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:31.004814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:31.005291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:31.006059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:31.006747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:31.008292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.028239] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.042250] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2026-01-01T20:35:31.042328] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=44.9433%)
[2026-01-01T20:35:31.042706] [INFO ] [main      ] Fetching symbol history for ACTG...
[2026-01-01T20:35:31.042757] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2026-01-01T20:35:31.043652] [INFO ] [main      ] Progress: 120/409 forecasts completed (29.3%). AFYA finished in 0.6s. ETA: 49.6s. Rate: 349.69 forecasts/min
[2026-01-01T20:35:31.054397] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.055416] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2026-01-01T20:35:31.055470] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2026-01-01T20:35:31.055503] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2026-01-01T20:35:31.056360] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:31.056419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:31.061566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.063365] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2026-01-01T20:35:31.063436] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=53.9553%)
[2026-01-01T20:35:31.063916] [INFO ] [main      ] Fetching symbol history for GBAB...
[2026-01-01T20:35:31.063968] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2026-01-01T20:35:31.064630] [INFO ] [main      ] Progress: 121/409 forecasts completed (29.6%). QVAL finished in 0.6s. ETA: 49.1s. Rate: 352.25 forecasts/min
[2026-01-01T20:35:31.076226] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.077211] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2026-01-01T20:35:31.077263] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2026-01-01T20:35:31.077294] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2026-01-01T20:35:31.078112] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:31.078172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:31.079881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:31.080391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:31.080815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:31.081697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:31.119490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.199644] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:31.268826] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2026-01-01T20:35:31.268897] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=43.5711%)
[2026-01-01T20:35:31.269632] [INFO ] [main      ] Progress: 122/409 forecasts completed (29.8%). SNGX finished in 0.6s. ETA: 49.0s. Rate: 351.66 forecasts/min
[2026-01-01T20:35:31.269316] [INFO ] [main      ] Fetching symbol history for GECC...
[2026-01-01T20:35:31.272723] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2026-01-01T20:35:31.284359] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.285470] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2026-01-01T20:35:31.285523] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2026-01-01T20:35:31.285556] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2026-01-01T20:35:31.286383] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:31.286449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:31.288241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:31.288791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:31.289336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:31.289763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:31.290753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:31.293629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:31.294761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:31.296420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.349554] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.413549] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.484255] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.520102] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:31.583618] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:31.593087] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-01T20:35:31.593156] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=55.7376%)
[2026-01-01T20:35:31.593488] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-01T20:35:31.593538] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-01T20:35:31.594407] [INFO ] [main      ] Progress: 123/409 forecasts completed (30.1%). WKSP finished in 0.6s. ETA: 49.2s. Rate: 349.10 forecasts/min
[2026-01-01T20:35:31.605467] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.608317] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-01T20:35:31.608375] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-01T20:35:31.608411] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-01T20:35:31.609263] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:31.609321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:31.614091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:31.628543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.638593] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2026-01-01T20:35:31.638674] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=50.2221%)
[2026-01-01T20:35:31.639101] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-01T20:35:31.639157] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-01T20:35:31.639656] [INFO ] [main      ] Progress: 124/409 forecasts completed (30.3%). ACTG finished in 0.6s. ETA: 48.7s. Rate: 351.18 forecasts/min
[2026-01-01T20:35:31.650988] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.651958] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-01T20:35:31.652024] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-01T20:35:31.652058] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-01T20:35:31.652867] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:31.652930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:31.654678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:31.655186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:31.655608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:31.656682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:31.658386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.659407] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:31.673724] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.718060] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2026-01-01T20:35:31.718145] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=55.8641%)
[2026-01-01T20:35:31.718673] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-01T20:35:31.718728] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-01T20:35:31.719660] [INFO ] [main      ] Progress: 125/409 forecasts completed (30.6%). GBAB finished in 0.7s. ETA: 48.3s. Rate: 352.68 forecasts/min
[2026-01-01T20:35:31.730457] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.731685] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-01T20:35:31.731749] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-01T20:35:31.731781] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-01T20:35:31.732676] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:31.732739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:31.734439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:31.735001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:31.735401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:31.736181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:31.737780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:31.816747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:31.818099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:31.819092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:31.852373] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:31.920965] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2026-01-01T20:35:31.921053] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=58.3957%)
[2026-01-01T20:35:31.921441] [INFO ] [main      ] Fetching symbol history for CDXS...
[2026-01-01T20:35:31.921495] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2026-01-01T20:35:31.921663] [INFO ] [main      ] Progress: 126/409 forecasts completed (30.8%). GECC finished in 0.7s. ETA: 48.2s. Rate: 352.16 forecasts/min
[2026-01-01T20:35:31.933613] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:31.934760] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2026-01-01T20:35:31.934817] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2026-01-01T20:35:31.934850] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2026-01-01T20:35:31.935700] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:31.935772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:31.941021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:31.966781] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-31
[2026-01-01T20:35:31.993611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:31.994598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:31.996870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:31.999446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.001806] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.136958] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.161298] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.170660] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.242824] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-01T20:35:32.242895] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=53.6793%)
[2026-01-01T20:35:32.243055] [INFO ] [main      ] Fetching symbol history for OBDC...
[2026-01-01T20:35:32.243097] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2026-01-01T20:35:32.243828] [INFO ] [main      ] Progress: 127/409 forecasts completed (31.1%). TRNS finished in 0.6s. ETA: 48.4s. Rate: 349.71 forecasts/min
[2026-01-01T20:35:32.255146] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.255984] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2026-01-01T20:35:32.256036] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2026-01-01T20:35:32.256066] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2026-01-01T20:35:32.256866] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:32.257248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:32.258197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:32.259028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:32.261019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:32.261743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.304022] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-01T20:35:32.304093] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=59.5514%)
[2026-01-01T20:35:32.304458] [INFO ] [main      ] Fetching symbol history for CSTL...
[2026-01-01T20:35:32.304512] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2026-01-01T20:35:32.304661] [INFO ] [main      ] Progress: 128/409 forecasts completed (31.3%). ALGN finished in 0.7s. ETA: 48.0s. Rate: 351.48 forecasts/min
[2026-01-01T20:35:32.316530] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.317423] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2026-01-01T20:35:32.317475] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2026-01-01T20:35:32.317507] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2026-01-01T20:35:32.318308] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:32.318371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:32.323346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:32.325191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:32.325701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:32.326102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:32.326881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.330921] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.355545] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.405220] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-01T20:35:32.405289] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=49.0309%)
[2026-01-01T20:35:32.405772] [INFO ] [main      ] Fetching symbol history for ROE...
[2026-01-01T20:35:32.405823] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2026-01-01T20:35:32.406647] [INFO ] [main      ] Progress: 129/409 forecasts completed (31.5%). CAAP finished in 0.7s. ETA: 47.6s. Rate: 352.58 forecasts/min
[2026-01-01T20:35:32.416998] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.418787] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2026-01-01T20:35:32.418839] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2026-01-01T20:35:32.418871] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2026-01-01T20:35:32.419698] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:32.419759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:32.424552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:32.426728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:32.427211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:32.427615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:32.466301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:32.515272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:32.516256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:32.516978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:32.521762] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.522782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.587488] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2026-01-01T20:35:32.587561] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=5.41% (Conf=60.5064%)
[2026-01-01T20:35:32.587739] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-01T20:35:32.587805] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-01T20:35:32.589632] [INFO ] [main      ] Progress: 130/409 forecasts completed (31.8%). CDXS finished in 0.7s. ETA: 47.5s. Rate: 352.37 forecasts/min
[2026-01-01T20:35:32.599277] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.600427] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-01T20:35:32.600478] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-01T20:35:32.600509] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-01T20:35:32.601301] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:32.601360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:32.603052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:32.603560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:32.605391] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.641489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.675412] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.788790] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.847256] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:32.855696] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2026-01-01T20:35:32.855776] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.7647%)
[2026-01-01T20:35:32.856166] [INFO ] [main      ] Progress: 131/409 forecasts completed (32.0%). OBDC finished in 0.6s. ETA: 47.5s. Rate: 350.86 forecasts/min
[2026-01-01T20:35:32.856307] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-01T20:35:32.856360] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-01T20:35:32.860814] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-31
[2026-01-01T20:35:32.868924] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.869871] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-01T20:35:32.869929] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-01T20:35:32.869961] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-01T20:35:32.870811] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:32.870874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:32.871794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:32.872837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:32.923137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:32.927794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:32.929262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.942074] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2026-01-01T20:35:32.942157] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=55.6795%)
[2026-01-01T20:35:32.942635] [INFO ] [main      ] Progress: 132/409 forecasts completed (32.3%). CSTL finished in 0.6s. ETA: 47.2s. Rate: 352.18 forecasts/min
[2026-01-01T20:35:32.942847] [INFO ] [main      ] Fetching symbol history for AM...
[2026-01-01T20:35:32.942898] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2026-01-01T20:35:32.956483] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:32.957489] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2026-01-01T20:35:32.957551] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2026-01-01T20:35:32.957603] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2026-01-01T20:35:32.958455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:32.958518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:32.964156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:32.966016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:32.967916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:32.969250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:32.971216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:32.977073] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.032214] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.111957] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2026-01-01T20:35:33.112036] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=51.6858%)
[2026-01-01T20:35:33.112398] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-01T20:35:33.112447] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-01T20:35:33.113266] [INFO ] [main      ] Progress: 133/409 forecasts completed (32.5%). ROE finished in 0.7s. ETA: 47.0s. Rate: 352.18 forecasts/min
[2026-01-01T20:35:33.124261] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.125895] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-01T20:35:33.125948] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-01T20:35:33.125978] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-01T20:35:33.126758] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:33.126819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:33.132054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:33.134048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:33.134530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:33.135129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:33.135507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:33.136600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:33.138534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:33.139991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:33.144835] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.234906] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-01T20:35:33.234978] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=61.792%)
[2026-01-01T20:35:33.235338] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-01T20:35:33.235388] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-01T20:35:33.235706] [INFO ] [main      ] Progress: 134/409 forecasts completed (32.8%). MKC finished in 0.6s. ETA: 46.8s. Rate: 352.92 forecasts/min
[2026-01-01T20:35:33.247178] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.248078] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-01T20:35:33.248130] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-01T20:35:33.248161] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-01T20:35:33.248973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:33.249034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:33.249949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:33.251221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:33.253065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:33.253765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:33.281986] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.345347] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.447897] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.478516] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.519310] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.563408] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-01T20:35:33.563478] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8253%)
[2026-01-01T20:35:33.563928] [INFO ] [main      ] Fetching symbol history for YUMC...
[2026-01-01T20:35:33.563981] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2026-01-01T20:35:33.564708] [INFO ] [main      ] Progress: 135/409 forecasts completed (33.0%). AAP finished in 0.7s. ETA: 46.9s. Rate: 350.49 forecasts/min
[2026-01-01T20:35:33.576004] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.576769] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2026-01-01T20:35:33.576820] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2026-01-01T20:35:33.576851] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2026-01-01T20:35:33.577652] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:33.577710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:33.578564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:33.581046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:33.581759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:33.589948] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.648733] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.660508] [INFO ] [LOCAL     ] AM: Saved forecast.
[2026-01-01T20:35:33.660598] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=44.9206%)
[2026-01-01T20:35:33.660993] [INFO ] [main      ] Fetching symbol history for REVG...
[2026-01-01T20:35:33.661047] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2026-01-01T20:35:33.662633] [INFO ] [main      ] Progress: 136/409 forecasts completed (33.3%). AM finished in 0.7s. ETA: 46.6s. Rate: 351.60 forecasts/min
[2026-01-01T20:35:33.674424] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.675297] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2026-01-01T20:35:33.675369] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2026-01-01T20:35:33.675419] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2026-01-01T20:35:33.676371] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:33.676444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:33.682172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:33.684179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:33.684691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:33.685182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:33.685655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:33.686414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:33.687453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-01T20:35:33.688270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:33.689599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:33.691709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:33.712453] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-01T20:35:33.712529] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-01T20:35:33.712961] [INFO ] [main      ] Fetching symbol history for TEX...
[2026-01-01T20:35:33.713016] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2026-01-01T20:35:33.713640] [INFO ] [main      ] Progress: 137/409 forecasts completed (33.5%). BSJS finished in 0.6s. ETA: 46.2s. Rate: 353.40 forecasts/min
[2026-01-01T20:35:33.725880] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.727541] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2026-01-01T20:35:33.727618] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2026-01-01T20:35:33.727652] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2026-01-01T20:35:33.728451] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:33.728513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:33.733625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:33.735686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:33.736174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:33.736641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:33.737780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:33.760710] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:33.838750] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-01T20:35:33.838826] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=45.4979%)
[2026-01-01T20:35:33.839255] [INFO ] [main      ] Fetching symbol history for WULF...
[2026-01-01T20:35:33.839308] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2026-01-01T20:35:33.839776] [INFO ] [main      ] Progress: 138/409 forecasts completed (33.7%). SRAD finished in 0.6s. ETA: 45.9s. Rate: 354.06 forecasts/min
[2026-01-01T20:35:33.851539] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:33.852304] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2026-01-01T20:35:33.852362] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2026-01-01T20:35:33.852396] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2026-01-01T20:35:33.853234] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:33.853298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:33.858246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:33.860165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:33.860681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:33.861111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:33.913099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:33.914457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:33.915933] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-31
[2026-01-01T20:35:33.918710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.036491] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.080306] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.080792] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.170040] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2026-01-01T20:35:34.170109] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=49.3652%)
[2026-01-01T20:35:34.170491] [INFO ] [main      ] Progress: 139/409 forecasts completed (34.0%). YUMC finished in 0.6s. ETA: 46.1s. Rate: 351.66 forecasts/min
[2026-01-01T20:35:34.170709] [INFO ] [main      ] Fetching symbol history for BIVI...
[2026-01-01T20:35:34.170759] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2026-01-01T20:35:34.183041] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.183753] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2026-01-01T20:35:34.183806] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2026-01-01T20:35:34.183839] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2026-01-01T20:35:34.184634] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:34.184708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:34.189878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:34.191840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:34.192316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:34.192960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:34.193349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:34.205037] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.234744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:34.235545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:34.236553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.252231] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.274556] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.306819] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2026-01-01T20:35:34.306895] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=46.1566%)
[2026-01-01T20:35:34.307364] [INFO ] [main      ] Fetching symbol history for IESC...
[2026-01-01T20:35:34.307416] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2026-01-01T20:35:34.307656] [INFO ] [main      ] Progress: 140/409 forecasts completed (34.2%). REVG finished in 0.6s. ETA: 45.8s. Rate: 352.15 forecasts/min
[2026-01-01T20:35:34.318997] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.320026] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2026-01-01T20:35:34.320078] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-01T20:35:34.320109] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2026-01-01T20:35:34.320906] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:34.320964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:34.323324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:34.324492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:34.327219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.347516] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2026-01-01T20:35:34.347604] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-2.83% (Conf=38.0518%)
[2026-01-01T20:35:34.347815] [INFO ] [main      ] Fetching symbol history for BLFY...
[2026-01-01T20:35:34.347859] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2026-01-01T20:35:34.348922] [INFO ] [main      ] Progress: 141/409 forecasts completed (34.5%). TEX finished in 0.6s. ETA: 45.4s. Rate: 354.05 forecasts/min
[2026-01-01T20:35:34.358894] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.359835] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2026-01-01T20:35:34.359886] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2026-01-01T20:35:34.359918] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2026-01-01T20:35:34.360708] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:34.360768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:34.362486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:34.363001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:34.363392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:34.365416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:34.366987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.447377] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.529357] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2026-01-01T20:35:34.529430] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=-5.67% (Conf=57.6498%)
[2026-01-01T20:35:34.529817] [INFO ] [main      ] Fetching symbol history for MCRB...
[2026-01-01T20:35:34.529870] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2026-01-01T20:35:34.530677] [INFO ] [main      ] Progress: 142/409 forecasts completed (34.7%). WULF finished in 0.7s. ETA: 45.3s. Rate: 353.87 forecasts/min
[2026-01-01T20:35:34.543041] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.544157] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2026-01-01T20:35:34.544211] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2026-01-01T20:35:34.544245] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2026-01-01T20:35:34.545085] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:34.545149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:34.576814] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.658312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:34.659351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:34.660070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.672378] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.708767] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-31
[2026-01-01T20:35:34.742439] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.845340] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.846635] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2026-01-01T20:35:34.846711] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=9.29% (Conf=26.6091%)
[2026-01-01T20:35:34.847184] [INFO ] [main      ] Fetching symbol history for TNL...
[2026-01-01T20:35:34.847237] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2026-01-01T20:35:34.847732] [INFO ] [main      ] Progress: 143/409 forecasts completed (35.0%). BIVI finished in 0.7s. ETA: 45.4s. Rate: 351.73 forecasts/min
[2026-01-01T20:35:34.858777] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.859938] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2026-01-01T20:35:34.859991] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2026-01-01T20:35:34.860021] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2026-01-01T20:35:34.861035] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:34.861094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:34.866024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:34.866841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:34.874820] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:34.940909] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2026-01-01T20:35:34.940987] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=43.4827%)
[2026-01-01T20:35:34.941423] [INFO ] [main      ] Fetching symbol history for EVN...
[2026-01-01T20:35:34.941476] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2026-01-01T20:35:34.942297] [INFO ] [main      ] Progress: 144/409 forecasts completed (35.2%). BLFY finished in 0.6s. ETA: 45.1s. Rate: 352.82 forecasts/min
[2026-01-01T20:35:34.953676] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:34.954645] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2026-01-01T20:35:34.954707] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2026-01-01T20:35:34.954738] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2026-01-01T20:35:34.955511] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:34.955590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:34.957940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:34.999704] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2026-01-01T20:35:34.999779] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=54.6362%)
[2026-01-01T20:35:35.000190] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-01T20:35:35.000252] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-01T20:35:35.001371] [INFO ] [main      ] Progress: 145/409 forecasts completed (35.5%). IESC finished in 0.7s. ETA: 44.7s. Rate: 354.42 forecasts/min
[2026-01-01T20:35:35.014062] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.015151] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-01T20:35:35.015206] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-01T20:35:35.015246] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-01T20:35:35.016324] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:35.016391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:35.017289] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.021560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.023544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:35.024071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:35.066834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:35.068792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:35.075322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:35.149383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.151468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:35.152381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:35.153489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:35.155425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.155395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:35.156722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:35.158563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:35.159831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:35.160534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.189933] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:35.215332] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.286556] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2026-01-01T20:35:35.286672] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=4.81% (Conf=46.8559%)
[2026-01-01T20:35:35.286903] [INFO ] [main      ] Fetching symbol history for DCTH...
[2026-01-01T20:35:35.286963] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2026-01-01T20:35:35.288653] [INFO ] [main      ] Progress: 146/409 forecasts completed (35.7%). MCRB finished in 0.8s. ETA: 44.7s. Rate: 352.73 forecasts/min
[2026-01-01T20:35:35.303322] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.304203] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2026-01-01T20:35:35.304264] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2026-01-01T20:35:35.304297] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2026-01-01T20:35:35.305263] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:35.305334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:35.310409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:35.311278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:35.313248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.383229] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:35.473995] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2026-01-01T20:35:35.474067] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=60.697%)
[2026-01-01T20:35:35.474426] [INFO ] [main      ] Fetching symbol history for AMBP...
[2026-01-01T20:35:35.474477] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2026-01-01T20:35:35.474655] [INFO ] [main      ] Progress: 147/409 forecasts completed (35.9%). TNL finished in 0.6s. ETA: 44.6s. Rate: 352.51 forecasts/min
[2026-01-01T20:35:35.485723] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.487123] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2026-01-01T20:35:35.487175] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2026-01-01T20:35:35.487206] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2026-01-01T20:35:35.488006] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:35.488066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.489789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:35.490304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:35.490204] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.492909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:35.493897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:35.494995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.506873] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.657192] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:35.658470] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.674246] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:35.725314] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2026-01-01T20:35:35.725384] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=58.914%)
[2026-01-01T20:35:35.725545] [INFO ] [main      ] Fetching symbol history for CDE...
[2026-01-01T20:35:35.725645] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2026-01-01T20:35:35.725892] [INFO ] [main      ] Progress: 148/409 forecasts completed (36.2%). EVN finished in 0.8s. ETA: 44.6s. Rate: 351.38 forecasts/min
[2026-01-01T20:35:35.737555] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.738349] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2026-01-01T20:35:35.738399] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2026-01-01T20:35:35.738431] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2026-01-01T20:35:35.739233] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:35.739303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:35.744055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.745822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:35.746293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:35.746746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:35.747477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:35.748775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.772039] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-01T20:35:35.772111] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=50.9731%)
[2026-01-01T20:35:35.772498] [INFO ] [main      ] Progress: 149/409 forecasts completed (36.4%). RHI finished in 0.8s. ETA: 44.2s. Rate: 353.10 forecasts/min
[2026-01-01T20:35:35.772661] [INFO ] [main      ] Fetching symbol history for TRIN...
[2026-01-01T20:35:35.772709] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2026-01-01T20:35:35.786311] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.789090] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2026-01-01T20:35:35.789150] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2026-01-01T20:35:35.789184] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2026-01-01T20:35:35.790044] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:35.790105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.791900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:35.792433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:35.792871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:35.844785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:35.845302] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-31
[2026-01-01T20:35:35.851514] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:35.926583] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2026-01-01T20:35:35.926672] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=46.5563%)
[2026-01-01T20:35:35.926870] [INFO ] [main      ] Fetching symbol history for STLD...
[2026-01-01T20:35:35.926917] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2026-01-01T20:35:35.928673] [INFO ] [main      ] Progress: 150/409 forecasts completed (36.7%). DCTH finished in 0.6s. ETA: 44.0s. Rate: 353.29 forecasts/min
[2026-01-01T20:35:35.940729] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:35.941552] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2026-01-01T20:35:35.941628] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2026-01-01T20:35:35.941663] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2026-01-01T20:35:35.942533] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:35.942617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:35.949057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:35.951249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:35.951797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:35.952210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:35.952988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:35.997569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:36.000432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:36.005517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:36.006992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.016797] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.073265] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2026-01-01T20:35:36.073344] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=53.1095%)
[2026-01-01T20:35:36.073749] [INFO ] [main      ] Fetching symbol history for PNFP...
[2026-01-01T20:35:36.073805] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2026-01-01T20:35:36.074633] [INFO ] [main      ] Progress: 151/409 forecasts completed (36.9%). AMBP finished in 0.6s. ETA: 43.8s. Rate: 353.62 forecasts/min
[2026-01-01T20:35:36.085642] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.086488] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2026-01-01T20:35:36.086539] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2026-01-01T20:35:36.086590] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2026-01-01T20:35:36.087226] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.087374] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:36.087436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:36.092589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:36.095158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:36.096511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:36.097608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.189919] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.254075] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.331027] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2026-01-01T20:35:36.331097] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-3.73% (Conf=48.4988%)
[2026-01-01T20:35:36.331484] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-01T20:35:36.331535] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-01T20:35:36.332652] [INFO ] [main      ] Progress: 152/409 forecasts completed (37.2%). CDE finished in 0.6s. ETA: 43.8s. Rate: 352.42 forecasts/min
[2026-01-01T20:35:36.343135] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.344069] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-01T20:35:36.344120] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-01T20:35:36.344151] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-01T20:35:36.344938] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:36.344996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:36.345743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.362006] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.373173] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.425022] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2026-01-01T20:35:36.425097] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=63.1627%)
[2026-01-01T20:35:36.425290] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-01T20:35:36.425337] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-01T20:35:36.426670] [INFO ] [main      ] Progress: 153/409 forecasts completed (37.4%). TRIN finished in 0.7s. ETA: 43.5s. Rate: 353.45 forecasts/min
[2026-01-01T20:35:36.439997] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.441191] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-01T20:35:36.441255] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-01T20:35:36.441306] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-01T20:35:36.442195] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:36.442264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:36.444365] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.447934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:36.448761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:36.450667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:36.451164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:36.452282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:36.454359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:36.457206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.554677] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.617607] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.680539] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.683821] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2026-01-01T20:35:36.683898] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=60.1177%)
[2026-01-01T20:35:36.684274] [INFO ] [main      ] Fetching symbol history for BNS...
[2026-01-01T20:35:36.684327] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2026-01-01T20:35:36.684662] [INFO ] [main      ] Progress: 154/409 forecasts completed (37.7%). STLD finished in 0.8s. ETA: 43.4s. Rate: 352.26 forecasts/min
[2026-01-01T20:35:36.696099] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.697014] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2026-01-01T20:35:36.697066] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2026-01-01T20:35:36.697099] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2026-01-01T20:35:36.697930] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:36.697990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:36.703117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:36.705710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.732512] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2026-01-01T20:35:36.732613] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=-4.37% (Conf=53.7544%)
[2026-01-01T20:35:36.733014] [INFO ] [main      ] Fetching symbol history for REYN...
[2026-01-01T20:35:36.733072] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2026-01-01T20:35:36.733644] [INFO ] [main      ] Progress: 155/409 forecasts completed (37.9%). PNFP finished in 0.7s. ETA: 43.1s. Rate: 353.89 forecasts/min
[2026-01-01T20:35:36.746248] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.747350] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2026-01-01T20:35:36.747404] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2026-01-01T20:35:36.747437] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2026-01-01T20:35:36.748248] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:36.748319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:36.753327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:36.755168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:36.755691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:36.756093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:36.758870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.813969] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-31
[2026-01-01T20:35:36.848678] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:36.918175] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-01T20:35:36.918247] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=55.5928%)
[2026-01-01T20:35:36.918593] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-01T20:35:36.918644] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-01T20:35:36.919664] [INFO ] [main      ] Progress: 156/409 forecasts completed (38.1%). AIPI finished in 0.6s. ETA: 42.9s. Rate: 353.67 forecasts/min
[2026-01-01T20:35:36.930996] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:36.932185] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-01T20:35:36.932242] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-01T20:35:36.932274] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-01T20:35:36.933071] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:36.933130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:36.937874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:36.938705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:36.939418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:36.940562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:36.990299] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.068196] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-01T20:35:37.068268] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=54.9689%)
[2026-01-01T20:35:37.068656] [INFO ] [main      ] Progress: 157/409 forecasts completed (38.4%). VSTS finished in 0.6s. ETA: 42.7s. Rate: 353.94 forecasts/min
[2026-01-01T20:35:37.068781] [INFO ] [main      ] Fetching symbol history for MBC...
[2026-01-01T20:35:37.068824] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2026-01-01T20:35:37.077412] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.081364] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.082210] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2026-01-01T20:35:37.082278] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2026-01-01T20:35:37.082315] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2026-01-01T20:35:37.083109] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:37.083168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:37.083889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:37.089735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:37.114603] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.256250] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.281274] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.286893] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.334620] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2026-01-01T20:35:37.334704] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=61.9645%)
[2026-01-01T20:35:37.335138] [INFO ] [main      ] Fetching symbol history for IMMX...
[2026-01-01T20:35:37.335191] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2026-01-01T20:35:37.335648] [INFO ] [main      ] Progress: 158/409 forecasts completed (38.6%). BNS finished in 0.7s. ETA: 42.7s. Rate: 352.66 forecasts/min
[2026-01-01T20:35:37.346943] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.347844] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2026-01-01T20:35:37.347927] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2026-01-01T20:35:37.347961] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2026-01-01T20:35:37.348875] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:37.348938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:37.356827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:37.359060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:37.359616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:37.360026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:37.362273] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2026-01-01T20:35:37.362343] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=56.029%)
[2026-01-01T20:35:37.362770] [INFO ] [main      ] Progress: 159/409 forecasts completed (38.9%). REYN finished in 0.6s. ETA: 42.3s. Rate: 354.53 forecasts/min
[2026-01-01T20:35:37.362964] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-01T20:35:37.363026] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-01T20:35:37.375845] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.376652] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-01T20:35:37.376705] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-01T20:35:37.376736] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-01T20:35:37.377505] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:37.377567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:37.382727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:37.383664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:37.384963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:37.385660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:37.453036] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.470756] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.563340] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-01T20:35:37.563409] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-4.28% (Conf=49.0998%)
[2026-01-01T20:35:37.563595] [INFO ] [main      ] Fetching symbol history for JHX...
[2026-01-01T20:35:37.563640] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2026-01-01T20:35:37.564780] [INFO ] [main      ] Progress: 160/409 forecasts completed (39.1%). OXM finished in 0.6s. ETA: 42.2s. Rate: 354.10 forecasts/min
[2026-01-01T20:35:37.575088] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.577774] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2026-01-01T20:35:37.577839] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2026-01-01T20:35:37.577880] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2026-01-01T20:35:37.578661] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:37.578718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:37.579629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:37.580631] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:37.648039] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.715624] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2026-01-01T20:35:37.715704] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=59.3782%)
[2026-01-01T20:35:37.715875] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-01T20:35:37.715922] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-01T20:35:37.717656] [INFO ] [main      ] Progress: 161/409 forecasts completed (39.4%). MBC finished in 0.6s. ETA: 42.0s. Rate: 354.32 forecasts/min
[2026-01-01T20:35:37.728092] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.729067] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-01T20:35:37.729120] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-01T20:35:37.729151] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-01T20:35:37.729955] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:37.730016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:37.734970] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.734829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:37.739000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:37.742939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:37.744105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:37.745265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:37.767074] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.913303] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.918844] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-31
[2026-01-01T20:35:37.941193] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:37.973662] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2026-01-01T20:35:37.973737] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=45.6358%)
[2026-01-01T20:35:37.974118] [INFO ] [main      ] Fetching symbol history for COP...
[2026-01-01T20:35:37.974169] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2026-01-01T20:35:37.974695] [INFO ] [main      ] Progress: 162/409 forecasts completed (39.6%). IMMX finished in 0.6s. ETA: 42.0s. Rate: 353.19 forecasts/min
[2026-01-01T20:35:37.988115] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:37.989019] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2026-01-01T20:35:37.989074] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2026-01-01T20:35:37.989106] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2026-01-01T20:35:37.989990] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:37.990054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:37.995037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:37.996880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:37.997406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:37.997911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:37.998861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.018354] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-01T20:35:38.018422] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=3.37% (Conf=47.277%)
[2026-01-01T20:35:38.018827] [INFO ] [main      ] Fetching symbol history for BCAL...
[2026-01-01T20:35:38.018879] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2026-01-01T20:35:38.020638] [INFO ] [main      ] Progress: 163/409 forecasts completed (39.9%). PD finished in 0.7s. ETA: 41.6s. Rate: 354.78 forecasts/min
[2026-01-01T20:35:38.030730] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.031835] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2026-01-01T20:35:38.031893] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2026-01-01T20:35:38.031926] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2026-01-01T20:35:38.032771] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:38.032832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:38.034598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:38.035131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:38.084743] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:38.091989] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-31
[2026-01-01T20:35:38.156536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:38.160238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:38.162422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.171782] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2026-01-01T20:35:38.171852] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=49.3991%)
[2026-01-01T20:35:38.172248] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-01T20:35:38.172299] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-01T20:35:38.173088] [INFO ] [main      ] Progress: 164/409 forecasts completed (40.1%). JHX finished in 0.6s. ETA: 41.4s. Rate: 354.99 forecasts/min
[2026-01-01T20:35:38.183976] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.184938] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-01T20:35:38.184992] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-01T20:35:38.185023] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-01T20:35:38.185817] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:38.185878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:38.262517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:38.264000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:38.263541] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:38.266866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:38.269247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:38.273080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:38.273818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.345786] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-01T20:35:38.345857] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=51.2772%)
[2026-01-01T20:35:38.346232] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-01T20:35:38.346283] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-01T20:35:38.346694] [INFO ] [main      ] Progress: 165/409 forecasts completed (40.3%). PNQI finished in 0.6s. ETA: 41.2s. Rate: 354.93 forecasts/min
[2026-01-01T20:35:38.357615] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.358479] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-01T20:35:38.358536] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-01T20:35:38.358567] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-01T20:35:38.359383] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:38.359444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:38.361120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:38.361660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:38.362047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:38.362993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:38.418602] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-31
[2026-01-01T20:35:38.437042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:38.438192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.585856] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-31
[2026-01-01T20:35:38.590465] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:38.614702] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-31
[2026-01-01T20:35:38.708838] [INFO ] [LOCAL     ] COP: Saved forecast.
[2026-01-01T20:35:38.708916] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=63.2958%)
[2026-01-01T20:35:38.709378] [INFO ] [main      ] Fetching symbol history for JKS...
[2026-01-01T20:35:38.709431] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2026-01-01T20:35:38.709712] [INFO ] [main      ] Progress: 166/409 forecasts completed (40.6%). COP finished in 0.7s. ETA: 41.4s. Rate: 352.50 forecasts/min
[2026-01-01T20:35:38.721133] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.722005] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2026-01-01T20:35:38.722061] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-01T20:35:38.722094] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2026-01-01T20:35:38.722887] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:38.722948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:38.727730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:38.728694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:38.731419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:38.734763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:38.736786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:38.738497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.757504] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:38.780337] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-31
[2026-01-01T20:35:38.784188] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:38.826107] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2026-01-01T20:35:38.826186] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=61.8303%)
[2026-01-01T20:35:38.826663] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-01T20:35:38.826726] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-01T20:35:38.826689] [INFO ] [main      ] Progress: 167/409 forecasts completed (40.8%). BCAL finished in 0.8s. ETA: 41.1s. Rate: 353.16 forecasts/min
[2026-01-01T20:35:38.838220] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.839531] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-01T20:35:38.839604] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-01T20:35:38.839640] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-01T20:35:38.840458] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:38.840524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:38.845490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:38.845628] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-01T20:35:38.845696] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=69.7114%)
[2026-01-01T20:35:38.845893] [INFO ] [main      ] Fetching symbol history for JACK...
[2026-01-01T20:35:38.845939] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2026-01-01T20:35:38.846937] [INFO ] [main      ] Progress: 168/409 forecasts completed (41.1%). BEPI finished in 0.7s. ETA: 40.7s. Rate: 355.02 forecasts/min
[2026-01-01T20:35:38.847730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:38.848250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:38.848752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:38.849723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:38.852237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:38.858377] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:38.859379] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2026-01-01T20:35:38.859433] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2026-01-01T20:35:38.859467] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2026-01-01T20:35:38.860273] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:38.860337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:38.862057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:38.862603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:38.863007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:38.863785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:38.864661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:38.904056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:38.905218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.964670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:38.965679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:38.979380] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.109481] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-31
[2026-01-01T20:35:39.165288] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-01T20:35:39.165364] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=52.783%)
[2026-01-01T20:35:39.165765] [INFO ] [main      ] Fetching symbol history for BBWI...
[2026-01-01T20:35:39.165817] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2026-01-01T20:35:39.166888] [INFO ] [main      ] Progress: 169/409 forecasts completed (41.3%). MANH finished in 0.8s. ETA: 40.8s. Rate: 353.16 forecasts/min
[2026-01-01T20:35:39.178508] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:39.180124] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2026-01-01T20:35:39.180183] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2026-01-01T20:35:39.180214] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2026-01-01T20:35:39.181264] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:39.181324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:39.186198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:39.187281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:39.188115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:39.188816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:39.260440] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-31
[2026-01-01T20:35:39.293265] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.352985] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-31
[2026-01-01T20:35:39.392669] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2026-01-01T20:35:39.392752] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-6.86% (Conf=57.1141%)
[2026-01-01T20:35:39.393221] [INFO ] [main      ] Fetching symbol history for MTRX...
[2026-01-01T20:35:39.393276] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2026-01-01T20:35:39.393691] [INFO ] [main      ] Progress: 170/409 forecasts completed (41.6%). JKS finished in 0.7s. ETA: 40.7s. Rate: 352.46 forecasts/min
[2026-01-01T20:35:39.406348] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:39.407430] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2026-01-01T20:35:39.407489] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2026-01-01T20:35:39.407533] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2026-01-01T20:35:39.408426] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:39.408490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:39.413448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:39.415263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:39.415776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:39.416177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:39.417543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:39.430731] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.528469] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2026-01-01T20:35:39.528567] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=51.7019%)
[2026-01-01T20:35:39.528822] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-01T20:35:39.528871] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-01T20:35:39.530479] [INFO ] [main      ] Progress: 171/409 forecasts completed (41.8%). JACK finished in 0.7s. ETA: 40.5s. Rate: 352.86 forecasts/min
[2026-01-01T20:35:39.531920] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.542727] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:39.543873] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-01T20:35:39.543944] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-01T20:35:39.543989] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-01T20:35:39.544983] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:39.545052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:39.545838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:39.575838] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-31
[2026-01-01T20:35:39.597606] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-01T20:35:39.597687] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=65.1725%)
[2026-01-01T20:35:39.598082] [INFO ] [main      ] Progress: 172/409 forecasts completed (42.1%). AFCG finished in 0.8s. ETA: 40.2s. Rate: 354.10 forecasts/min
[2026-01-01T20:35:39.598213] [INFO ] [main      ] Fetching symbol history for VRA...
[2026-01-01T20:35:39.598257] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2026-01-01T20:35:39.611279] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:39.612249] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2026-01-01T20:35:39.612302] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2026-01-01T20:35:39.612334] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2026-01-01T20:35:39.613149] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:39.613213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:39.618198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:39.619088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:39.626248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:39.628642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:39.630059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:39.732373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:39.733886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:39.734656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:39.750956] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.785049] [DEBUG] [MAG       ] MTRX: Last date is validated at 2025-12-31
[2026-01-01T20:35:39.842494] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2026-01-01T20:35:39.842566] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=65.576%)
[2026-01-01T20:35:39.842968] [INFO ] [main      ] Fetching symbol history for RDY...
[2026-01-01T20:35:39.843020] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2026-01-01T20:35:39.843666] [INFO ] [main      ] Progress: 173/409 forecasts completed (42.3%). BBWI finished in 0.7s. ETA: 40.1s. Rate: 353.19 forecasts/min
[2026-01-01T20:35:39.854497] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:39.855703] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2026-01-01T20:35:39.855759] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2026-01-01T20:35:39.855791] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2026-01-01T20:35:39.856656] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:39.856728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:39.859157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:39.860226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:39.955773] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:39.980458] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.026907] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2026-01-01T20:35:40.026977] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.5046%)
[2026-01-01T20:35:40.027347] [INFO ] [main      ] Fetching symbol history for PSX...
[2026-01-01T20:35:40.027398] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2026-01-01T20:35:40.028620] [INFO ] [main      ] Progress: 174/409 forecasts completed (42.5%). MTRX finished in 0.6s. ETA: 39.9s. Rate: 353.01 forecasts/min
[2026-01-01T20:35:40.039597] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.040611] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2026-01-01T20:35:40.040869] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2026-01-01T20:35:40.040911] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2026-01-01T20:35:40.041792] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:40.041854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:40.043700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:40.044222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:40.045075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:40.048320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:40.086034] [DEBUG] [MAG       ] VRA: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.131108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.169004] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:40.209857] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.257953] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:40.270800] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-01T20:35:40.270869] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=46.496%)
[2026-01-01T20:35:40.271249] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-01T20:35:40.271300] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-01T20:35:40.271655] [INFO ] [main      ] Progress: 175/409 forecasts completed (42.8%). AMN finished in 0.7s. ETA: 39.9s. Rate: 352.14 forecasts/min
[2026-01-01T20:35:40.284107] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.285421] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-01T20:35:40.285486] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-01T20:35:40.285528] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-01T20:35:40.286514] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-01T20:35:40.286660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:40.292039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:40.294053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:40.294553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:40.295241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:40.295659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:40.296414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:40.297283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:40.300112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:40.319181] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2026-01-01T20:35:40.319262] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=5.48% (Conf=48.6692%)
[2026-01-01T20:35:40.319671] [INFO ] [main      ] Progress: 176/409 forecasts completed (43.0%). VRA finished in 0.7s. ETA: 39.5s. Rate: 353.58 forecasts/min
[2026-01-01T20:35:40.319798] [INFO ] [main      ] Fetching symbol history for TEM...
[2026-01-01T20:35:40.319841] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2026-01-01T20:35:40.331350] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.333489] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2026-01-01T20:35:40.333543] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2026-01-01T20:35:40.333588] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2026-01-01T20:35:40.334559] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:40.334662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:40.336360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:40.336920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:40.337321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:40.338265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:40.339442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:40.340467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.384134] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:40.419888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:40.421996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:40.445482] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2026-01-01T20:35:40.445554] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=48.8976%)
[2026-01-01T20:35:40.445960] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2026-01-01T20:35:40.446011] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2026-01-01T20:35:40.447659] [INFO ] [main      ] Progress: 177/409 forecasts completed (43.3%). RDY finished in 0.6s. ETA: 39.3s. Rate: 354.08 forecasts/min
[2026-01-01T20:35:40.458351] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.459666] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2026-01-01T20:35:40.459721] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2026-01-01T20:35:40.459751] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2026-01-01T20:35:40.460560] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:40.460643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:40.463480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:40.464768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:40.465654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:40.466740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:40.469297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.487539] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.505754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:40.506808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:40.508131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:40.594601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:40.595531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:40.597544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:40.600508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:40.601642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:40.603861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:40.604658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:40.609082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:40.610308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:40.611759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:40.613738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:40.616761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:40.617455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:40.618207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:40.620367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:40.621512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:40.622269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:40.623080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-01T20:35:40.623860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:40.626788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:40.628441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:40.631016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:40.633337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:40.637351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:40.656356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:40.656483] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:40.657746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:40.659590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:40.660338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:40.662020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:40.663748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:40.665036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:40.666549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:40.668089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:40.670415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:40.672063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:40.675077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:40.677015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:40.682594] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.683316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.777386] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2026-01-01T20:35:40.777453] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=59.9376%)
[2026-01-01T20:35:40.777862] [INFO ] [main      ] Fetching symbol history for POWI...
[2026-01-01T20:35:40.777916] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2026-01-01T20:35:40.778635] [INFO ] [main      ] Progress: 178/409 forecasts completed (43.5%). PSX finished in 0.7s. ETA: 39.4s. Rate: 352.19 forecasts/min
[2026-01-01T20:35:40.789214] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.790339] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2026-01-01T20:35:40.790394] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2026-01-01T20:35:40.790426] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2026-01-01T20:35:40.791257] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:40.791317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:40.793013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:40.793525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:40.793937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:40.796279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:40.814653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.824322] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-31
[2026-01-01T20:35:40.855628] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:40.976504] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2026-01-01T20:35:40.976628] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-3.44% (Conf=58.1967%)
[2026-01-01T20:35:40.976813] [INFO ] [main      ] Fetching symbol history for FDUS...
[2026-01-01T20:35:40.976860] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2026-01-01T20:35:40.977838] [INFO ] [main      ] Progress: 179/409 forecasts completed (43.8%). TEM finished in 0.7s. ETA: 39.2s. Rate: 351.86 forecasts/min
[2026-01-01T20:35:40.988443] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:40.989552] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2026-01-01T20:35:40.989623] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2026-01-01T20:35:40.989656] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2026-01-01T20:35:40.990473] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:40.990533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:40.992350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:40.992893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:40.994188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:40.994655] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:41.051886] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.054218] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2026-01-01T20:35:41.054288] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=51.456%)
[2026-01-01T20:35:41.054704] [INFO ] [main      ] Fetching symbol history for CMTL...
[2026-01-01T20:35:41.054760] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2026-01-01T20:35:41.055665] [INFO ] [main      ] Progress: 180/409 forecasts completed (44.0%). CHSCL finished in 0.6s. ETA: 38.9s. Rate: 352.92 forecasts/min
[2026-01-01T20:35:41.066337] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:41.067684] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2026-01-01T20:35:41.067746] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2026-01-01T20:35:41.067778] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2026-01-01T20:35:41.070835] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:41.070904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:41.075833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:41.076686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:41.078499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:41.083087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:41.177607] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.219804] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:41.337236] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.348754] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:41.421384] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.462518] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2026-01-01T20:35:41.462614] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=-6.91% (Conf=59.1634%)
[2026-01-01T20:35:41.463042] [INFO ] [main      ] Fetching symbol history for ASH...
[2026-01-01T20:35:41.463097] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2026-01-01T20:35:41.463659] [INFO ] [main      ] Progress: 181/409 forecasts completed (44.3%). POWI finished in 0.7s. ETA: 39.1s. Rate: 350.21 forecasts/min
[2026-01-01T20:35:41.475078] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:41.475848] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2026-01-01T20:35:41.475903] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2026-01-01T20:35:41.475935] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2026-01-01T20:35:41.476760] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:41.476828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:41.479234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:41.483249] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-01T20:35:41.483328] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-01T20:35:41.483561] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-01T20:35:41.483629] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-01T20:35:41.485052] [INFO ] [main      ] Progress: 182/409 forecasts completed (44.5%). BSCQ finished in 1.2s. ETA: 38.7s. Rate: 351.91 forecasts/min
[2026-01-01T20:35:41.496930] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:41.498640] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-01T20:35:41.498702] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-01T20:35:41.498735] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-01T20:35:41.499693] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:41.499760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:41.500886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:41.502451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:41.506025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:41.506534] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:41.506902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:41.508798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:41.568740] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2026-01-01T20:35:41.568811] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=56.3299%)
[2026-01-01T20:35:41.569222] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-01T20:35:41.569275] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-01T20:35:41.569665] [INFO ] [main      ] Progress: 183/409 forecasts completed (44.7%). FDUS finished in 0.6s. ETA: 38.4s. Rate: 352.88 forecasts/min
[2026-01-01T20:35:41.581829] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:41.582772] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-01T20:35:41.582824] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-01T20:35:41.583183] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-01T20:35:41.583986] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:41.584044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:41.588851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:41.589873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:41.591761] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:41.656875] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2026-01-01T20:35:41.656946] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-8.62% (Conf=63.4976%)
[2026-01-01T20:35:41.657431] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-01T20:35:41.657484] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-01T20:35:41.657670] [INFO ] [main      ] Progress: 184/409 forecasts completed (45.0%). CMTL finished in 0.6s. ETA: 38.2s. Rate: 353.81 forecasts/min
[2026-01-01T20:35:41.669260] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:41.670168] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-01T20:35:41.670220] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-01T20:35:41.670251] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-01T20:35:41.671057] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-01T20:35:41.671152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:41.675951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:41.677736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:41.678221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:41.678688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:41.679103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:41.679865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:41.680670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:41.683048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:41.791544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:41.793490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:41.834705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:41.835802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:41.840687] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.861104] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.880142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:41.881196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:41.882406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:41.931423] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-31
[2026-01-01T20:35:41.960363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:41.961239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:41.963071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:41.965845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:41.966936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:41.968970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:41.969749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:41.974009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:41.975178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:41.976500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:41.978070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:41.981008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:41.981685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:41.982387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:41.984406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:41.985499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:41.986213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:41.986926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-01T20:35:41.987647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:41.990387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:41.992086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:41.994520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:41.996740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:42.000591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:42.018445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:42.018517] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.019744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:42.021443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:42.022182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:42.023800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:42.025368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:42.026285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:42.027594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:42.028907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:42.031185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:42.032948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.036376] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.101342] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.110408] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2026-01-01T20:35:42.110481] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=39.9818%)
[2026-01-01T20:35:42.110898] [INFO ] [main      ] Progress: 185/409 forecasts completed (45.2%). ASH finished in 0.6s. ETA: 38.3s. Rate: 350.64 forecasts/min
[2026-01-01T20:35:42.111034] [INFO ] [main      ] Fetching symbol history for INSG...
[2026-01-01T20:35:42.111078] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2026-01-01T20:35:42.122834] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.123748] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2026-01-01T20:35:42.123801] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2026-01-01T20:35:42.123834] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2026-01-01T20:35:42.124635] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:42.124698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:42.126388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:42.126922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:42.127365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:42.128132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:42.129034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:42.130659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.140064] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-01T20:35:42.140138] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=37.2419%)
[2026-01-01T20:35:42.140563] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-01T20:35:42.140632] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-01T20:35:42.141411] [INFO ] [main      ] Progress: 186/409 forecasts completed (45.5%). LEA finished in 0.7s. ETA: 38.0s. Rate: 352.19 forecasts/min
[2026-01-01T20:35:42.152236] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.153088] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-01T20:35:42.153148] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-01T20:35:42.153181] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-01T20:35:42.154055] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:42.154118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:42.159318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:42.161312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:42.161867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:42.178314] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-01T20:35:42.178384] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=58.053%)
[2026-01-01T20:35:42.178793] [INFO ] [main      ] Fetching symbol history for VC...
[2026-01-01T20:35:42.178847] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2026-01-01T20:35:42.180059] [INFO ] [main      ] Progress: 187/409 forecasts completed (45.7%). MGNI finished in 0.6s. ETA: 37.7s. Rate: 353.65 forecasts/min
[2026-01-01T20:35:42.180897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.191482] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.192265] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2026-01-01T20:35:42.192322] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2026-01-01T20:35:42.192353] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2026-01-01T20:35:42.193146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:42.193205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:42.197943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:42.307891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:42.308818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.385165] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-31
[2026-01-01T20:35:42.483048] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-31
[2026-01-01T20:35:42.533103] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-31
[2026-01-01T20:35:42.564067] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.650690] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-31
[2026-01-01T20:35:42.659435] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.704424] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.737927] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2026-01-01T20:35:42.738001] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=58.2599%)
[2026-01-01T20:35:42.738360] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-01T20:35:42.738410] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-01T20:35:42.739425] [INFO ] [main      ] Progress: 188/409 forecasts completed (46.0%). INSG finished in 0.6s. ETA: 38.0s. Rate: 349.39 forecasts/min
[2026-01-01T20:35:42.750164] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.751138] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-01T20:35:42.751199] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-01T20:35:42.751230] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-01T20:35:42.752083] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:42.752146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:42.757008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:42.758909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:42.759423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:42.759881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:42.760274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:42.762589] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-01T20:35:42.762659] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=41.3252%)
[2026-01-01T20:35:42.762818] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-01T20:35:42.762862] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-01T20:35:42.764322] [INFO ] [main      ] Progress: 189/409 forecasts completed (46.2%). EVF finished in 0.6s. ETA: 37.6s. Rate: 350.97 forecasts/min
[2026-01-01T20:35:42.774444] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.775627] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-01T20:35:42.775680] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-01T20:35:42.775710] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-01T20:35:42.776481] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:42.776540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:42.781417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:42.783191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:42.783693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:42.784467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.827818] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:42.829929] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-01T20:35:42.829996] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-01T20:35:42.830405] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2026-01-01T20:35:42.830458] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2026-01-01T20:35:42.830663] [INFO ] [main      ] Progress: 190/409 forecasts completed (46.5%). FTSM finished in 1.2s. ETA: 37.3s. Rate: 352.11 forecasts/min
[2026-01-01T20:35:42.842598] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.843752] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2026-01-01T20:35:42.843808] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2026-01-01T20:35:42.843865] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2026-01-01T20:35:42.844689] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:42.848111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:42.850098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:42.850673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:42.851120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:42.852044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:42.870691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.929276] [INFO ] [LOCAL     ] VC: Saved forecast.
[2026-01-01T20:35:42.929349] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-3.86% (Conf=52.5462%)
[2026-01-01T20:35:42.929753] [INFO ] [main      ] Fetching symbol history for PGJ...
[2026-01-01T20:35:42.929813] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2026-01-01T20:35:42.930708] [INFO ] [main      ] Progress: 191/409 forecasts completed (46.7%). VC finished in 0.8s. ETA: 37.1s. Rate: 352.87 forecasts/min
[2026-01-01T20:35:42.941356] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:42.942443] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2026-01-01T20:35:42.942498] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2026-01-01T20:35:42.942530] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2026-01-01T20:35:42.943923] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:42.943996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:42.967371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:42.968664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:42.983788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:43.143193] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.207844] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.315656] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:43.324495] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.329046] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.373952] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-01T20:35:43.374023] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=56.3261%)
[2026-01-01T20:35:43.374413] [INFO ] [main      ] Fetching symbol history for LYRA...
[2026-01-01T20:35:43.374465] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2026-01-01T20:35:43.374337] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:43.374654] [INFO ] [main      ] Progress: 192/409 forecasts completed (46.9%). PLUG finished in 0.6s. ETA: 37.2s. Rate: 349.93 forecasts/min
[2026-01-01T20:35:43.386007] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:43.387012] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2026-01-01T20:35:43.387064] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2026-01-01T20:35:43.387097] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2026-01-01T20:35:43.387918] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:43.387980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:43.388684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:43.389442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:43.392322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:43.458395] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-01T20:35:43.458468] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=44.8836%)
[2026-01-01T20:35:43.459005] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2026-01-01T20:35:43.459058] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2026-01-01T20:35:43.459633] [INFO ] [main      ] Progress: 193/409 forecasts completed (47.2%). PRGO finished in 0.7s. ETA: 36.9s. Rate: 350.85 forecasts/min
[2026-01-01T20:35:43.471842] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:43.472660] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2026-01-01T20:35:43.472713] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2026-01-01T20:35:43.472746] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2026-01-01T20:35:43.473563] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:43.493958] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:43.497928] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:43.553807] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2026-01-01T20:35:43.553890] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=33.6073%)
[2026-01-01T20:35:43.554292] [INFO ] [main      ] Fetching symbol history for CPK...
[2026-01-01T20:35:43.554286] [INFO ] [main      ] Progress: 194/409 forecasts completed (47.4%). CHSCN finished in 0.7s. ETA: 36.7s. Rate: 351.66 forecasts/min
[2026-01-01T20:35:43.554345] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2026-01-01T20:35:43.566542] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:43.567489] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2026-01-01T20:35:43.567539] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2026-01-01T20:35:43.567569] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2026-01-01T20:35:43.568368] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:43.568430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:43.572482] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2026-01-01T20:35:43.572548] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=60.4656%)
[2026-01-01T20:35:43.572931] [INFO ] [main      ] Fetching symbol history for NRC...
[2026-01-01T20:35:43.572982] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2026-01-01T20:35:43.573392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:43.573808] [INFO ] [main      ] Progress: 195/409 forecasts completed (47.7%). PGJ finished in 0.6s. ETA: 36.3s. Rate: 353.26 forecasts/min
[2026-01-01T20:35:43.576273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:43.576860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:43.577254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:43.578216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:43.579472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:43.580528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:43.581743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:43.582859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:43.585562] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:43.586418] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2026-01-01T20:35:43.586468] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2026-01-01T20:35:43.586498] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2026-01-01T20:35:43.587283] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:43.587345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:43.589069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:43.589594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:43.590077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:43.590645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:43.593218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:43.633470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:43.635349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:43.636500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:43.742542] [DEBUG] [MAG       ] LYRA: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.841363] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.915093] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:43.927756] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-31
[2026-01-01T20:35:43.980123] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-31
[2026-01-01T20:35:44.020987] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.038902] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2026-01-01T20:35:44.039003] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=15.32% (Conf=33.3437%)
[2026-01-01T20:35:44.039389] [INFO ] [main      ] Fetching symbol history for UAL...
[2026-01-01T20:35:44.039443] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2026-01-01T20:35:44.039655] [INFO ] [main      ] Progress: 196/409 forecasts completed (47.9%). LYRA finished in 0.7s. ETA: 36.5s. Rate: 350.15 forecasts/min
[2026-01-01T20:35:44.095103] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2026-01-01T20:35:44.095179] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=54.1706%)
[2026-01-01T20:35:44.095386] [INFO ] [main      ] Fetching symbol history for NOMD...
[2026-01-01T20:35:44.095432] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2026-01-01T20:35:44.095794] [INFO ] [main      ] Progress: 197/409 forecasts completed (48.2%). GPIQ finished in 0.6s. ETA: 36.2s. Rate: 351.35 forecasts/min
[2026-01-01T20:35:44.098374] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.156188] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.179613] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.179967] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.180407] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2026-01-01T20:35:44.180468] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-01T20:35:44.180501] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2026-01-01T20:35:44.180955] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2026-01-01T20:35:44.181161] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-01T20:35:44.181225] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2026-01-01T20:35:44.181259] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:44.181320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:44.182565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:44.182647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:44.186111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:44.187525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:44.197964] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2026-01-01T20:35:44.198037] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=69.7337%)
[2026-01-01T20:35:44.198232] [INFO ] [main      ] Fetching symbol history for BOC...
[2026-01-01T20:35:44.198277] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2026-01-01T20:35:44.199772] [INFO ] [main      ] Progress: 198/409 forecasts completed (48.4%). CPK finished in 0.6s. ETA: 36.0s. Rate: 352.05 forecasts/min
[2026-01-01T20:35:44.211443] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.212325] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2026-01-01T20:35:44.212377] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2026-01-01T20:35:44.212407] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2026-01-01T20:35:44.213241] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:44.213301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:44.215057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:44.215587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:44.216013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:44.229044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:44.230428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:44.231827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:44.234030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:44.234784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.264037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.300527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:44.301871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:44.303918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.314903] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2026-01-01T20:35:44.314972] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=52.0521%)
[2026-01-01T20:35:44.315332] [INFO ] [main      ] Fetching symbol history for TWFG...
[2026-01-01T20:35:44.315383] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2026-01-01T20:35:44.315637] [INFO ] [main      ] Progress: 199/409 forecasts completed (48.7%). NRC finished in 0.7s. ETA: 35.7s. Rate: 352.61 forecasts/min
[2026-01-01T20:35:44.329228] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.330079] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2026-01-01T20:35:44.330141] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-01T20:35:44.330173] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2026-01-01T20:35:44.330956] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:44.331028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:44.332919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:44.333463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:44.333918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:44.336148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:44.338450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:44.340228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.586234] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-31
[2026-01-01T20:35:44.605423] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-31
[2026-01-01T20:35:44.650279] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-31
[2026-01-01T20:35:44.685894] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-31
[2026-01-01T20:35:44.753476] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.770341] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.816225] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.828140] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2026-01-01T20:35:44.828210] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=57.1138%)
[2026-01-01T20:35:44.828522] [INFO ] [main      ] Fetching symbol history for MGTX...
[2026-01-01T20:35:44.828586] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2026-01-01T20:35:44.829654] [INFO ] [main      ] Progress: 200/409 forecasts completed (48.9%). NOMD finished in 0.7s. ETA: 35.9s. Rate: 349.09 forecasts/min
[2026-01-01T20:35:44.831151] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2026-01-01T20:35:44.831224] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=50.1841%)
[2026-01-01T20:35:44.831609] [INFO ] [main      ] Progress: 201/409 forecasts completed (49.1%). BOC finished in 0.6s. ETA: 35.6s. Rate: 350.81 forecasts/min
[2026-01-01T20:35:44.831620] [INFO ] [main      ] Fetching symbol history for KFY...
[2026-01-01T20:35:44.831671] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2026-01-01T20:35:44.839999] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.841025] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2026-01-01T20:35:44.841079] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2026-01-01T20:35:44.841111] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2026-01-01T20:35:44.841934] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:44.841995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:44.843201] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.843936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:44.844190] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2026-01-01T20:35:44.844243] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2026-01-01T20:35:44.844275] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2026-01-01T20:35:44.844471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:44.845072] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:44.845134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:44.845404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:44.846591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:44.846834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:44.847341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:44.847750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:44.850655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:44.852591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.852881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.854316] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:44.926653] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2026-01-01T20:35:44.926729] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=56.8524%)
[2026-01-01T20:35:44.927116] [INFO ] [main      ] Progress: 202/409 forecasts completed (49.4%). UAL finished in 0.9s. ETA: 35.3s. Rate: 351.58 forecasts/min
[2026-01-01T20:35:44.927416] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-01T20:35:44.927461] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-01T20:35:44.935255] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2026-01-01T20:35:44.935325] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=53.5896%)
[2026-01-01T20:35:44.935714] [INFO ] [main      ] Fetching symbol history for CTBB...
[2026-01-01T20:35:44.935777] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2026-01-01T20:35:44.936698] [INFO ] [main      ] Progress: 203/409 forecasts completed (49.6%). TWFG finished in 0.6s. ETA: 35.0s. Rate: 353.22 forecasts/min
[2026-01-01T20:35:44.939437] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.940403] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-01T20:35:44.940454] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-01T20:35:44.940485] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-01T20:35:44.941260] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:44.941322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:44.946213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:44.946969] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:44.947054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:44.947881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:44.948683] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2026-01-01T20:35:44.948793] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2026-01-01T20:35:44.948829] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2026-01-01T20:35:44.949690] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:44.949758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:44.950522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:44.951747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:44.952794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:44.953547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:44.955689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:44.961365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:44.963362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:44.964970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:44.967634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:45.195236] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.199775] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.297567] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.335218] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.361292] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:45.370538] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:45.440210] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2026-01-01T20:35:45.440279] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=59.4878%)
[2026-01-01T20:35:45.440698] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2026-01-01T20:35:45.440750] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2026-01-01T20:35:45.441479] [INFO ] [main      ] Progress: 204/409 forecasts completed (49.9%). MGTX finished in 0.6s. ETA: 35.2s. Rate: 349.84 forecasts/min
[2026-01-01T20:35:45.451640] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2026-01-01T20:35:45.451725] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=55.4778%)
[2026-01-01T20:35:45.451997] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-01T20:35:45.452045] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-01T20:35:45.452316] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:45.453149] [INFO ] [main      ] Progress: 205/409 forecasts completed (50.1%). KFY finished in 0.6s. ETA: 34.8s. Rate: 351.44 forecasts/min
[2026-01-01T20:35:45.453243] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2026-01-01T20:35:45.453283] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2026-01-01T20:35:45.453313] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2026-01-01T20:35:45.454112] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:45.454173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:45.459113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:45.461006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:35:45.461716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:45.463115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:45.464305] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:45.465167] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-01T20:35:45.465223] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-01T20:35:45.465255] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-01T20:35:45.466064] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:45.466123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:45.470529] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:45.516155] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:45.553197] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-01T20:35:45.553267] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=4.82% (Conf=52.5799%)
[2026-01-01T20:35:45.553676] [INFO ] [main      ] Fetching symbol history for MCRI...
[2026-01-01T20:35:45.553728] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2026-01-01T20:35:45.554546] [INFO ] [main      ] Progress: 206/409 forecasts completed (50.4%). FSLY finished in 0.6s. ETA: 34.6s. Rate: 352.13 forecasts/min
[2026-01-01T20:35:45.565530] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:45.566622] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2026-01-01T20:35:45.566682] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2026-01-01T20:35:45.566715] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2026-01-01T20:35:45.567496] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:45.567559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:45.569343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:45.569930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:45.570392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:45.570847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:45.571505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:45.573570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:45.576703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:45.577693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:45.578726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:45.578835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:45.579594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:45.581788] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2026-01-01T20:35:45.581858] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=65.0245%)
[2026-01-01T20:35:45.582323] [INFO ] [main      ] Fetching symbol history for SVC...
[2026-01-01T20:35:45.582376] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2026-01-01T20:35:45.582659] [INFO ] [main      ] Progress: 207/409 forecasts completed (50.6%). CTBB finished in 0.6s. ETA: 34.3s. Rate: 353.56 forecasts/min
[2026-01-01T20:35:45.594347] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:45.595508] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2026-01-01T20:35:45.595562] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2026-01-01T20:35:45.595612] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2026-01-01T20:35:45.596378] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:45.596437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:45.601314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:45.716445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:45.723175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:45.806029] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.928681] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.935060] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-31
[2026-01-01T20:35:45.974447] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.047455] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2026-01-01T20:35:46.047524] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=3.29% (Conf=50.639%)
[2026-01-01T20:35:46.047928] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-01T20:35:46.047980] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-01T20:35:46.048668] [INFO ] [main      ] Progress: 208/409 forecasts completed (50.9%). BHFAO finished in 0.6s. ETA: 34.4s. Rate: 350.62 forecasts/min
[2026-01-01T20:35:46.061361] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.062252] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-01T20:35:46.062303] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-01T20:35:46.062335] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-01T20:35:46.063142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:46.063203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:46.064940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:46.065464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:46.068424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:46.070624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:46.076025] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-31
[2026-01-01T20:35:46.089464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.101052] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.111463] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.172229] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-01T20:35:46.172299] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=61.4139%)
[2026-01-01T20:35:46.172697] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2026-01-01T20:35:46.172750] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2026-01-01T20:35:46.172736] [INFO ] [main      ] Progress: 209/409 forecasts completed (51.1%). TSL finished in 0.7s. ETA: 34.2s. Rate: 351.08 forecasts/min
[2026-01-01T20:35:46.184162] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.185114] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2026-01-01T20:35:46.185165] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2026-01-01T20:35:46.185196] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2026-01-01T20:35:46.185981] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:46.186039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:46.187736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:46.188242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:46.189497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:46.192180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.229900] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2026-01-01T20:35:46.229976] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=51.7198%)
[2026-01-01T20:35:46.230362] [INFO ] [main      ] Fetching symbol history for TROX...
[2026-01-01T20:35:46.230417] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2026-01-01T20:35:46.231508] [INFO ] [main      ] Progress: 210/409 forecasts completed (51.3%). MCRI finished in 0.7s. ETA: 33.9s. Rate: 352.18 forecasts/min
[2026-01-01T20:35:46.242762] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.243922] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2026-01-01T20:35:46.244302] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2026-01-01T20:35:46.244336] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2026-01-01T20:35:46.245156] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:46.245217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:46.246924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:46.247782] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.247967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:46.300251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.306277] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2026-01-01T20:35:46.306351] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=63.3303%)
[2026-01-01T20:35:46.306764] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-01T20:35:46.306817] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-01T20:35:46.307306] [INFO ] [main      ] Progress: 211/409 forecasts completed (51.6%). SVC finished in 0.7s. ETA: 33.6s. Rate: 353.11 forecasts/min
[2026-01-01T20:35:46.318031] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.319051] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-01T20:35:46.319103] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-01T20:35:46.319135] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-01T20:35:46.319958] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:46.320015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:46.322473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:46.324967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.430206] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-31
[2026-01-01T20:35:46.539213] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-31
[2026-01-01T20:35:46.603739] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.655655] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-31
[2026-01-01T20:35:46.663023] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-31
[2026-01-01T20:35:46.663837] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-01T20:35:46.663913] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=50.6972%)
[2026-01-01T20:35:46.664392] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-01T20:35:46.664447] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-01T20:35:46.664662] [INFO ] [main      ] Progress: 212/409 forecasts completed (51.8%). BLE finished in 0.6s. ETA: 33.6s. Rate: 351.28 forecasts/min
[2026-01-01T20:35:46.676674] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.677810] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-01T20:35:46.677873] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-01T20:35:46.677907] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-01T20:35:46.678771] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:46.681304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:46.683848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.711315] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.779178] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2026-01-01T20:35:46.779253] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=62.8078%)
[2026-01-01T20:35:46.779722] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-01T20:35:46.779783] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-01T20:35:46.780627] [INFO ] [main      ] Progress: 213/409 forecasts completed (52.1%). BHFAL finished in 0.6s. ETA: 33.4s. Rate: 351.81 forecasts/min
[2026-01-01T20:35:46.793669] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.794676] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-01T20:35:46.794744] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-01T20:35:46.794791] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-01T20:35:46.795740] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:46.795826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:46.797816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:46.798383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:46.798931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:46.799761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.832062] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.832818] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:46.896198] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2026-01-01T20:35:46.896269] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=52.6574%)
[2026-01-01T20:35:46.896630] [INFO ] [main      ] Fetching symbol history for BFS...
[2026-01-01T20:35:46.896684] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2026-01-01T20:35:46.897623] [INFO ] [main      ] Progress: 214/409 forecasts completed (52.3%). TROX finished in 0.7s. ETA: 33.2s. Rate: 352.33 forecasts/min
[2026-01-01T20:35:46.908487] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.909277] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2026-01-01T20:35:46.909332] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2026-01-01T20:35:46.909363] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2026-01-01T20:35:46.910422] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:46.910485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:46.914179] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-01T20:35:46.914250] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=8.89% (Conf=45.3251%)
[2026-01-01T20:35:46.914638] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-01T20:35:46.914702] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-01T20:35:46.914668] [INFO ] [main      ] Progress: 215/409 forecasts completed (52.6%). ERNA finished in 0.6s. ETA: 32.9s. Rate: 353.81 forecasts/min
[2026-01-01T20:35:46.916818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:46.918319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:46.919201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:46.925829] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:46.926745] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-01T20:35:46.926802] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-01T20:35:46.926834] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-01T20:35:46.927625] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:46.927687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:46.929409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:46.929954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:46.930347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:46.931122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:46.931769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:46.933399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:46.934825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:46.936011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.033352] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.150491] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.205191] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:47.275213] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.283156] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-01T20:35:47.283237] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=55.1091%)
[2026-01-01T20:35:47.283763] [INFO ] [main      ] Fetching symbol history for SYNA...
[2026-01-01T20:35:47.283817] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2026-01-01T20:35:47.284654] [INFO ] [main      ] Progress: 216/409 forecasts completed (52.8%). CMCSA finished in 0.6s. ETA: 32.9s. Rate: 351.88 forecasts/min
[2026-01-01T20:35:47.296550] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:47.297729] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2026-01-01T20:35:47.297786] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2026-01-01T20:35:47.297818] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2026-01-01T20:35:47.298632] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:47.298692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:47.301064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.301010] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.322009] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:47.404156] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-01T20:35:47.404225] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-28.19% (Conf=54.3835%)
[2026-01-01T20:35:47.404653] [INFO ] [main      ] Fetching symbol history for LEVI...
[2026-01-01T20:35:47.404707] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2026-01-01T20:35:47.405633] [INFO ] [main      ] Progress: 217/409 forecasts completed (53.1%). HYMC finished in 0.6s. ETA: 32.7s. Rate: 352.35 forecasts/min
[2026-01-01T20:35:47.416511] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:47.417280] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2026-01-01T20:35:47.417331] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2026-01-01T20:35:47.417362] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2026-01-01T20:35:47.418154] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-01T20:35:47.418219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:47.423097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:47.424950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:47.425439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:47.425849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:47.426607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:47.427299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:47.428547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:47.429085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:47.430136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:47.431798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:47.432828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:47.433520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:47.434625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:47.436593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.443837] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:47.474181] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:47.547202] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2026-01-01T20:35:47.547280] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=2.61% (Conf=62.6656%)
[2026-01-01T20:35:47.547712] [INFO ] [main      ] Fetching symbol history for QQQI...
[2026-01-01T20:35:47.547769] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2026-01-01T20:35:47.548692] [INFO ] [main      ] Progress: 218/409 forecasts completed (53.3%). BFS finished in 0.7s. ETA: 32.5s. Rate: 352.61 forecasts/min
[2026-01-01T20:35:47.556736] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-01T20:35:47.556818] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=60.7726%)
[2026-01-01T20:35:47.557201] [INFO ] [main      ] Fetching symbol history for BLTE...
[2026-01-01T20:35:47.557252] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2026-01-01T20:35:47.557674] [INFO ] [main      ] Progress: 219/409 forecasts completed (53.5%). NEM finished in 0.6s. ETA: 32.2s. Rate: 354.14 forecasts/min
[2026-01-01T20:35:47.560679] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:47.562429] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2026-01-01T20:35:47.562487] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2026-01-01T20:35:47.562519] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2026-01-01T20:35:47.563440] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:47.563510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:47.568268] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:47.569308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:47.569707] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2026-01-01T20:35:47.569766] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2026-01-01T20:35:47.569805] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2026-01-01T20:35:47.570615] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:47.570678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:47.571501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:47.572095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:47.572559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:47.575403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:47.575699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:47.576694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.577545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:47.578061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:47.578450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:47.627197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:47.629835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:47.633903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:47.634811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:47.637891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.648317] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.814834] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.816351] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:47.928077] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2026-01-01T20:35:47.928147] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-3.81% (Conf=52.7731%)
[2026-01-01T20:35:47.928598] [INFO ] [main      ] Fetching symbol history for WTBA...
[2026-01-01T20:35:47.928651] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2026-01-01T20:35:47.928662] [INFO ] [main      ] Progress: 220/409 forecasts completed (53.8%). SYNA finished in 0.6s. ETA: 32.2s. Rate: 352.24 forecasts/min
[2026-01-01T20:35:47.940496] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:47.941587] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2026-01-01T20:35:47.941640] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2026-01-01T20:35:47.941671] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2026-01-01T20:35:47.942446] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:47.942510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:47.944261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:47.944795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:47.945195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:47.946138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:47.947556] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.948850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:47.949928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:47.954301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:47.955723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:35:47.958507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:47.980618] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-31
[2026-01-01T20:35:47.989989] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.091635] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2026-01-01T20:35:48.091712] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=60.3632%)
[2026-01-01T20:35:48.092107] [INFO ] [main      ] Fetching symbol history for PTF...
[2026-01-01T20:35:48.092159] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2026-01-01T20:35:48.092664] [INFO ] [main      ] Progress: 221/409 forecasts completed (54.0%). LEVI finished in 0.7s. ETA: 32.0s. Rate: 352.30 forecasts/min
[2026-01-01T20:35:48.103826] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.104668] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2026-01-01T20:35:48.104722] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2026-01-01T20:35:48.104755] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2026-01-01T20:35:48.105640] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:48.105704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:48.110943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:48.125381] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.149973] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.205592] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2026-01-01T20:35:48.205664] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.2582%)
[2026-01-01T20:35:48.206016] [INFO ] [main      ] Fetching symbol history for EGY...
[2026-01-01T20:35:48.206067] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2026-01-01T20:35:48.206958] [INFO ] [main      ] Progress: 222/409 forecasts completed (54.3%). QQQI finished in 0.7s. ETA: 31.8s. Rate: 352.82 forecasts/min
[2026-01-01T20:35:48.218460] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.219337] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2026-01-01T20:35:48.219398] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2026-01-01T20:35:48.219431] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2026-01-01T20:35:48.220281] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:48.220341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:48.221155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:48.232678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:35:48.234241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:48.276081] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2026-01-01T20:35:48.276151] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.3049%)
[2026-01-01T20:35:48.276533] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-01T20:35:48.276602] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-01T20:35:48.276665] [INFO ] [main      ] Progress: 223/409 forecasts completed (54.5%). BLTE finished in 0.7s. ETA: 31.5s. Rate: 353.76 forecasts/min
[2026-01-01T20:35:48.288117] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.289091] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-01T20:35:48.289144] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-01T20:35:48.289175] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-01T20:35:48.289971] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:48.290031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:48.291717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:48.292228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:48.292638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:48.307322] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-31
[2026-01-01T20:35:48.331531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:48.332386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:48.478480] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.556112] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2026-01-01T20:35:48.556184] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-2.69% (Conf=64.3834%)
[2026-01-01T20:35:48.556741] [INFO ] [main      ] Fetching symbol history for ABOS...
[2026-01-01T20:35:48.556794] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2026-01-01T20:35:48.557681] [INFO ] [main      ] Progress: 224/409 forecasts completed (54.8%). WTBA finished in 0.6s. ETA: 31.5s. Rate: 352.72 forecasts/min
[2026-01-01T20:35:48.568498] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.569410] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2026-01-01T20:35:48.569461] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2026-01-01T20:35:48.569493] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2026-01-01T20:35:48.570342] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:48.570403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:48.572151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:48.572686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:48.573082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:48.575078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:48.575826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:48.580281] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-31
[2026-01-01T20:35:48.623731] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-31
[2026-01-01T20:35:48.680893] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-31
[2026-01-01T20:35:48.755472] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.807433] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.811093] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2026-01-01T20:35:48.811169] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=53.5245%)
[2026-01-01T20:35:48.811636] [INFO ] [main      ] Fetching symbol history for MCBS...
[2026-01-01T20:35:48.811689] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2026-01-01T20:35:48.813653] [INFO ] [main      ] Progress: 225/409 forecasts completed (55.0%). EGY finished in 0.6s. ETA: 31.4s. Rate: 351.93 forecasts/min
[2026-01-01T20:35:48.824736] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.825734] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2026-01-01T20:35:48.825791] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2026-01-01T20:35:48.825821] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2026-01-01T20:35:48.826654] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:48.826714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:48.831847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:48.853336] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:48.906006] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2026-01-01T20:35:48.906080] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=55.3015%)
[2026-01-01T20:35:48.906515] [INFO ] [main      ] Fetching symbol history for CF...
[2026-01-01T20:35:48.906567] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2026-01-01T20:35:48.906648] [INFO ] [main      ] Progress: 226/409 forecasts completed (55.3%). PTF finished in 0.8s. ETA: 31.1s. Rate: 352.64 forecasts/min
[2026-01-01T20:35:48.910693] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-01T20:35:48.910769] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2026-01-01T20:35:48.910974] [INFO ] [main      ] Fetching symbol history for HTD...
[2026-01-01T20:35:48.911021] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2026-01-01T20:35:48.912335] [INFO ] [main      ] Progress: 227/409 forecasts completed (55.5%). IGSB finished in 0.6s. ETA: 30.8s. Rate: 354.15 forecasts/min
[2026-01-01T20:35:48.920843] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.921810] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2026-01-01T20:35:48.921867] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2026-01-01T20:35:48.921910] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2026-01-01T20:35:48.922855] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:48.922921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:48.923008] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:48.923819] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2026-01-01T20:35:48.923880] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2026-01-01T20:35:48.923913] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2026-01-01T20:35:48.924514] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-31
[2026-01-01T20:35:48.924744] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:48.924807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:48.924846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:48.925442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:48.925923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:48.926553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:48.927099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:48.928104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:48.946923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:48.947998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.040502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.091992] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:49.149733] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2026-01-01T20:35:49.149805] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=41.4122%)
[2026-01-01T20:35:49.150165] [INFO ] [main      ] Progress: 228/409 forecasts completed (55.7%). ABOS finished in 0.6s. ETA: 30.7s. Rate: 353.52 forecasts/min
[2026-01-01T20:35:49.150285] [INFO ] [main      ] Fetching symbol history for CGEN...
[2026-01-01T20:35:49.150327] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2026-01-01T20:35:49.162755] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:49.163807] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2026-01-01T20:35:49.163859] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2026-01-01T20:35:49.163889] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2026-01-01T20:35:49.164678] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:49.164738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:49.166411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:49.166943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:49.167335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:49.168622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:49.244694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.277890] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-31
[2026-01-01T20:35:49.294328] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-31
[2026-01-01T20:35:49.407900] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-31
[2026-01-01T20:35:49.451494] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:49.460907] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:49.514963] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2026-01-01T20:35:49.515041] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=46.355%)
[2026-01-01T20:35:49.515555] [INFO ] [main      ] Fetching symbol history for NEOG...
[2026-01-01T20:35:49.515621] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2026-01-01T20:35:49.517650] [INFO ] [main      ] Progress: 229/409 forecasts completed (56.0%). HTD finished in 0.6s. ETA: 30.7s. Rate: 351.73 forecasts/min
[2026-01-01T20:35:49.528696] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:49.529650] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2026-01-01T20:35:49.529705] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2026-01-01T20:35:49.529738] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2026-01-01T20:35:49.530606] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:49.530670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:49.538028] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2026-01-01T20:35:49.538107] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=57.5233%)
[2026-01-01T20:35:49.538461] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2026-01-01T20:35:49.538511] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2026-01-01T20:35:49.538618] [INFO ] [main      ] Progress: 230/409 forecasts completed (56.2%). MCBS finished in 0.7s. ETA: 30.4s. Rate: 353.08 forecasts/min
[2026-01-01T20:35:49.551315] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:49.552625] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2026-01-01T20:35:49.552680] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2026-01-01T20:35:49.553264] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2026-01-01T20:35:49.554146] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:49.554209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:49.556061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:49.556635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:49.557079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:49.595374] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-31
[2026-01-01T20:35:49.607667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:49.609820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.613470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:49.616431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:49.618091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.623217] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:49.740700] [INFO ] [LOCAL     ] CF: Saved forecast.
[2026-01-01T20:35:49.740776] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=59.2726%)
[2026-01-01T20:35:49.741212] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-01T20:35:49.741268] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-01T20:35:49.742654] [INFO ] [main      ] Progress: 231/409 forecasts completed (56.5%). CF finished in 0.8s. ETA: 30.3s. Rate: 352.77 forecasts/min
[2026-01-01T20:35:49.753232] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:49.754304] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-01T20:35:49.754360] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-01T20:35:49.754391] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-01T20:35:49.755308] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:49.755375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:49.760449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:49.761501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:49.763274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:49.768970] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:49.825933] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2026-01-01T20:35:49.826011] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=61.4774%)
[2026-01-01T20:35:49.826356] [INFO ] [main      ] Fetching symbol history for KEYS...
[2026-01-01T20:35:49.826408] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2026-01-01T20:35:49.827270] [INFO ] [main      ] Progress: 232/409 forecasts completed (56.7%). CGEN finished in 0.7s. ETA: 30.0s. Rate: 353.54 forecasts/min
[2026-01-01T20:35:49.838897] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:49.839762] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2026-01-01T20:35:49.839844] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2026-01-01T20:35:49.839877] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2026-01-01T20:35:49.840709] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:49.840771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:49.842514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:49.842597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:49.845398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:49.846110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:49.847321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.895385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:49.914070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:49.915641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:49.917356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:49.957325] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-31
[2026-01-01T20:35:49.987999] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.129272] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.171944] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.214297] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.220694] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2026-01-01T20:35:50.220775] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=58.0423%)
[2026-01-01T20:35:50.221195] [INFO ] [main      ] Fetching symbol history for MRVL...
[2026-01-01T20:35:50.221248] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2026-01-01T20:35:50.221635] [INFO ] [main      ] Progress: 233/409 forecasts completed (57.0%). RUSHA finished in 0.7s. ETA: 30.0s. Rate: 351.54 forecasts/min
[2026-01-01T20:35:50.232753] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.233759] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2026-01-01T20:35:50.233829] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2026-01-01T20:35:50.233867] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2026-01-01T20:35:50.234690] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:50.234751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:50.242969] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2026-01-01T20:35:50.243040] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-5.50% (Conf=56.6818%)
[2026-01-01T20:35:50.243541] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-01T20:35:50.243609] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-01T20:35:50.243656] [INFO ] [main      ] Progress: 234/409 forecasts completed (57.2%). NEOG finished in 0.7s. ETA: 29.8s. Rate: 352.86 forecasts/min
[2026-01-01T20:35:50.255257] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.256244] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-01T20:35:50.256296] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-01T20:35:50.256327] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-01T20:35:50.257128] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:50.257188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:50.261856] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.261993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:50.263775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:50.264254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:50.264662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.276263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:50.277656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:50.279619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:50.282391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.389099] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.427736] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.460392] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-01T20:35:50.460467] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=55.3167%)
[2026-01-01T20:35:50.460886] [INFO ] [main      ] Fetching symbol history for SMTC...
[2026-01-01T20:35:50.460940] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2026-01-01T20:35:50.460902] [INFO ] [main      ] Progress: 235/409 forecasts completed (57.5%). AUDC finished in 0.7s. ETA: 29.6s. Rate: 352.44 forecasts/min
[2026-01-01T20:35:50.473047] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.473869] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2026-01-01T20:35:50.473948] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2026-01-01T20:35:50.473982] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2026-01-01T20:35:50.474861] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:50.474925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:50.480029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:50.482035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:50.482644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:50.483059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.561282] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2026-01-01T20:35:50.561353] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.376%)
[2026-01-01T20:35:50.561732] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-01T20:35:50.561783] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-01T20:35:50.562596] [INFO ] [main      ] Progress: 236/409 forecasts completed (57.7%). KEYS finished in 0.7s. ETA: 29.4s. Rate: 353.04 forecasts/min
[2026-01-01T20:35:50.572881] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.573808] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-01T20:35:50.573871] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-01T20:35:50.573909] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-01T20:35:50.574713] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:50.574776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:50.577243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:50.578992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:50.608595] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.625802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:50.630076] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.630318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:50.645051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:50.646528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:50.648040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.777693] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.798864] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:50.839316] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-01T20:35:50.839392] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=61.1927%)
[2026-01-01T20:35:50.839801] [INFO ] [main      ] Progress: 237/409 forecasts completed (57.9%). ARI finished in 0.6s. ETA: 29.3s. Rate: 352.10 forecasts/min
[2026-01-01T20:35:50.839933] [INFO ] [main      ] Fetching symbol history for ULTA...
[2026-01-01T20:35:50.839976] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2026-01-01T20:35:50.843159] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-31
[2026-01-01T20:35:50.855129] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.856009] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2026-01-01T20:35:50.856060] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2026-01-01T20:35:50.856260] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2026-01-01T20:35:50.857361] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:50.857426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:50.863671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:50.866167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:50.867094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:50.867521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:50.868470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:50.869566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:50.870249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.920213] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2026-01-01T20:35:50.920285] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=62.3143%)
[2026-01-01T20:35:50.920761] [INFO ] [main      ] Fetching symbol history for GBX...
[2026-01-01T20:35:50.920815] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2026-01-01T20:35:50.921654] [INFO ] [main      ] Progress: 238/409 forecasts completed (58.2%). MRVL finished in 0.7s. ETA: 29.1s. Rate: 352.88 forecasts/min
[2026-01-01T20:35:50.932166] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:50.932904] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2026-01-01T20:35:50.932956] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2026-01-01T20:35:50.932987] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2026-01-01T20:35:50.933782] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:50.933843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:50.935588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:50.936104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:50.936505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:50.937279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:50.938113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:50.940257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:50.992756] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.022624] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.150947] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2026-01-01T20:35:51.151026] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=56.7246%)
[2026-01-01T20:35:51.151442] [INFO ] [main      ] Fetching symbol history for HALO...
[2026-01-01T20:35:51.151496] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2026-01-01T20:35:51.152653] [INFO ] [main      ] Progress: 239/409 forecasts completed (58.4%). SMTC finished in 0.7s. ETA: 28.9s. Rate: 352.35 forecasts/min
[2026-01-01T20:35:51.159925] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.164185] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.165024] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2026-01-01T20:35:51.165077] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2026-01-01T20:35:51.165107] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2026-01-01T20:35:51.165990] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:51.166052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:51.214884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:51.218081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:51.231052] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.279531] [DEBUG] [MAG       ] GBX: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.292343] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-01T20:35:51.292414] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=27.7051%)
[2026-01-01T20:35:51.292812] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-01T20:35:51.292869] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-01T20:35:51.294671] [INFO ] [main      ] Progress: 240/409 forecasts completed (58.7%). EVSD finished in 0.7s. ETA: 28.8s. Rate: 352.59 forecasts/min
[2026-01-01T20:35:51.305298] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.308061] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-01T20:35:51.308113] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-01T20:35:51.308179] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-01T20:35:51.308997] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:51.309058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:51.310744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:51.311256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:51.312296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:51.314281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:51.411547] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.447730] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.548160] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2026-01-01T20:35:51.548232] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=41.182%)
[2026-01-01T20:35:51.548395] [INFO ] [main      ] Fetching symbol history for HBNC...
[2026-01-01T20:35:51.548465] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2026-01-01T20:35:51.548870] [INFO ] [main      ] Progress: 241/409 forecasts completed (58.9%). GBX finished in 0.6s. ETA: 28.6s. Rate: 351.87 forecasts/min
[2026-01-01T20:35:51.562978] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.563562] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2026-01-01T20:35:51.563690] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=63.5582%)
[2026-01-01T20:35:51.564099] [INFO ] [main      ] Fetching symbol history for GTY...
[2026-01-01T20:35:51.564154] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2026-01-01T20:35:51.564101] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.565088] [INFO ] [main      ] Progress: 242/409 forecasts completed (59.2%). ULTA finished in 0.7s. ETA: 28.4s. Rate: 353.19 forecasts/min
[2026-01-01T20:35:51.564916] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2026-01-01T20:35:51.565398] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2026-01-01T20:35:51.565443] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2026-01-01T20:35:51.566301] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:51.566363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:51.568081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:51.568635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:51.569055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:51.569952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:51.576972] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.577839] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2026-01-01T20:35:51.577897] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2026-01-01T20:35:51.577932] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2026-01-01T20:35:51.578793] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:51.578855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:51.584141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:51.586132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:51.586658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:51.587114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:51.661607] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.679865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:51.682590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:51.733381] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.834991] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:51.849448] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2026-01-01T20:35:51.849519] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=58.1687%)
[2026-01-01T20:35:51.849921] [INFO ] [main      ] Fetching symbol history for OMEX...
[2026-01-01T20:35:51.849976] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2026-01-01T20:35:51.850657] [INFO ] [main      ] Progress: 243/409 forecasts completed (59.4%). HALO finished in 0.7s. ETA: 28.3s. Rate: 352.20 forecasts/min
[2026-01-01T20:35:51.863098] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.864275] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2026-01-01T20:35:51.864329] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-01T20:35:51.864362] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2026-01-01T20:35:51.865267] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:51.865328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:51.866544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:51.940398] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-31
[2026-01-01T20:35:51.944772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:51.965976] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-01T20:35:51.966046] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=57.2798%)
[2026-01-01T20:35:51.966517] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-01T20:35:51.966569] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-01T20:35:51.966671] [INFO ] [main      ] Progress: 244/409 forecasts completed (59.7%). TRI finished in 0.7s. ETA: 28.1s. Rate: 352.66 forecasts/min
[2026-01-01T20:35:51.978176] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:51.979314] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-01T20:35:51.979369] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-01T20:35:51.979402] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-01T20:35:51.980242] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:51.980307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:51.985373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:51.987325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:51.987856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:51.988260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:51.989086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:52.050024] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.123356] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.191254] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2026-01-01T20:35:52.191332] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=59.6899%)
[2026-01-01T20:35:52.191794] [INFO ] [main      ] Progress: 245/409 forecasts completed (59.9%). GTY finished in 0.6s. ETA: 27.9s. Rate: 352.20 forecasts/min
[2026-01-01T20:35:52.191927] [INFO ] [main      ] Fetching symbol history for FNKO...
[2026-01-01T20:35:52.191978] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2026-01-01T20:35:52.205005] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:52.205996] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2026-01-01T20:35:52.206050] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2026-01-01T20:35:52.206082] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2026-01-01T20:35:52.206908] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:52.206975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:52.217397] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.283217] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2026-01-01T20:35:52.283289] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=53.0749%)
[2026-01-01T20:35:52.283766] [INFO ] [main      ] Fetching symbol history for SEZL...
[2026-01-01T20:35:52.283820] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2026-01-01T20:35:52.285665] [INFO ] [main      ] Progress: 246/409 forecasts completed (60.1%). HBNC finished in 0.7s. ETA: 27.7s. Rate: 352.84 forecasts/min
[2026-01-01T20:35:52.296436] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:52.298026] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2026-01-01T20:35:52.298079] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2026-01-01T20:35:52.298111] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2026-01-01T20:35:52.298895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:52.298983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:52.300672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:52.301180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:52.314134] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.329666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:52.330759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:52.331460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:52.333336] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.335653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:52.376171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:52.378211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:52.382529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:52.493842] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.503776] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.549423] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2026-01-01T20:35:52.549496] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-5.93% (Conf=52.7865%)
[2026-01-01T20:35:52.549703] [INFO ] [main      ] Fetching symbol history for UXIN...
[2026-01-01T20:35:52.550306] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2026-01-01T20:35:52.550664] [INFO ] [main      ] Progress: 247/409 forecasts completed (60.4%). OMEX finished in 0.7s. ETA: 27.6s. Rate: 352.05 forecasts/min
[2026-01-01T20:35:52.561933] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:52.562969] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2026-01-01T20:35:52.563021] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2026-01-01T20:35:52.563063] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2026-01-01T20:35:52.563871] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:52.563934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:52.564334] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-01T20:35:52.564402] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.9399%)
[2026-01-01T20:35:52.564690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:52.564801] [INFO ] [main      ] Fetching symbol history for NFBK...
[2026-01-01T20:35:52.564854] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2026-01-01T20:35:52.565654] [INFO ] [main      ] Progress: 248/409 forecasts completed (60.6%). VCSH finished in 0.6s. ETA: 27.3s. Rate: 353.35 forecasts/min
[2026-01-01T20:35:52.576647] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:52.577537] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2026-01-01T20:35:52.577611] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2026-01-01T20:35:52.577645] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2026-01-01T20:35:52.578434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:52.578494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:52.580221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:52.580762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:52.581206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:52.581868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:52.640297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:52.642350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:52.642866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:52.643906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:52.645537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:52.646600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:52.647260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:52.691315] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.726696] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.875708] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.902832] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:52.925972] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-31
[2026-01-01T20:35:52.941493] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2026-01-01T20:35:52.941584] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=6.76% (Conf=51.7373%)
[2026-01-01T20:35:52.941781] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-01T20:35:52.941827] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-01T20:35:52.943682] [INFO ] [main      ] Progress: 249/409 forecasts completed (60.9%). FNKO finished in 0.7s. ETA: 27.3s. Rate: 351.62 forecasts/min
[2026-01-01T20:35:52.954318] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:52.955219] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-01T20:35:52.955271] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-01T20:35:52.955304] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-01T20:35:52.956144] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:52.956209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:52.957005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:52.991615] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-31
[2026-01-01T20:35:53.048397] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2026-01-01T20:35:53.048470] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=6.21% (Conf=54.6681%)
[2026-01-01T20:35:53.048865] [INFO ] [main      ] Fetching symbol history for CFO...
[2026-01-01T20:35:53.048919] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2026-01-01T20:35:53.049661] [INFO ] [main      ] Progress: 250/409 forecasts completed (61.1%). SEZL finished in 0.8s. ETA: 27.1s. Rate: 352.15 forecasts/min
[2026-01-01T20:35:53.060877] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.061897] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2026-01-01T20:35:53.061951] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2026-01-01T20:35:53.061982] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2026-01-01T20:35:53.062837] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:53.062899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.064616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:53.065137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:53.065539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:53.067662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:53.069613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:53.070830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:35:53.072046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.073751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:53.074218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:53.075308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:53.077286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:53.078963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.093906] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.155915] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2026-01-01T20:35:53.155989] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=58.2656%)
[2026-01-01T20:35:53.156380] [INFO ] [main      ] Fetching symbol history for LCNB...
[2026-01-01T20:35:53.156431] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2026-01-01T20:35:53.156657] [INFO ] [main      ] Progress: 251/409 forecasts completed (61.4%). NFBK finished in 0.6s. ETA: 26.9s. Rate: 352.67 forecasts/min
[2026-01-01T20:35:53.156824] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.173741] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.174737] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2026-01-01T20:35:53.174795] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2026-01-01T20:35:53.174828] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2026-01-01T20:35:53.175694] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:53.175756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:53.179729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:53.180604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.181780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:53.182508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:53.183052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:53.183486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:53.183897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:53.186416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:53.221247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.225908] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2026-01-01T20:35:53.225983] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-4.03% (Conf=50.4859%)
[2026-01-01T20:35:53.226453] [INFO ] [main      ] Progress: 252/409 forecasts completed (61.6%). UXIN finished in 0.7s. ETA: 26.6s. Rate: 353.50 forecasts/min
[2026-01-01T20:35:53.226619] [INFO ] [main      ] Fetching symbol history for SUNS...
[2026-01-01T20:35:53.226665] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2026-01-01T20:35:53.239192] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.240396] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2026-01-01T20:35:53.240453] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2026-01-01T20:35:53.240485] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2026-01-01T20:35:53.241319] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:53.241381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:53.246394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:53.247252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:53.247838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.300245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:53.301428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.421394] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-31
[2026-01-01T20:35:53.589056] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.592455] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-31
[2026-01-01T20:35:53.595369] [DEBUG] [MAG       ] CFO: Last date is validated at 2025-12-31
[2026-01-01T20:35:53.666785] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-01T20:35:53.666856] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=56.0922%)
[2026-01-01T20:35:53.667157] [INFO ] [main      ] Fetching symbol history for TSDD...
[2026-01-01T20:35:53.667208] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2026-01-01T20:35:53.669660] [INFO ] [main      ] Progress: 253/409 forecasts completed (61.9%). HOMB finished in 0.7s. ETA: 26.6s. Rate: 351.26 forecasts/min
[2026-01-01T20:35:53.670185] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-31
[2026-01-01T20:35:53.679003] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.681481] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2026-01-01T20:35:53.681536] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2026-01-01T20:35:53.681567] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2026-01-01T20:35:53.682376] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:53.682436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:53.687198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.689013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:53.689482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:53.689898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:53.692202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:53.696044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.760903] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.765342] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.831186] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2026-01-01T20:35:53.831258] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=62.9295%)
[2026-01-01T20:35:53.831653] [INFO ] [main      ] Fetching symbol history for ARBB...
[2026-01-01T20:35:53.831706] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2026-01-01T20:35:53.831699] [INFO ] [main      ] Progress: 254/409 forecasts completed (62.1%). SUNS finished in 0.6s. ETA: 26.5s. Rate: 351.33 forecasts/min
[2026-01-01T20:35:53.839015] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2026-01-01T20:35:53.839091] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=52.4712%)
[2026-01-01T20:35:53.839645] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-01T20:35:53.839624] [INFO ] [main      ] Progress: 255/409 forecasts completed (62.3%). CFO finished in 0.8s. ETA: 26.2s. Rate: 352.65 forecasts/min
[2026-01-01T20:35:53.839700] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-01T20:35:53.843600] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.844609] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2026-01-01T20:35:53.844667] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2026-01-01T20:35:53.844700] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2026-01-01T20:35:53.845522] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:53.845608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:53.850694] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:53.850722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.851198] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.851986] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-01T20:35:53.852038] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-01T20:35:53.852069] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-01T20:35:53.852704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:53.852867] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:53.852931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.853236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:53.853715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:53.854125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:53.854655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:53.855166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:53.856208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:53.860433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:53.861505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:53.862211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:35:53.862956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:53.864058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:53.866076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.930530] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2026-01-01T20:35:53.930640] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=60.5229%)
[2026-01-01T20:35:53.931149] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-01T20:35:53.931220] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-01T20:35:53.932654] [INFO ] [main      ] Progress: 256/409 forecasts completed (62.6%). LCNB finished in 0.8s. ETA: 26.0s. Rate: 353.28 forecasts/min
[2026-01-01T20:35:53.933705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:53.935024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:53.937223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:35:53.938018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:53.942282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:53.943286] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:53.944315] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-01T20:35:53.944383] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-01T20:35:53.944426] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-01T20:35:53.945252] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:53.945316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:53.951114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:53.953526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:53.954173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:53.954698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:53.957890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:53.961550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:54.035453] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.208455] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.220622] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:54.321804] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.336057] [DEBUG] [MAG       ] ARBB: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.381557] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:54.412418] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2026-01-01T20:35:54.412490] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=73.10% (Conf=58.5843%)
[2026-01-01T20:35:54.412901] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-01T20:35:54.412947] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-01T20:35:54.413932] [INFO ] [main      ] Progress: 257/409 forecasts completed (62.8%). TSDD finished in 0.7s. ETA: 26.0s. Rate: 350.77 forecasts/min
[2026-01-01T20:35:54.426154] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:54.426963] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-01T20:35:54.427211] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-01T20:35:54.427242] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-01T20:35:54.428037] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:54.428100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:54.432910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:54.434690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:54.435165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:54.435551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:54.445108] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-01T20:35:54.445179] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=44.8688%)
[2026-01-01T20:35:54.445539] [INFO ] [main      ] Fetching symbol history for BOH...
[2026-01-01T20:35:54.445606] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2026-01-01T20:35:54.445688] [INFO ] [main      ] Progress: 258/409 forecasts completed (63.1%). SHY finished in 0.6s. ETA: 25.7s. Rate: 351.89 forecasts/min
[2026-01-01T20:35:54.457558] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:54.458455] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2026-01-01T20:35:54.458513] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2026-01-01T20:35:54.458544] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2026-01-01T20:35:54.459373] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:54.459436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:54.464272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:54.465109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:54.466270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-01T20:35:54.470398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:54.471544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:54.489646] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:54.518032] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:54.545479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:54.546941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:54.549213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:54.549728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:54.551042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:54.552510] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-01T20:35:54.552602] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=56.5313%)
[2026-01-01T20:35:54.552981] [INFO ] [main      ] Fetching symbol history for STK...
[2026-01-01T20:35:54.553031] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2026-01-01T20:35:54.553170] [INFO ] [main      ] Progress: 259/409 forecasts completed (63.3%). SIEB finished in 0.6s. ETA: 25.5s. Rate: 352.39 forecasts/min
[2026-01-01T20:35:54.553049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:54.565016] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:54.566185] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2026-01-01T20:35:54.566249] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2026-01-01T20:35:54.566285] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2026-01-01T20:35:54.567110] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:54.567174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:54.572059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:54.573892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:54.574393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:54.612557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:54.613703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:54.618495] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2026-01-01T20:35:54.618559] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=4.01% (Conf=40.5193%)
[2026-01-01T20:35:54.618990] [INFO ] [main      ] Fetching symbol history for UMC...
[2026-01-01T20:35:54.619230] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2026-01-01T20:35:54.619563] [INFO ] [main      ] Progress: 260/409 forecasts completed (63.6%). ARBB finished in 0.8s. ETA: 25.3s. Rate: 353.22 forecasts/min
[2026-01-01T20:35:54.631423] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:54.632615] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2026-01-01T20:35:54.632674] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2026-01-01T20:35:54.632708] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2026-01-01T20:35:54.633536] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:54.633622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:54.635342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:54.635900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:54.638328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:54.639351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:54.643564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:54.645015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:35:54.646702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:35:54.652528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:54.817938] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.907821] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.976097] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-31
[2026-01-01T20:35:54.983978] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:54.993249] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-31
[2026-01-01T20:35:55.075476] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.075803] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2026-01-01T20:35:55.075922] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=56.6925%)
[2026-01-01T20:35:55.076400] [INFO ] [main      ] Fetching symbol history for ACM...
[2026-01-01T20:35:55.076453] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2026-01-01T20:35:55.077675] [INFO ] [main      ] Progress: 261/409 forecasts completed (63.8%). BOH finished in 0.6s. ETA: 25.3s. Rate: 350.94 forecasts/min
[2026-01-01T20:35:55.090033] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.090853] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2026-01-01T20:35:55.090910] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2026-01-01T20:35:55.090943] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2026-01-01T20:35:55.091766] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:55.091826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:55.093498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:55.094035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:55.094451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.146769] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.158274] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.204832] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-01T20:35:55.204915] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=50.4264%)
[2026-01-01T20:35:55.205083] [INFO ] [main      ] Fetching symbol history for EYE...
[2026-01-01T20:35:55.205132] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2026-01-01T20:35:55.205982] [INFO ] [main      ] Progress: 262/409 forecasts completed (64.1%). ESTC finished in 0.8s. ETA: 25.1s. Rate: 351.27 forecasts/min
[2026-01-01T20:35:55.216975] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.217993] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2026-01-01T20:35:55.218047] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2026-01-01T20:35:55.218077] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2026-01-01T20:35:55.218865] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:55.218926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:55.221566] [INFO ] [LOCAL     ] STK: Saved forecast.
[2026-01-01T20:35:55.221658] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=54.489%)
[2026-01-01T20:35:55.222056] [INFO ] [main      ] Fetching symbol history for MUC...
[2026-01-01T20:35:55.222108] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2026-01-01T20:35:55.222655] [INFO ] [main      ] Progress: 263/409 forecasts completed (64.3%). STK finished in 0.7s. ETA: 24.9s. Rate: 352.48 forecasts/min
[2026-01-01T20:35:55.223780] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2026-01-01T20:35:55.223863] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=62.6217%)
[2026-01-01T20:35:55.224170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:55.224623] [INFO ] [main      ] Progress: 264/409 forecasts completed (64.5%). UMC finished in 0.6s. ETA: 24.6s. Rate: 353.80 forecasts/min
[2026-01-01T20:35:55.224321] [INFO ] [main      ] Fetching symbol history for REFI...
[2026-01-01T20:35:55.227953] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2026-01-01T20:35:55.235486] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.236533] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2026-01-01T20:35:55.236605] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2026-01-01T20:35:55.236641] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2026-01-01T20:35:55.237439] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:55.237506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:55.239718] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.240513] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2026-01-01T20:35:55.240564] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2026-01-01T20:35:55.240617] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2026-01-01T20:35:55.241393] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:55.241457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:55.242560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:55.243634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:55.245703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:55.246268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:55.247982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:55.248068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:55.248547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:55.248997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:55.249781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:55.250261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:55.250638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:55.251293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:55.252946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:55.254067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:55.254774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.264295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:55.288553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:55.290035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:55.290694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:55.293560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:55.295150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.353356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.430032] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-31
[2026-01-01T20:35:55.609393] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-31
[2026-01-01T20:35:55.618514] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.638214] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-31
[2026-01-01T20:35:55.699700] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-31
[2026-01-01T20:35:55.727628] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2026-01-01T20:35:55.727714] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=67.6611%)
[2026-01-01T20:35:55.728216] [INFO ] [main      ] Fetching symbol history for BANX...
[2026-01-01T20:35:55.728277] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2026-01-01T20:35:55.728658] [INFO ] [main      ] Progress: 265/409 forecasts completed (64.8%). ACM finished in 0.7s. ETA: 24.6s. Rate: 351.19 forecasts/min
[2026-01-01T20:35:55.740387] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.741263] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2026-01-01T20:35:55.741358] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2026-01-01T20:35:55.741395] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2026-01-01T20:35:55.742277] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:55.742355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:55.744693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:55.745276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:55.745754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:55.746683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:55.747486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:55.750625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:35:55.755627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:35:55.757225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.781116] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.805555] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.847790] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2026-01-01T20:35:55.847860] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=58.5059%)
[2026-01-01T20:35:55.848243] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2026-01-01T20:35:55.848293] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2026-01-01T20:35:55.849652] [INFO ] [main      ] Progress: 266/409 forecasts completed (65.0%). MUC finished in 0.6s. ETA: 24.4s. Rate: 351.58 forecasts/min
[2026-01-01T20:35:55.860178] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.861073] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2026-01-01T20:35:55.861127] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2026-01-01T20:35:55.861160] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2026-01-01T20:35:55.861977] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:35:55.862041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:55.863795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:55.864318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:55.864797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:55.865215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:55.868217] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:55.874380] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2026-01-01T20:35:55.874451] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=49.3732%)
[2026-01-01T20:35:55.874867] [INFO ] [main      ] Fetching symbol history for THQ...
[2026-01-01T20:35:55.874919] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2026-01-01T20:35:55.875645] [INFO ] [main      ] Progress: 267/409 forecasts completed (65.3%). REFI finished in 0.6s. ETA: 24.2s. Rate: 352.70 forecasts/min
[2026-01-01T20:35:55.886337] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.888966] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2026-01-01T20:35:55.889023] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2026-01-01T20:35:55.889054] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2026-01-01T20:35:55.889870] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:55.889929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:55.894709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:55.913043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:35:55.914342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:35:55.915974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:55.944099] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2026-01-01T20:35:55.944171] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=46.6457%)
[2026-01-01T20:35:55.944354] [INFO ] [main      ] Fetching symbol history for PFGC...
[2026-01-01T20:35:55.944401] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2026-01-01T20:35:55.944868] [INFO ] [main      ] Progress: 268/409 forecasts completed (65.5%). EYE finished in 0.7s. ETA: 23.9s. Rate: 353.48 forecasts/min
[2026-01-01T20:35:55.956443] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:55.957184] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2026-01-01T20:35:55.957250] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2026-01-01T20:35:55.957282] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2026-01-01T20:35:55.958069] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:55.958127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:55.959336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:35:55.960024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.004123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:56.006381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:56.007243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.142610] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.258774] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.305903] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.323034] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:56.346235] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.391510] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2026-01-01T20:35:56.391619] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.8894%)
[2026-01-01T20:35:56.392031] [INFO ] [main      ] Fetching symbol history for ALHC...
[2026-01-01T20:35:56.392084] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2026-01-01T20:35:56.392669] [INFO ] [main      ] Progress: 269/409 forecasts completed (65.8%). BANX finished in 0.7s. ETA: 23.9s. Rate: 351.34 forecasts/min
[2026-01-01T20:35:56.404503] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:56.405368] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2026-01-01T20:35:56.405425] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2026-01-01T20:35:56.405457] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2026-01-01T20:35:56.406295] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:56.406355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:56.411209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:56.431755] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:56.450436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:56.451553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:35:56.452905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.482153] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:56.501486] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2026-01-01T20:35:56.501595] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=60.7176%)
[2026-01-01T20:35:56.501821] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2026-01-01T20:35:56.501879] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2026-01-01T20:35:56.503673] [INFO ] [main      ] Progress: 270/409 forecasts completed (66.0%). BHFAM finished in 0.7s. ETA: 23.7s. Rate: 351.79 forecasts/min
[2026-01-01T20:35:56.518989] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:56.520269] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2026-01-01T20:35:56.520342] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2026-01-01T20:35:56.520392] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2026-01-01T20:35:56.521553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:56.521657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:56.522930] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:56.529071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:56.531671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:56.532343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:56.534738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.574333] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2026-01-01T20:35:56.574402] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=55.1071%)
[2026-01-01T20:35:56.574802] [INFO ] [main      ] Fetching symbol history for VCRB...
[2026-01-01T20:35:56.574856] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2026-01-01T20:35:56.575666] [INFO ] [main      ] Progress: 271/409 forecasts completed (66.3%). PFGC finished in 0.6s. ETA: 23.5s. Rate: 352.55 forecasts/min
[2026-01-01T20:35:56.587180] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:56.588233] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2026-01-01T20:35:56.588285] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2026-01-01T20:35:56.588317] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2026-01-01T20:35:56.589053] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2026-01-01T20:35:56.589126] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=55.025%)
[2026-01-01T20:35:56.589143] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:56.589234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:56.589517] [INFO ] [main      ] Fetching symbol history for METCB...
[2026-01-01T20:35:56.589569] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2026-01-01T20:35:56.589639] [INFO ] [main      ] Progress: 272/409 forecasts completed (66.5%). THQ finished in 0.7s. ETA: 23.2s. Rate: 353.74 forecasts/min
[2026-01-01T20:35:56.594247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:56.595112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:35:56.595756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:56.597369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.600840] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:56.601633] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2026-01-01T20:35:56.601692] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2026-01-01T20:35:56.601724] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2026-01-01T20:35:56.602489] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:35:56.602549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:56.603273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:35:56.603994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:56.791221] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.875490] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.941215] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.948193] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-31
[2026-01-01T20:35:56.961767] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.038674] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2026-01-01T20:35:57.038752] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=4.34% (Conf=45.3705%)
[2026-01-01T20:35:57.039226] [INFO ] [main      ] Fetching symbol history for INDI...
[2026-01-01T20:35:57.039280] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2026-01-01T20:35:57.039665] [INFO ] [main      ] Progress: 273/409 forecasts completed (66.7%). ALHC finished in 0.6s. ETA: 23.2s. Rate: 351.61 forecasts/min
[2026-01-01T20:35:57.044149] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.050952] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.051819] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2026-01-01T20:35:57.051877] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2026-01-01T20:35:57.051908] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2026-01-01T20:35:57.052694] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:35:57.052753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.054413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:57.054960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:57.055401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.106130] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.116564] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.178232] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2026-01-01T20:35:57.178305] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=57.4076%)
[2026-01-01T20:35:57.178473] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-01T20:35:57.178538] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-01T20:35:57.178876] [INFO ] [main      ] Progress: 274/409 forecasts completed (67.0%). METCB finished in 0.6s. ETA: 23.0s. Rate: 351.85 forecasts/min
[2026-01-01T20:35:57.181410] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2026-01-01T20:35:57.181490] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=61.5047%)
[2026-01-01T20:35:57.181712] [INFO ] [main      ] Fetching symbol history for WOOD...
[2026-01-01T20:35:57.181760] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2026-01-01T20:35:57.182783] [INFO ] [main      ] Progress: 275/409 forecasts completed (67.2%). VCRB finished in 0.6s. ETA: 22.8s. Rate: 353.10 forecasts/min
[2026-01-01T20:35:57.190087] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2026-01-01T20:35:57.190152] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=51.4083%)
[2026-01-01T20:35:57.190512] [INFO ] [main      ] Progress: 276/409 forecasts completed (67.5%). SQQQ finished in 0.7s. ETA: 22.5s. Rate: 354.33 forecasts/min
[2026-01-01T20:35:57.190475] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.190652] [INFO ] [main      ] Fetching symbol history for PDBC...
[2026-01-01T20:35:57.190697] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2026-01-01T20:35:57.191295] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-01T20:35:57.191352] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-01T20:35:57.191383] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-01T20:35:57.192175] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:57.192245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:35:57.193017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.193113] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.194049] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2026-01-01T20:35:57.194116] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2026-01-01T20:35:57.194150] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2026-01-01T20:35:57.195001] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:35:57.195385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:57.197106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:57.199260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:57.202396] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.203257] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2026-01-01T20:35:57.203309] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2026-01-01T20:35:57.203340] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2026-01-01T20:35:57.204152] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:57.204214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:57.209040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.210822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:57.211303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:57.211726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:57.212645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.216002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.218401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:57.219249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:57.220862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:57.223665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:57.225299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:57.226388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:57.228557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.396949] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-31
[2026-01-01T20:35:57.533795] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-31
[2026-01-01T20:35:57.550779] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-31
[2026-01-01T20:35:57.562872] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.597177] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-31
[2026-01-01T20:35:57.623614] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2026-01-01T20:35:57.623688] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=58.4762%)
[2026-01-01T20:35:57.624076] [INFO ] [main      ] Fetching symbol history for CELH...
[2026-01-01T20:35:57.624127] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2026-01-01T20:35:57.624666] [INFO ] [main      ] Progress: 277/409 forecasts completed (67.7%). INDI finished in 0.6s. ETA: 22.5s. Rate: 352.34 forecasts/min
[2026-01-01T20:35:57.636151] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.636886] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2026-01-01T20:35:57.636937] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2026-01-01T20:35:57.636969] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2026-01-01T20:35:57.637752] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:57.637813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.639487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:57.640046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:57.640449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:35:57.642264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:35:57.644893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:35:57.646534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.700593] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.716446] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.764946] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:57.769644] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-01T20:35:57.769714] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=46.1732%)
[2026-01-01T20:35:57.770117] [INFO ] [main      ] Fetching symbol history for GFI...
[2026-01-01T20:35:57.770168] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2026-01-01T20:35:57.770685] [INFO ] [main      ] Progress: 278/409 forecasts completed (68.0%). CDC finished in 0.6s. ETA: 22.3s. Rate: 352.52 forecasts/min
[2026-01-01T20:35:57.774749] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2026-01-01T20:35:57.774815] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=57.5687%)
[2026-01-01T20:35:57.774985] [INFO ] [main      ] Fetching symbol history for PAYO...
[2026-01-01T20:35:57.775031] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2026-01-01T20:35:57.775852] [INFO ] [main      ] Progress: 279/409 forecasts completed (68.2%). PDBC finished in 0.6s. ETA: 22.0s. Rate: 353.75 forecasts/min
[2026-01-01T20:35:57.782217] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.783217] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2026-01-01T20:35:57.783267] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2026-01-01T20:35:57.783299] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2026-01-01T20:35:57.784092] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:57.784151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:57.785016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.787527] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.788608] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2026-01-01T20:35:57.788661] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2026-01-01T20:35:57.788692] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2026-01-01T20:35:57.789504] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:35:57.789564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.791256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:57.791798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:57.792185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:57.793507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:35:57.794227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.957489] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2026-01-01T20:35:57.957562] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=54.9979%)
[2026-01-01T20:35:57.957807] [INFO ] [main      ] Fetching symbol history for XENE...
[2026-01-01T20:35:57.957854] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2026-01-01T20:35:57.958845] [INFO ] [main      ] Progress: 280/409 forecasts completed (68.5%). WOOD finished in 0.8s. ETA: 21.9s. Rate: 353.65 forecasts/min
[2026-01-01T20:35:57.973178] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:57.974381] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2026-01-01T20:35:57.974433] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2026-01-01T20:35:57.974464] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2026-01-01T20:35:57.975340] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:57.975400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:57.977140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:57.977676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:57.978079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:57.980536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:57.988060] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.126704] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.140492] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.154930] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.270556] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2026-01-01T20:35:58.270644] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=65.3179%)
[2026-01-01T20:35:58.271029] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-01T20:35:58.271080] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-01T20:35:58.271689] [INFO ] [main      ] Progress: 281/409 forecasts completed (68.7%). CELH finished in 0.6s. ETA: 21.8s. Rate: 352.59 forecasts/min
[2026-01-01T20:35:58.284943] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.285658] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-01T20:35:58.285713] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-01T20:35:58.285745] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-01T20:35:58.286498] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:58.286558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:58.288300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:58.288912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:58.289350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:35:58.290697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:58.292689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:35:58.294872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:58.304221] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.317609] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.334313] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.380485] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2026-01-01T20:35:58.380557] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=67.1164%)
[2026-01-01T20:35:58.381019] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-01T20:35:58.381074] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-01T20:35:58.381663] [INFO ] [main      ] Progress: 282/409 forecasts completed (68.9%). PAYO finished in 0.6s. ETA: 21.6s. Rate: 353.03 forecasts/min
[2026-01-01T20:35:58.386876] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2026-01-01T20:35:58.386947] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=3.29% (Conf=44.6077%)
[2026-01-01T20:35:58.387483] [INFO ] [main      ] Fetching symbol history for SWZ...
[2026-01-01T20:35:58.387536] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2026-01-01T20:35:58.387642] [INFO ] [main      ] Progress: 283/409 forecasts completed (69.2%). GFI finished in 0.6s. ETA: 21.3s. Rate: 354.24 forecasts/min
[2026-01-01T20:35:58.393901] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.394671] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-01T20:35:58.394723] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-01T20:35:58.394756] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-01T20:35:58.395557] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:35:58.404279] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.405928] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2026-01-01T20:35:58.405986] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2026-01-01T20:35:58.406017] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2026-01-01T20:35:58.406877] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2026-01-01T20:35:58.406943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:58.411755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:58.413516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:58.414026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:58.414417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:35:58.432170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:35:58.433259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:58.433762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:58.435409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:58.436479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:35:58.437189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:58.438667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:35:58.439949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:35:58.442066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:58.509551] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.598542] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2026-01-01T20:35:58.598635] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=60.9251%)
[2026-01-01T20:35:58.599012] [INFO ] [main      ] Fetching symbol history for VTS...
[2026-01-01T20:35:58.599066] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2026-01-01T20:35:58.600074] [INFO ] [main      ] Progress: 284/409 forecasts completed (69.4%). XENE finished in 0.6s. ETA: 21.2s. Rate: 353.92 forecasts/min
[2026-01-01T20:35:58.611372] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.612234] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2026-01-01T20:35:58.612291] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2026-01-01T20:35:58.612323] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2026-01-01T20:35:58.613193] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:58.613256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:58.618259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:58.620113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:58.620630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:58.621025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:58.642522] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.730710] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.782795] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.809704] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.872057] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-01T20:35:58.872129] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=64.7029%)
[2026-01-01T20:35:58.872564] [INFO ] [main      ] Fetching symbol history for PSTL...
[2026-01-01T20:35:58.872636] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2026-01-01T20:35:58.872660] [INFO ] [main      ] Progress: 285/409 forecasts completed (69.7%). UNMA finished in 0.6s. ETA: 21.1s. Rate: 353.17 forecasts/min
[2026-01-01T20:35:58.884832] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.885800] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2026-01-01T20:35:58.885854] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2026-01-01T20:35:58.885887] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2026-01-01T20:35:58.886694] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:35:58.886755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:58.891717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:58.898276] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.949272] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:58.964769] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-31
[2026-01-01T20:35:58.976782] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-01T20:35:58.976856] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=54.4664%)
[2026-01-01T20:35:58.977244] [INFO ] [main      ] Fetching symbol history for IBB...
[2026-01-01T20:35:58.977297] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2026-01-01T20:35:58.977653] [INFO ] [main      ] Progress: 286/409 forecasts completed (69.9%). GIS finished in 0.6s. ETA: 20.9s. Rate: 353.64 forecasts/min
[2026-01-01T20:35:58.989956] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:58.990753] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2026-01-01T20:35:58.990809] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2026-01-01T20:35:58.990840] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2026-01-01T20:35:58.991643] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:58.991703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:58.993361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:58.993903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:58.994295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:35:58.995334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.088987] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2026-01-01T20:35:59.089068] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=44.5386%)
[2026-01-01T20:35:59.089450] [INFO ] [main      ] Fetching symbol history for SSYS...
[2026-01-01T20:35:59.089495] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2026-01-01T20:35:59.090538] [INFO ] [main      ] Progress: 287/409 forecasts completed (70.2%). SWZ finished in 0.7s. ETA: 20.7s. Rate: 354.06 forecasts/min
[2026-01-01T20:35:59.101289] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.102091] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2026-01-01T20:35:59.102148] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2026-01-01T20:35:59.102179] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2026-01-01T20:35:59.102971] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:35:59.103033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:59.107902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:59.109707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:59.110198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:59.110602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:35:59.112172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:59.132940] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:59.150885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:59.200420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:59.201105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:35:59.203076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.204410] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2026-01-01T20:35:59.204482] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-5.11% (Conf=64.626%)
[2026-01-01T20:35:59.204660] [INFO ] [main      ] Fetching symbol history for WTI...
[2026-01-01T20:35:59.204704] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2026-01-01T20:35:59.206666] [INFO ] [main      ] Progress: 288/409 forecasts completed (70.4%). VTS finished in 0.6s. ETA: 20.5s. Rate: 354.44 forecasts/min
[2026-01-01T20:35:59.216537] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.217526] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2026-01-01T20:35:59.217596] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2026-01-01T20:35:59.217632] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2026-01-01T20:35:59.218408] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:59.218470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:35:59.221486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:35:59.222562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:35:59.225335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:35:59.227071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.237456] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-31
[2026-01-01T20:35:59.342427] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-31
[2026-01-01T20:35:59.404846] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:59.465618] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2026-01-01T20:35:59.465692] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.7863%)
[2026-01-01T20:35:59.466089] [INFO ] [main      ] Fetching symbol history for NAMS...
[2026-01-01T20:35:59.466140] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2026-01-01T20:35:59.466650] [INFO ] [main      ] Progress: 289/409 forecasts completed (70.7%). PSTL finished in 0.6s. ETA: 20.4s. Rate: 353.79 forecasts/min
[2026-01-01T20:35:59.480524] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.481424] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2026-01-01T20:35:59.481491] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2026-01-01T20:35:59.481523] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2026-01-01T20:35:59.482336] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:59.482398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:59.487176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:59.489221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:59.489738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:59.490183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:59.490592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:35:59.493515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.513526] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:59.546852] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-31
[2026-01-01T20:35:59.571259] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-31
[2026-01-01T20:35:59.614214] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2026-01-01T20:35:59.614291] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=57.5771%)
[2026-01-01T20:35:59.614805] [INFO ] [main      ] Fetching symbol history for TSLS...
[2026-01-01T20:35:59.614858] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2026-01-01T20:35:59.615633] [INFO ] [main      ] Progress: 290/409 forecasts completed (70.9%). IBB finished in 0.6s. ETA: 20.2s. Rate: 353.94 forecasts/min
[2026-01-01T20:35:59.626269] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.627253] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2026-01-01T20:35:59.627309] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-01T20:35:59.627341] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2026-01-01T20:35:59.628153] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:35:59.628215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:35:59.633163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:59.634979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:35:59.635447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:59.635847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:35:59.638208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:35:59.676807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.716392] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:59.740564] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:35:59.795607] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2026-01-01T20:35:59.795687] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=57.6051%)
[2026-01-01T20:35:59.796076] [INFO ] [main      ] Fetching symbol history for WAVE...
[2026-01-01T20:35:59.796128] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2026-01-01T20:35:59.797252] [INFO ] [main      ] Progress: 291/409 forecasts completed (71.1%). SSYS finished in 0.7s. ETA: 20.0s. Rate: 353.85 forecasts/min
[2026-01-01T20:35:59.797733] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2026-01-01T20:35:59.797797] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=60.56%)
[2026-01-01T20:35:59.798005] [INFO ] [main      ] Fetching symbol history for GAB...
[2026-01-01T20:35:59.798052] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2026-01-01T20:35:59.798795] [INFO ] [main      ] Progress: 292/409 forecasts completed (71.4%). WTI finished in 0.6s. ETA: 19.8s. Rate: 355.05 forecasts/min
[2026-01-01T20:35:59.807694] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.808649] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2026-01-01T20:35:59.808701] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2026-01-01T20:35:59.808733] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2026-01-01T20:35:59.809524] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:35:59.809610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:35:59.809767] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:35:59.810472] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2026-01-01T20:35:59.810524] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2026-01-01T20:35:59.810555] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2026-01-01T20:35:59.811333] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:35:59.811361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:35:59.811392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:59.811898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:35:59.812305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:35:59.812346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:35:59.813254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:35:59.844308] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-31
[2026-01-01T20:35:59.860335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:35:59.926317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:35:59.928703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:35:59.930069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:35:59.935055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:35:59.935870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:35:59.937233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:00.012747] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:00.033052] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-31
[2026-01-01T20:36:00.114777] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2026-01-01T20:36:00.114848] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=51.7627%)
[2026-01-01T20:36:00.115241] [INFO ] [main      ] Progress: 293/409 forecasts completed (71.6%). NAMS finished in 0.6s. ETA: 19.7s. Rate: 354.00 forecasts/min
[2026-01-01T20:36:00.115368] [INFO ] [main      ] Fetching symbol history for PSCE...
[2026-01-01T20:36:00.115411] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2026-01-01T20:36:00.144059] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:00.147633] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2026-01-01T20:36:00.147701] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2026-01-01T20:36:00.147735] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2026-01-01T20:36:00.148704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:00.148768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:00.153689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:00.154254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:00.154702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:00.160166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:00.206485] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:00.288149] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-31
[2026-01-01T20:36:00.313201] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-31
[2026-01-01T20:36:00.319275] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2026-01-01T20:36:00.319346] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=53.5905%)
[2026-01-01T20:36:00.319500] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-01T20:36:00.319543] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-01T20:36:00.319906] [INFO ] [main      ] Progress: 294/409 forecasts completed (71.9%). TSLS finished in 0.7s. ETA: 19.5s. Rate: 353.75 forecasts/min
[2026-01-01T20:36:00.341164] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:00.342811] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-01T20:36:00.342867] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-01T20:36:00.342899] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-01T20:36:00.343686] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:00.343748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:00.348744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:00.350613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:00.351095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:00.355203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:36:00.357232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:00.542619] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:00.544296] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:00.636760] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2026-01-01T20:36:00.636831] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=59.5758%)
[2026-01-01T20:36:00.637190] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-01T20:36:00.637241] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-01T20:36:00.637711] [INFO ] [main      ] Progress: 295/409 forecasts completed (72.1%). WAVE finished in 0.8s. ETA: 19.4s. Rate: 352.70 forecasts/min
[2026-01-01T20:36:00.648461] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:00.651625] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-01T20:36:00.651691] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-01T20:36:00.651722] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-01T20:36:00.652556] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-01T20:36:00.652648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:00.660547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:00.665407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:00.665920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:00.666366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:00.678986] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-31
[2026-01-01T20:36:00.799532] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2026-01-01T20:36:00.799651] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=35.7574%)
[2026-01-01T20:36:00.803043] [INFO ] [main      ] Fetching symbol history for CLCO...
[2026-01-01T20:36:00.803097] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2026-01-01T20:36:00.805799] [INFO ] [main      ] Progress: 296/409 forecasts completed (72.4%). GAB finished in 1.0s. ETA: 19.2s. Rate: 352.72 forecasts/min
[2026-01-01T20:36:00.824111] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:00.827408] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2026-01-01T20:36:00.827466] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2026-01-01T20:36:00.827498] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2026-01-01T20:36:00.828273] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:00.828368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:36:00.829122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:00.846424] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:00.848511] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-31
[2026-01-01T20:36:00.871640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:00.873748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:00.874786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:00.875458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:36:00.876167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:36:00.895623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:36:00.897461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:00.930314] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2026-01-01T20:36:00.930397] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.1306%)
[2026-01-01T20:36:00.930786] [INFO ] [main      ] Progress: 297/409 forecasts completed (72.6%). PSCE finished in 0.8s. ETA: 19.0s. Rate: 353.03 forecasts/min
[2026-01-01T20:36:00.930907] [INFO ] [main      ] Fetching symbol history for QMCO...
[2026-01-01T20:36:00.930949] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2026-01-01T20:36:00.943382] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:00.944402] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2026-01-01T20:36:00.944456] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2026-01-01T20:36:00.944489] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2026-01-01T20:36:00.945314] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:00.945375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:00.950219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:00.952045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:00.952532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:00.952939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:00.990758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:00.995229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:00.996925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.100728] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:01.192641] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-31
[2026-01-01T20:36:01.216121] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-01T20:36:01.216200] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=64.7936%)
[2026-01-01T20:36:01.216601] [INFO ] [main      ] Fetching symbol history for BNTX...
[2026-01-01T20:36:01.216655] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2026-01-01T20:36:01.216894] [INFO ] [main      ] Progress: 298/409 forecasts completed (72.9%). MEI finished in 0.9s. ETA: 18.9s. Rate: 352.23 forecasts/min
[2026-01-01T20:36:01.234334] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:01.235715] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2026-01-01T20:36:01.235810] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2026-01-01T20:36:01.235859] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2026-01-01T20:36:01.237530] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:01.237693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:01.246169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:01.248620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.336117] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-31
[2026-01-01T20:36:01.346900] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-31
[2026-01-01T20:36:01.359398] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:01.416908] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2026-01-01T20:36:01.416978] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=22.5727%)
[2026-01-01T20:36:01.417132] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2026-01-01T20:36:01.417176] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2026-01-01T20:36:01.418044] [INFO ] [main      ] Progress: 299/409 forecasts completed (73.1%). CLCO finished in 0.6s. ETA: 18.7s. Rate: 352.01 forecasts/min
[2026-01-01T20:36:01.428827] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:01.429791] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2026-01-01T20:36:01.429848] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2026-01-01T20:36:01.429879] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2026-01-01T20:36:01.430665] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:01.430724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:01.432469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:01.433011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:01.433424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:36:01.434808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.534302] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:01.545652] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:01.626942] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-31
[2026-01-01T20:36:01.684844] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2026-01-01T20:36:01.684953] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=32.65% (Conf=46.1498%)
[2026-01-01T20:36:01.685470] [INFO ] [main      ] Fetching symbol history for COLM...
[2026-01-01T20:36:01.685543] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2026-01-01T20:36:01.685662] [INFO ] [main      ] Progress: 300/409 forecasts completed (73.3%). QMCO finished in 0.8s. ETA: 18.6s. Rate: 351.35 forecasts/min
[2026-01-01T20:36:01.696732] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-01T20:36:01.696820] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=55.6602%)
[2026-01-01T20:36:01.697401] [INFO ] [main      ] Fetching symbol history for FIVN...
[2026-01-01T20:36:01.697467] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2026-01-01T20:36:01.697657] [INFO ] [main      ] Progress: 301/409 forecasts completed (73.6%). NVDL finished in 1.1s. ETA: 18.4s. Rate: 352.43 forecasts/min
[2026-01-01T20:36:01.703247] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:01.704302] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2026-01-01T20:36:01.704408] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2026-01-01T20:36:01.704474] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2026-01-01T20:36:01.706024] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:01.706181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:01.711619] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:01.712538] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2026-01-01T20:36:01.712615] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2026-01-01T20:36:01.712649] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2026-01-01T20:36:01.713418] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:01.713480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:01.718249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:01.757806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:01.759100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:01.760192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:01.761318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:36:01.764100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:01.765742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.767114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:01.769440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:01.770760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:01.772789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:01.773368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:01.775247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:01.776473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:36:01.777222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.802670] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:01.802646] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-31
[2026-01-01T20:36:01.933909] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2026-01-01T20:36:01.933982] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-4.58% (Conf=50.4893%)
[2026-01-01T20:36:01.934376] [INFO ] [main      ] Fetching symbol history for MMLP...
[2026-01-01T20:36:01.934431] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2026-01-01T20:36:01.934672] [INFO ] [main      ] Progress: 302/409 forecasts completed (73.8%). BNTX finished in 0.7s. ETA: 18.2s. Rate: 351.98 forecasts/min
[2026-01-01T20:36:01.946132] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:01.947978] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2026-01-01T20:36:01.948035] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-01T20:36:01.948067] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2026-01-01T20:36:01.948968] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:01.949042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:01.950315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:01.951669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:01.976805] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.052398] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2026-01-01T20:36:02.052469] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=66.6938%)
[2026-01-01T20:36:02.052687] [INFO ] [main      ] Fetching symbol history for PLPC...
[2026-01-01T20:36:02.052737] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2026-01-01T20:36:02.053706] [INFO ] [main      ] Progress: 303/409 forecasts completed (74.1%). BOTZ finished in 0.6s. ETA: 18.1s. Rate: 352.33 forecasts/min
[2026-01-01T20:36:02.064526] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.065343] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2026-01-01T20:36:02.065396] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2026-01-01T20:36:02.065428] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2026-01-01T20:36:02.066250] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:02.066312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:02.071415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:02.073302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:02.073822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:02.074272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:02.110499] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.143328] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.280600] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.310466] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.327043] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.375060] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2026-01-01T20:36:02.375148] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=51.5473%)
[2026-01-01T20:36:02.375519] [INFO ] [main      ] Fetching symbol history for FIXD...
[2026-01-01T20:36:02.375597] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2026-01-01T20:36:02.375684] [INFO ] [main      ] Progress: 304/409 forecasts completed (74.3%). FIVN finished in 0.7s. ETA: 17.9s. Rate: 351.30 forecasts/min
[2026-01-01T20:36:02.387042] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.388251] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2026-01-01T20:36:02.388306] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2026-01-01T20:36:02.388338] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2026-01-01T20:36:02.389358] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:02.389419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:02.391291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:02.391830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:02.392630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:36:02.395230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:02.423928] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.438372] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2026-01-01T20:36:02.438464] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=54.8989%)
[2026-01-01T20:36:02.439021] [INFO ] [main      ] Fetching symbol history for PRME...
[2026-01-01T20:36:02.439084] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2026-01-01T20:36:02.439666] [INFO ] [main      ] Progress: 305/409 forecasts completed (74.6%). COLM finished in 0.8s. ETA: 17.7s. Rate: 352.02 forecasts/min
[2026-01-01T20:36:02.451459] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.452338] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2026-01-01T20:36:02.452400] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2026-01-01T20:36:02.452435] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2026-01-01T20:36:02.453317] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:02.453379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:02.456284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:36:02.457212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:02.490931] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.545798] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2026-01-01T20:36:02.545897] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=52.7941%)
[2026-01-01T20:36:02.546393] [INFO ] [main      ] Fetching symbol history for FOF...
[2026-01-01T20:36:02.546462] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2026-01-01T20:36:02.547357] [INFO ] [main      ] Progress: 306/409 forecasts completed (74.8%). MMLP finished in 0.6s. ETA: 17.5s. Rate: 352.44 forecasts/min
[2026-01-01T20:36:02.559084] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.559999] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2026-01-01T20:36:02.560057] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2026-01-01T20:36:02.560088] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2026-01-01T20:36:02.561018] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:02.561118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:02.568379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:02.569609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:02.571482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:02.574096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:02.574803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:02.576060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:36:02.578194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:36:02.584356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:02.603238] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.726616] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.729651] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2026-01-01T20:36:02.729748] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=48.3497%)
[2026-01-01T20:36:02.730007] [INFO ] [main      ] Fetching symbol history for DCOM...
[2026-01-01T20:36:02.730069] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2026-01-01T20:36:02.731804] [INFO ] [main      ] Progress: 307/409 forecasts completed (75.1%). PLPC finished in 0.7s. ETA: 17.4s. Rate: 352.35 forecasts/min
[2026-01-01T20:36:02.744081] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.744920] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2026-01-01T20:36:02.744973] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2026-01-01T20:36:02.745004] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2026-01-01T20:36:02.745845] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:02.745907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:02.747663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:02.748185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:02.754839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:02.842380] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.896504] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:02.956790] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2026-01-01T20:36:02.956863] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=63.3698%)
[2026-01-01T20:36:02.956812] [DEBUG] [MAG       ] FOF: Last date is validated at 2025-12-31
[2026-01-01T20:36:02.957270] [INFO ] [main      ] Fetching symbol history for RLI...
[2026-01-01T20:36:02.957323] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2026-01-01T20:36:02.957667] [INFO ] [main      ] Progress: 308/409 forecasts completed (75.3%). FIXD finished in 0.6s. ETA: 17.2s. Rate: 351.98 forecasts/min
[2026-01-01T20:36:02.968636] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:02.969623] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2026-01-01T20:36:02.969683] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2026-01-01T20:36:02.969718] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2026-01-01T20:36:02.970502] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:02.970560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:02.974765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.011298] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.072336] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2026-01-01T20:36:03.072406] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=57.584%)
[2026-01-01T20:36:03.072875] [INFO ] [main      ] Fetching symbol history for UNP...
[2026-01-01T20:36:03.072928] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2026-01-01T20:36:03.073665] [INFO ] [main      ] Progress: 309/409 forecasts completed (75.6%). PRME finished in 0.6s. ETA: 17.0s. Rate: 352.34 forecasts/min
[2026-01-01T20:36:03.085956] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.086910] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2026-01-01T20:36:03.086967] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2026-01-01T20:36:03.086998] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2026-01-01T20:36:03.087786] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:03.087849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:03.092646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:03.094417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:03.094923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:03.095364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:03.095775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:03.097821] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-31
[2026-01-01T20:36:03.098095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:03.099315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:03.101934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:03.103246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.127750] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.190868] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2026-01-01T20:36:03.190944] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=54.4128%)
[2026-01-01T20:36:03.191352] [INFO ] [main      ] Fetching symbol history for GSK...
[2026-01-01T20:36:03.191405] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2026-01-01T20:36:03.192654] [INFO ] [main      ] Progress: 310/409 forecasts completed (75.8%). FOF finished in 0.6s. ETA: 16.8s. Rate: 352.68 forecasts/min
[2026-01-01T20:36:03.203638] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.204611] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2026-01-01T20:36:03.204664] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2026-01-01T20:36:03.204695] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2026-01-01T20:36:03.205475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:03.205535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:03.207243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:03.207776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:03.208213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:03.248216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.265926] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.311619] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-31
[2026-01-01T20:36:03.343291] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2026-01-01T20:36:03.343364] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=63.8913%)
[2026-01-01T20:36:03.343738] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-01T20:36:03.343792] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-01T20:36:03.344662] [INFO ] [main      ] Progress: 311/409 forecasts completed (76.0%). DCOM finished in 0.6s. ETA: 16.7s. Rate: 352.80 forecasts/min
[2026-01-01T20:36:03.355202] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.356222] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-01T20:36:03.356274] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-01T20:36:03.356306] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-01T20:36:03.357144] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:03.357209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:03.359023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:03.359534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:03.359954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:03.360722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:03.361453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:03.438994] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-31
[2026-01-01T20:36:03.439868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:03.442081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:36:03.443345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-01T20:36:03.444097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.480098] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.562698] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2026-01-01T20:36:03.562771] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=55.3425%)
[2026-01-01T20:36:03.563167] [INFO ] [main      ] Fetching symbol history for HELE...
[2026-01-01T20:36:03.563219] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2026-01-01T20:36:03.563650] [INFO ] [main      ] Progress: 312/409 forecasts completed (76.3%). RLI finished in 0.6s. ETA: 16.5s. Rate: 352.48 forecasts/min
[2026-01-01T20:36:03.574834] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.575690] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2026-01-01T20:36:03.575749] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2026-01-01T20:36:03.575783] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2026-01-01T20:36:03.576635] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:03.576701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:03.581732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:03.583691] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-31
[2026-01-01T20:36:03.604246] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.658400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:03.659995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.735293] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2026-01-01T20:36:03.735364] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=69.8631%)
[2026-01-01T20:36:03.735860] [INFO ] [main      ] Fetching symbol history for WB...
[2026-01-01T20:36:03.735914] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2026-01-01T20:36:03.736649] [INFO ] [main      ] Progress: 313/409 forecasts completed (76.5%). UNP finished in 0.7s. ETA: 16.3s. Rate: 352.46 forecasts/min
[2026-01-01T20:36:03.748990] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.749844] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2026-01-01T20:36:03.749904] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2026-01-01T20:36:03.749935] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2026-01-01T20:36:03.750778] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:03.750842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:03.752542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:03.753087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:03.753140] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.754014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-01T20:36:03.755729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:36:03.756865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:03.784407] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-31
[2026-01-01T20:36:03.832164] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2026-01-01T20:36:03.832238] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=61.5832%)
[2026-01-01T20:36:03.832397] [INFO ] [main      ] Fetching symbol history for ASML...
[2026-01-01T20:36:03.832441] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2026-01-01T20:36:03.833671] [INFO ] [main      ] Progress: 314/409 forecasts completed (76.8%). GSK finished in 0.6s. ETA: 16.1s. Rate: 352.94 forecasts/min
[2026-01-01T20:36:03.844434] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:03.845331] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2026-01-01T20:36:03.845392] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2026-01-01T20:36:03.845426] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2026-01-01T20:36:03.846254] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:03.846315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:03.851258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:03.961295] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:03.962663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:03.965733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:03.966860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:04.005608] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.047415] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-01T20:36:04.047485] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=61.2197%)
[2026-01-01T20:36:04.047879] [INFO ] [main      ] Progress: 315/409 forecasts completed (77.0%). SKRE finished in 0.7s. ETA: 16.0s. Rate: 352.65 forecasts/min
[2026-01-01T20:36:04.048001] [INFO ] [main      ] Fetching symbol history for NTB...
[2026-01-01T20:36:04.048045] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2026-01-01T20:36:04.060176] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.062012] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2026-01-01T20:36:04.062067] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2026-01-01T20:36:04.062100] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2026-01-01T20:36:04.062909] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:04.062968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:04.068352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:04.071650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:04.111844] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.174703] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:04.270959] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2026-01-01T20:36:04.271056] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=55.3642%)
[2026-01-01T20:36:04.271513] [INFO ] [main      ] Fetching symbol history for TBI...
[2026-01-01T20:36:04.271643] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2026-01-01T20:36:04.271703] [INFO ] [main      ] Progress: 316/409 forecasts completed (77.3%). HELE finished in 0.7s. ETA: 15.8s. Rate: 352.30 forecasts/min
[2026-01-01T20:36:04.281394] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:04.283188] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.286682] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2026-01-01T20:36:04.286756] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2026-01-01T20:36:04.286790] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2026-01-01T20:36:04.288512] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:36:04.319075] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.415454] [INFO ] [LOCAL     ] WB: Saved forecast.
[2026-01-01T20:36:04.415538] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=61.3405%)
[2026-01-01T20:36:04.415978] [INFO ] [main      ] Fetching symbol history for CHCO...
[2026-01-01T20:36:04.416031] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2026-01-01T20:36:04.416756] [INFO ] [main      ] Progress: 317/409 forecasts completed (77.5%). WB finished in 0.7s. ETA: 15.7s. Rate: 352.47 forecasts/min
[2026-01-01T20:36:04.428899] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.429938] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2026-01-01T20:36:04.429990] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2026-01-01T20:36:04.430021] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2026-01-01T20:36:04.430812] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:04.430872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:04.431768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:04.432514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:36:04.433279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:04.437691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:36:04.439121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:04.457157] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.511842] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:04.633992] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:04.649076] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.706538] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2026-01-01T20:36:04.706636] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=48.3918%)
[2026-01-01T20:36:04.707061] [INFO ] [main      ] Fetching symbol history for QCOM...
[2026-01-01T20:36:04.707115] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2026-01-01T20:36:04.707680] [INFO ] [main      ] Progress: 318/409 forecasts completed (77.8%). ASML finished in 0.9s. ETA: 15.5s. Rate: 351.68 forecasts/min
[2026-01-01T20:36:04.713901] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2026-01-01T20:36:04.713973] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2026-01-01T20:36:04.714346] [INFO ] [main      ] Fetching symbol history for ERIE...
[2026-01-01T20:36:04.714400] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2026-01-01T20:36:04.715432] [INFO ] [main      ] Progress: 319/409 forecasts completed (78.0%). NTB finished in 0.7s. ETA: 15.3s. Rate: 352.74 forecasts/min
[2026-01-01T20:36:04.720880] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.721754] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2026-01-01T20:36:04.721815] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2026-01-01T20:36:04.721848] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2026-01-01T20:36:04.722686] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:04.722751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:04.726566] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.727616] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2026-01-01T20:36:04.727671] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2026-01-01T20:36:04.727703] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2026-01-01T20:36:04.727749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:04.728522] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:04.728602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:04.729399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:04.729733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:04.730240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:04.730759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:04.731171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:04.732234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:04.777945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:36:04.779521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:04.784725] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-31
[2026-01-01T20:36:04.822552] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:04.851023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:36:04.853107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:04.883259] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2026-01-01T20:36:04.883333] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=56.916%)
[2026-01-01T20:36:04.883785] [INFO ] [main      ] Fetching symbol history for MBWM...
[2026-01-01T20:36:04.883839] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2026-01-01T20:36:04.884668] [INFO ] [main      ] Progress: 320/409 forecasts completed (78.2%). TBI finished in 0.6s. ETA: 15.1s. Rate: 352.74 forecasts/min
[2026-01-01T20:36:04.895853] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:04.896760] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2026-01-01T20:36:04.896817] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2026-01-01T20:36:04.896849] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2026-01-01T20:36:04.897678] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-01T20:36:04.977003] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:05.088900] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2026-01-01T20:36:05.088985] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=56.1825%)
[2026-01-01T20:36:05.089454] [INFO ] [main      ] Fetching symbol history for SPOK...
[2026-01-01T20:36:05.089507] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2026-01-01T20:36:05.089695] [INFO ] [main      ] Progress: 321/409 forecasts completed (78.5%). CHCO finished in 0.7s. ETA: 15.0s. Rate: 352.52 forecasts/min
[2026-01-01T20:36:05.101724] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:05.102898] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2026-01-01T20:36:05.102955] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2026-01-01T20:36:05.102986] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2026-01-01T20:36:05.103772] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:05.103833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:05.108629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:05.110425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:05.110946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:05.111754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:05.133811] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.206653] [DEBUG] [MAG       ] QCOM: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.221943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:36:05.223370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:05.225411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:05.250851] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.307113] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:05.375462] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:05.422611] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:05.436995] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2026-01-01T20:36:05.437076] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=63.0898%)
[2026-01-01T20:36:05.437527] [INFO ] [main      ] Progress: 322/409 forecasts completed (78.7%). ERIE finished in 0.7s. ETA: 14.9s. Rate: 351.38 forecasts/min
[2026-01-01T20:36:05.437687] [INFO ] [main      ] Fetching symbol history for LECO...
[2026-01-01T20:36:05.437733] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2026-01-01T20:36:05.449696] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:05.450863] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2026-01-01T20:36:05.450922] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2026-01-01T20:36:05.450957] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2026-01-01T20:36:05.451798] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:05.451858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:05.456958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:05.458043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:36:05.458763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:05.507124] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2026-01-01T20:36:05.507197] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=46.8737%)
[2026-01-01T20:36:05.507616] [INFO ] [main      ] Fetching symbol history for TAYD...
[2026-01-01T20:36:05.507668] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2026-01-01T20:36:05.507661] [INFO ] [main      ] Progress: 323/409 forecasts completed (79.0%). MBWM finished in 0.6s. ETA: 14.7s. Rate: 352.02 forecasts/min
[2026-01-01T20:36:05.517388] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2026-01-01T20:36:05.517461] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-3.35% (Conf=52.5477%)
[2026-01-01T20:36:05.517986] [INFO ] [main      ] Fetching symbol history for AMBA...
[2026-01-01T20:36:05.518032] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2026-01-01T20:36:05.519641] [INFO ] [main      ] Progress: 324/409 forecasts completed (79.2%). QCOM finished in 0.8s. ETA: 14.4s. Rate: 353.03 forecasts/min
[2026-01-01T20:36:05.520978] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:05.521875] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2026-01-01T20:36:05.521930] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2026-01-01T20:36:05.521962] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2026-01-01T20:36:05.522866] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:05.522930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:05.524838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:05.525469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:05.525925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:05.528652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:05.529762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:05.531857] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:05.532774] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2026-01-01T20:36:05.532830] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2026-01-01T20:36:05.532862] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2026-01-01T20:36:05.533680] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:05.533746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:05.534604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:05.538911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:05.540919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:05.541471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:05.541896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:05.567302] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.592609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:36:05.594722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:36:05.597229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:36:05.598935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:05.734094] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:05.802872] [DEBUG] [MAG       ] LECO: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.808558] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2026-01-01T20:36:05.808645] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=51.1477%)
[2026-01-01T20:36:05.809049] [INFO ] [main      ] Fetching symbol history for CMSA...
[2026-01-01T20:36:05.809111] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2026-01-01T20:36:05.809659] [INFO ] [main      ] Progress: 325/409 forecasts completed (79.5%). SPOK finished in 0.7s. ETA: 14.3s. Rate: 352.27 forecasts/min
[2026-01-01T20:36:05.821365] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:05.822394] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2026-01-01T20:36:05.822449] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2026-01-01T20:36:05.822481] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2026-01-01T20:36:05.823316] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:05.823379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:05.828280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:05.830248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:05.830785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:05.831247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:05.831675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:05.834273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:05.874341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:05.881093] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.953553] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-31
[2026-01-01T20:36:05.978294] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:06.061353] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:06.110029] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2026-01-01T20:36:06.110118] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=59.9704%)
[2026-01-01T20:36:06.110536] [INFO ] [main      ] Fetching symbol history for HSBC...
[2026-01-01T20:36:06.110609] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2026-01-01T20:36:06.111640] [INFO ] [main      ] Progress: 326/409 forecasts completed (79.7%). LECO finished in 0.7s. ETA: 14.2s. Rate: 351.43 forecasts/min
[2026-01-01T20:36:06.123892] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:06.124898] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2026-01-01T20:36:06.124960] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2026-01-01T20:36:06.124993] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2026-01-01T20:36:06.125953] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:06.126017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:06.131137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:06.161314] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2026-01-01T20:36:06.161390] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=48.5296%)
[2026-01-01T20:36:06.161826] [INFO ] [main      ] Progress: 327/409 forecasts completed (80.0%). TAYD finished in 0.7s. ETA: 14.0s. Rate: 352.20 forecasts/min
[2026-01-01T20:36:06.161963] [INFO ] [main      ] Fetching symbol history for NATH...
[2026-01-01T20:36:06.162016] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2026-01-01T20:36:06.163067] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:06.175530] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:06.176621] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2026-01-01T20:36:06.176702] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2026-01-01T20:36:06.176748] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2026-01-01T20:36:06.177746] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:06.177810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:06.186789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:06.283200] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-31
[2026-01-01T20:36:06.300294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:06.301379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:06.303092] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2026-01-01T20:36:06.303171] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=55.1466%)
[2026-01-01T20:36:06.303699] [INFO ] [main      ] Fetching symbol history for YSG...
[2026-01-01T20:36:06.303774] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2026-01-01T20:36:06.304782] [INFO ] [main      ] Progress: 328/409 forecasts completed (80.2%). AMBA finished in 0.8s. ETA: 13.8s. Rate: 352.37 forecasts/min
[2026-01-01T20:36:06.318112] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:06.319743] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2026-01-01T20:36:06.319808] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2026-01-01T20:36:06.319842] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2026-01-01T20:36:06.320780] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:36:06.320863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:06.326889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:06.329298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:06.329969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:06.330506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:36:06.333219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:06.333861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:06.335231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:06.337333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:06.338637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:36:06.339438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:06.378357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:06.501101] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:06.573558] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-31
[2026-01-01T20:36:06.586694] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2026-01-01T20:36:06.586798] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=53.6327%)
[2026-01-01T20:36:06.587333] [INFO ] [main      ] Fetching symbol history for VFC...
[2026-01-01T20:36:06.587407] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2026-01-01T20:36:06.587723] [INFO ] [main      ] Progress: 329/409 forecasts completed (80.4%). CMSA finished in 0.8s. ETA: 13.6s. Rate: 351.66 forecasts/min
[2026-01-01T20:36:06.603837] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:06.605178] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2026-01-01T20:36:06.605268] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2026-01-01T20:36:06.605323] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2026-01-01T20:36:06.606672] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:06.606776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:06.614691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:06.616294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:06.619174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:06.733599] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-31
[2026-01-01T20:36:06.780332] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:06.838221] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-31
[2026-01-01T20:36:06.890238] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2026-01-01T20:36:06.890329] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=66.3005%)
[2026-01-01T20:36:06.890843] [INFO ] [main      ] Fetching symbol history for MNSO...
[2026-01-01T20:36:06.890911] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2026-01-01T20:36:06.891834] [INFO ] [main      ] Progress: 330/409 forecasts completed (80.7%). HSBC finished in 0.8s. ETA: 13.5s. Rate: 350.83 forecasts/min
[2026-01-01T20:36:06.904674] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:06.905873] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2026-01-01T20:36:06.905932] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2026-01-01T20:36:06.905964] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2026-01-01T20:36:06.907000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:06.907083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:06.912771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:36:06.914628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:36:06.917816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-01T20:36:06.925477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:06.966744] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.057785] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2026-01-01T20:36:07.057897] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-6.03% (Conf=53.6419%)
[2026-01-01T20:36:07.058438] [INFO ] [main      ] Fetching symbol history for DOCN...
[2026-01-01T20:36:07.058511] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2026-01-01T20:36:07.059922] [INFO ] [main      ] Progress: 331/409 forecasts completed (80.9%). YSG finished in 0.8s. ETA: 13.3s. Rate: 350.85 forecasts/min
[2026-01-01T20:36:07.075386] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.076795] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2026-01-01T20:36:07.076889] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2026-01-01T20:36:07.076940] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2026-01-01T20:36:07.078241] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:07.078344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:07.080970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:07.081824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:07.083520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:07.086613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:07.088412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:36:07.089646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:07.097157] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.104696] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-31
[2026-01-01T20:36:07.229110] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2026-01-01T20:36:07.229192] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=58.5755%)
[2026-01-01T20:36:07.229639] [INFO ] [main      ] Fetching symbol history for CMPS...
[2026-01-01T20:36:07.229696] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2026-01-01T20:36:07.229744] [INFO ] [main      ] Progress: 332/409 forecasts completed (81.2%). NATH finished in 1.1s. ETA: 13.2s. Rate: 350.85 forecasts/min
[2026-01-01T20:36:07.243229] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.244209] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2026-01-01T20:36:07.244269] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2026-01-01T20:36:07.244302] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2026-01-01T20:36:07.245205] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:07.245272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:07.251304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:07.252450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:07.254728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:07.260407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:07.261827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:07.313320] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.395815] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2026-01-01T20:36:07.395888] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=42.5431%)
[2026-01-01T20:36:07.396059] [INFO ] [main      ] Fetching symbol history for VUZI...
[2026-01-01T20:36:07.396129] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2026-01-01T20:36:07.397687] [INFO ] [main      ] Progress: 333/409 forecasts completed (81.4%). VFC finished in 0.8s. ETA: 13.0s. Rate: 350.87 forecasts/min
[2026-01-01T20:36:07.409672] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.410454] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2026-01-01T20:36:07.410513] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2026-01-01T20:36:07.410546] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2026-01-01T20:36:07.411417] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:07.411481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:07.413352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:07.414012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:07.416161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:36:07.416956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:07.431982] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-31
[2026-01-01T20:36:07.550749] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-31
[2026-01-01T20:36:07.611744] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.663898] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-31
[2026-01-01T20:36:07.704267] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2026-01-01T20:36:07.704718] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-2.03% (Conf=48.4808%)
[2026-01-01T20:36:07.705050] [INFO ] [main      ] Fetching symbol history for GOOS...
[2026-01-01T20:36:07.705101] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2026-01-01T20:36:07.707407] [INFO ] [main      ] Progress: 334/409 forecasts completed (81.7%). MNSO finished in 0.8s. ETA: 12.9s. Rate: 350.02 forecasts/min
[2026-01-01T20:36:07.716484] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.717340] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2026-01-01T20:36:07.717390] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2026-01-01T20:36:07.717420] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2026-01-01T20:36:07.718219] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:07.718281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:07.719046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:36:07.720823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:07.723619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:36:07.724687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:07.725840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:07.739089] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.777699] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-31
[2026-01-01T20:36:07.840333] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2026-01-01T20:36:07.840412] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=2.58% (Conf=46.68%)
[2026-01-01T20:36:07.840829] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-01T20:36:07.840894] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-01T20:36:07.841812] [INFO ] [main      ] Progress: 335/409 forecasts completed (81.9%). DOCN finished in 0.8s. ETA: 12.7s. Rate: 350.25 forecasts/min
[2026-01-01T20:36:07.845339] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.853884] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.855596] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-01T20:36:07.855655] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-01T20:36:07.855689] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-01T20:36:07.856549] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:07.856649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:07.858487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:07.859069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:36:07.860156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:36:07.860826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:07.923824] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2026-01-01T20:36:07.923894] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=-4.50% (Conf=68.1446%)
[2026-01-01T20:36:07.924270] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-01T20:36:07.924321] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-01T20:36:07.924672] [INFO ] [main      ] Progress: 336/409 forecasts completed (82.2%). CMPS finished in 0.7s. ETA: 12.5s. Rate: 350.79 forecasts/min
[2026-01-01T20:36:07.937601] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:07.938508] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-01T20:36:07.938569] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-01T20:36:07.938624] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-01T20:36:07.939520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:07.939599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:07.953787] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:07.985787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:08.020248] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2026-01-01T20:36:08.020330] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=12.65% (Conf=58.5395%)
[2026-01-01T20:36:08.020546] [INFO ] [main      ] Fetching symbol history for GLBS...
[2026-01-01T20:36:08.020607] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2026-01-01T20:36:08.021681] [INFO ] [main      ] Progress: 337/409 forecasts completed (82.4%). VUZI finished in 0.6s. ETA: 12.3s. Rate: 351.24 forecasts/min
[2026-01-01T20:36:08.032195] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:08.033347] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2026-01-01T20:36:08.033399] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2026-01-01T20:36:08.033430] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2026-01-01T20:36:08.034555] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:08.034636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:08.036327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:08.036863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:08.037353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:08.039422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:36:08.041913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:36:08.043285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.068817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.098290] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-31
[2026-01-01T20:36:08.243931] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-31
[2026-01-01T20:36:08.278181] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:08.348017] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2026-01-01T20:36:08.348090] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=63.9339%)
[2026-01-01T20:36:08.348449] [INFO ] [main      ] Fetching symbol history for AMAL...
[2026-01-01T20:36:08.348500] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2026-01-01T20:36:08.348670] [INFO ] [main      ] Progress: 338/409 forecasts completed (82.6%). GOOS finished in 0.6s. ETA: 12.2s. Rate: 350.29 forecasts/min
[2026-01-01T20:36:08.359980] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:08.361116] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2026-01-01T20:36:08.361169] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2026-01-01T20:36:08.361201] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2026-01-01T20:36:08.362003] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:08.362065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:08.363786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:08.364289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:08.364700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:08.367094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:08.368380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:08.388295] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-31
[2026-01-01T20:36:08.429656] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-31
[2026-01-01T20:36:08.431868] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:08.443150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:08.446065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:36:08.448252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.522918] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-01T20:36:08.522992] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=65.6887%)
[2026-01-01T20:36:08.523421] [INFO ] [main      ] Fetching symbol history for LTC...
[2026-01-01T20:36:08.524851] [INFO ] [main      ] Progress: 339/409 forecasts completed (82.9%). USVM finished in 0.7s. ETA: 12.0s. Rate: 350.26 forecasts/min
[2026-01-01T20:36:08.523473] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2026-01-01T20:36:08.538634] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:08.539500] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2026-01-01T20:36:08.539560] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2026-01-01T20:36:08.539614] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2026-01-01T20:36:08.540527] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:08.540614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:08.545762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:08.547833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:08.548418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:08.550994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:08.554012] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:08.600030] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:08.614961] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2026-01-01T20:36:08.615034] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=23.8657%)
[2026-01-01T20:36:08.615429] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-01T20:36:08.615480] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-01T20:36:08.616645] [INFO ] [main      ] Progress: 340/409 forecasts completed (83.1%). GLBS finished in 0.6s. ETA: 11.8s. Rate: 350.74 forecasts/min
[2026-01-01T20:36:08.628926] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:08.629962] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-01T20:36:08.630014] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-01T20:36:08.630047] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-01T20:36:08.630884] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:08.630945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:08.632649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:08.633164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:08.633628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:08.634026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:36:08.634679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:36:08.635790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.663700] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-01T20:36:08.663774] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=56.4107%)
[2026-01-01T20:36:08.664201] [INFO ] [main      ] Fetching symbol history for CSX...
[2026-01-01T20:36:08.664257] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2026-01-01T20:36:08.664209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:36:08.664663] [INFO ] [main      ] Progress: 341/409 forecasts completed (83.4%). EB finished in 0.7s. ETA: 11.6s. Rate: 351.48 forecasts/min
[2026-01-01T20:36:08.667226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.677201] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:08.678078] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2026-01-01T20:36:08.678136] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2026-01-01T20:36:08.678168] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2026-01-01T20:36:08.679095] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:36:08.679167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:08.681142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:08.681744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:08.682235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:08.682704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:08.683591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:08.684268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:08.685825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:08.689183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:08.691854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:36:08.694548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:08.793525] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-31
[2026-01-01T20:36:08.958598] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:08.973403] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.020218] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.040490] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2026-01-01T20:36:09.040560] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=50.2965%)
[2026-01-01T20:36:09.041029] [INFO ] [main      ] Fetching symbol history for PAGS...
[2026-01-01T20:36:09.041082] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2026-01-01T20:36:09.041660] [INFO ] [main      ] Progress: 342/409 forecasts completed (83.6%). AMAL finished in 0.7s. ETA: 11.5s. Rate: 350.25 forecasts/min
[2026-01-01T20:36:09.045997] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.052417] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.053406] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2026-01-01T20:36:09.053457] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2026-01-01T20:36:09.053488] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2026-01-01T20:36:09.054273] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:09.054333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:09.056047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:09.056538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:09.155803] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.165310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:09.193864] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.219759] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.268764] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2026-01-01T20:36:09.268836] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=50.7224%)
[2026-01-01T20:36:09.269265] [INFO ] [main      ] Fetching symbol history for SY...
[2026-01-01T20:36:09.269316] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2026-01-01T20:36:09.269338] [INFO ] [main      ] Progress: 343/409 forecasts completed (83.9%). LTC finished in 0.7s. ETA: 11.3s. Rate: 349.91 forecasts/min
[2026-01-01T20:36:09.280683] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.281711] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2026-01-01T20:36:09.281765] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2026-01-01T20:36:09.281797] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2026-01-01T20:36:09.282861] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:09.282928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:09.288194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:09.289311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:09.292316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:09.294211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:09.294740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:09.295856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:36:09.298052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:09.302128] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2026-01-01T20:36:09.302200] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=64.5468%)
[2026-01-01T20:36:09.302624] [INFO ] [main      ] Fetching symbol history for IRMD...
[2026-01-01T20:36:09.302676] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2026-01-01T20:36:09.302628] [INFO ] [main      ] Progress: 344/409 forecasts completed (84.1%). CSX finished in 0.6s. ETA: 11.1s. Rate: 350.73 forecasts/min
[2026-01-01T20:36:09.314121] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.315074] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2026-01-01T20:36:09.315127] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2026-01-01T20:36:09.315159] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2026-01-01T20:36:09.315981] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:09.316042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:09.320937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:09.321686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:36:09.323311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:09.438413] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-01T20:36:09.438484] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=63.3836%)
[2026-01-01T20:36:09.438662] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2026-01-01T20:36:09.438728] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2026-01-01T20:36:09.439138] [INFO ] [main      ] Progress: 345/409 forecasts completed (84.4%). DORM finished in 0.8s. ETA: 10.9s. Rate: 350.94 forecasts/min
[2026-01-01T20:36:09.451113] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.452018] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2026-01-01T20:36:09.452072] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2026-01-01T20:36:09.452103] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2026-01-01T20:36:09.452899] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:09.452963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:09.453701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:09.455343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:09.455874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:09.456961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:09.458624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:09.459716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:36:09.460395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:09.501916] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.664293] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.672469] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.675651] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.735689] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2026-01-01T20:36:09.735766] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=47.3066%)
[2026-01-01T20:36:09.736124] [INFO ] [main      ] Fetching symbol history for RBLX...
[2026-01-01T20:36:09.736174] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2026-01-01T20:36:09.736673] [INFO ] [main      ] Progress: 346/409 forecasts completed (84.6%). PAGS finished in 0.7s. ETA: 10.8s. Rate: 350.19 forecasts/min
[2026-01-01T20:36:09.748511] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.749730] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2026-01-01T20:36:09.749782] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2026-01-01T20:36:09.749813] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2026-01-01T20:36:09.750778] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:09.750836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:09.755752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:36:09.771057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:09.822344] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-31
[2026-01-01T20:36:09.862521] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.896647] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:09.968118] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2026-01-01T20:36:09.968207] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=48.4788%)
[2026-01-01T20:36:09.968414] [INFO ] [main      ] Fetching symbol history for BMRN...
[2026-01-01T20:36:09.968469] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2026-01-01T20:36:09.969659] [INFO ] [main      ] Progress: 347/409 forecasts completed (84.8%). IRMD finished in 0.7s. ETA: 10.6s. Rate: 349.82 forecasts/min
[2026-01-01T20:36:09.974417] [INFO ] [LOCAL     ] SY: Saved forecast.
[2026-01-01T20:36:09.974506] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=42.6868%)
[2026-01-01T20:36:09.975021] [INFO ] [main      ] Fetching symbol history for MOH...
[2026-01-01T20:36:09.975085] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2026-01-01T20:36:09.975627] [INFO ] [main      ] Progress: 348/409 forecasts completed (85.1%). SY finished in 0.7s. ETA: 10.4s. Rate: 350.80 forecasts/min
[2026-01-01T20:36:09.981697] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.982855] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2026-01-01T20:36:09.982910] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2026-01-01T20:36:09.982940] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2026-01-01T20:36:09.983781] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:09.983845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:09.988782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:09.990673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:09.990967] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:09.992673] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2026-01-01T20:36:09.992750] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2026-01-01T20:36:09.992784] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2026-01-01T20:36:09.992753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:09.993918] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:09.994002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:09.997126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.000617] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:10.000709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:10.057924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.088167] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2026-01-01T20:36:10.088240] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=52.4799%)
[2026-01-01T20:36:10.088407] [INFO ] [main      ] Fetching symbol history for FC...
[2026-01-01T20:36:10.088451] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2026-01-01T20:36:10.089598] [INFO ] [main      ] Progress: 349/409 forecasts completed (85.3%). FIZZ finished in 0.6s. ETA: 10.3s. Rate: 351.13 forecasts/min
[2026-01-01T20:36:10.101062] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:10.102168] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2026-01-01T20:36:10.102239] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2026-01-01T20:36:10.102288] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2026-01-01T20:36:10.103172] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:10.103240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:10.105028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:10.105608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:10.107027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.113437] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-31
[2026-01-01T20:36:10.284750] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:10.397689] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2026-01-01T20:36:10.397767] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=63.9205%)
[2026-01-01T20:36:10.398143] [INFO ] [main      ] Fetching symbol history for SHEN...
[2026-01-01T20:36:10.398195] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2026-01-01T20:36:10.398671] [INFO ] [main      ] Progress: 350/409 forecasts completed (85.6%). RBLX finished in 0.7s. ETA: 10.1s. Rate: 350.32 forecasts/min
[2026-01-01T20:36:10.410741] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:10.412375] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2026-01-01T20:36:10.412442] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2026-01-01T20:36:10.412474] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2026-01-01T20:36:10.413799] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:10.413861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:10.415602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:10.416125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:10.418387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.433426] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-31
[2026-01-01T20:36:10.474311] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-31
[2026-01-01T20:36:10.480737] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-31
[2026-01-01T20:36:10.604985] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:10.643215] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:10.662556] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:10.709790] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2026-01-01T20:36:10.709872] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=53.3817%)
[2026-01-01T20:36:10.710275] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-01T20:36:10.710328] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-01T20:36:10.710315] [INFO ] [main      ] Progress: 351/409 forecasts completed (85.8%). BMRN finished in 0.7s. ETA: 10.0s. Rate: 349.51 forecasts/min
[2026-01-01T20:36:10.721949] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:10.722981] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-01T20:36:10.723035] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-01T20:36:10.723068] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-01T20:36:10.723882] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:10.723945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:10.728324] [INFO ] [LOCAL     ] FC: Saved forecast.
[2026-01-01T20:36:10.728397] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=61.961%)
[2026-01-01T20:36:10.728827] [INFO ] [main      ] Progress: 352/409 forecasts completed (86.1%). FC finished in 0.6s. ETA: 9.8s. Rate: 350.40 forecasts/min
[2026-01-01T20:36:10.728981] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-01T20:36:10.729027] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-01T20:36:10.728990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:10.740551] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:10.741680] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-01T20:36:10.741737] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-01T20:36:10.741770] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-01T20:36:10.742620] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:10.742684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:10.744410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:10.744958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:10.745373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:10.767897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:10.770241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:10.772392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:10.773837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.774609] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-31
[2026-01-01T20:36:10.785045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:10.786048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:10.787312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.803261] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2026-01-01T20:36:10.803337] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=6.98% (Conf=49.4823%)
[2026-01-01T20:36:10.803746] [INFO ] [main      ] Fetching symbol history for BYD...
[2026-01-01T20:36:10.803797] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2026-01-01T20:36:10.804665] [INFO ] [main      ] Progress: 353/409 forecasts completed (86.3%). MOH finished in 0.8s. ETA: 9.6s. Rate: 350.95 forecasts/min
[2026-01-01T20:36:10.815144] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:10.816192] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2026-01-01T20:36:10.816249] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2026-01-01T20:36:10.816292] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2026-01-01T20:36:10.817207] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:10.817268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:10.822168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:10.824079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:10.824630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:10.825028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:10.952664] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:11.021863] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2026-01-01T20:36:11.021942] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=67.6768%)
[2026-01-01T20:36:11.022334] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-01T20:36:11.022393] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-01T20:36:11.023372] [INFO ] [main      ] Progress: 354/409 forecasts completed (86.6%). SHEN finished in 0.6s. ETA: 9.4s. Rate: 350.67 forecasts/min
[2026-01-01T20:36:11.034776] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:11.035723] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-01T20:36:11.035781] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-01T20:36:11.035814] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-01T20:36:11.036720] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:11.036786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:11.041777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:11.044825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:36:11.045619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:11.047405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:11.047898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:11.049102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:36:11.051335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:11.117640] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.125817] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.179259] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.284935] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:11.293344] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:11.351557] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:11.378552] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-01T20:36:11.378641] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=45.1902%)
[2026-01-01T20:36:11.379053] [INFO ] [main      ] Fetching symbol history for TFIN...
[2026-01-01T20:36:11.379108] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2026-01-01T20:36:11.379629] [INFO ] [main      ] Progress: 355/409 forecasts completed (86.8%). TD finished in 0.7s. ETA: 9.3s. Rate: 349.61 forecasts/min
[2026-01-01T20:36:11.392242] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:11.393258] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2026-01-01T20:36:11.393312] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2026-01-01T20:36:11.393344] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2026-01-01T20:36:11.394181] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:11.394242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:11.395970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:11.396499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:11.396922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:11.402632] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.430718] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-01T20:36:11.430793] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=46.8081%)
[2026-01-01T20:36:11.431336] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-01T20:36:11.431401] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-01T20:36:11.431665] [INFO ] [main      ] Progress: 356/409 forecasts completed (87.0%). SANM finished in 0.7s. ETA: 9.1s. Rate: 350.29 forecasts/min
[2026-01-01T20:36:11.436816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:11.443747] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:11.444782] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-01T20:36:11.444837] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-01T20:36:11.444871] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-01T20:36:11.445697] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:11.445759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:11.448744] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2026-01-01T20:36:11.448819] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=41.621%)
[2026-01-01T20:36:11.449245] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-01T20:36:11.449297] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-01T20:36:11.450658] [INFO ] [main      ] Progress: 357/409 forecasts completed (87.3%). BYD finished in 0.6s. ETA: 8.9s. Rate: 351.17 forecasts/min
[2026-01-01T20:36:11.461172] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:11.462196] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-01T20:36:11.462254] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-01T20:36:11.462285] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-01T20:36:11.463162] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:11.463228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:11.468381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:11.470593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:11.471090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:11.471481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:11.472374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:11.478358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:11.479269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:11.490729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:11.562019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:11.572241] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:11.650979] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-01T20:36:11.651051] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=55.6873%)
[2026-01-01T20:36:11.651444] [INFO ] [main      ] Progress: 358/409 forecasts completed (87.5%). ING finished in 0.6s. ETA: 8.7s. Rate: 351.00 forecasts/min
[2026-01-01T20:36:11.651595] [INFO ] [main      ] Fetching symbol history for NKTX...
[2026-01-01T20:36:11.651640] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2026-01-01T20:36:11.664392] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:11.665304] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2026-01-01T20:36:11.665361] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2026-01-01T20:36:11.665393] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2026-01-01T20:36:11.666268] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:11.666345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:11.668217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:11.668861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:11.669414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:11.670401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:11.792419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:11.798000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:36:11.801239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:11.833362] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.874491] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-31
[2026-01-01T20:36:11.984001] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.014442] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.051168] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.078732] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-01T20:36:12.078805] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=56.0761%)
[2026-01-01T20:36:12.079317] [INFO ] [main      ] Fetching symbol history for AMZD...
[2026-01-01T20:36:12.079378] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2026-01-01T20:36:12.079673] [INFO ] [main      ] Progress: 359/409 forecasts completed (87.8%). TBB finished in 0.6s. ETA: 8.6s. Rate: 349.53 forecasts/min
[2026-01-01T20:36:12.091305] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.092414] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2026-01-01T20:36:12.092468] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2026-01-01T20:36:12.092500] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2026-01-01T20:36:12.093346] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:12.093410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:12.098256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:12.100191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:12.100713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:12.101158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:12.101566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:12.102366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:12.103266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:12.153243] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.154510] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2026-01-01T20:36:12.154586] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=48.6796%)
[2026-01-01T20:36:12.154995] [INFO ] [main      ] Fetching symbol history for HSAI...
[2026-01-01T20:36:12.155046] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2026-01-01T20:36:12.155668] [INFO ] [main      ] Progress: 360/409 forecasts completed (88.0%). TFIN finished in 0.8s. ETA: 8.4s. Rate: 350.07 forecasts/min
[2026-01-01T20:36:12.167136] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.168235] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2026-01-01T20:36:12.168285] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2026-01-01T20:36:12.168317] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2026-01-01T20:36:12.169125] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:12.169184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:12.170055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:12.172420] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.208377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.217867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:12.220302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.227897] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-01T20:36:12.227969] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=47.3983%)
[2026-01-01T20:36:12.228355] [INFO ] [main      ] Fetching symbol history for AYI...
[2026-01-01T20:36:12.228405] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2026-01-01T20:36:12.228666] [INFO ] [main      ] Progress: 361/409 forecasts completed (88.3%). CWCO finished in 0.8s. ETA: 8.2s. Rate: 350.63 forecasts/min
[2026-01-01T20:36:12.241477] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.243005] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2026-01-01T20:36:12.243059] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2026-01-01T20:36:12.243090] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2026-01-01T20:36:12.243887] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:12.243946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:12.248782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:12.250806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:12.251287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:12.252337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:36:12.253039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.355261] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.418396] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2026-01-01T20:36:12.418466] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=63.9722%)
[2026-01-01T20:36:12.418693] [INFO ] [main      ] Fetching symbol history for JELD...
[2026-01-01T20:36:12.418742] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2026-01-01T20:36:12.419832] [INFO ] [main      ] Progress: 362/409 forecasts completed (88.5%). NKTX finished in 0.8s. ETA: 8.0s. Rate: 350.52 forecasts/min
[2026-01-01T20:36:12.430872] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.432880] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2026-01-01T20:36:12.432937] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2026-01-01T20:36:12.432980] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2026-01-01T20:36:12.433815] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:12.433879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:12.435649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:12.436170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:12.436598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:12.441222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-01T20:36:12.442836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:12.444922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:36:12.448086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.550317] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.577345] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.593109] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.716371] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.750593] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.760115] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:12.800456] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2026-01-01T20:36:12.800531] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=63.9359%)
[2026-01-01T20:36:12.801134] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-01T20:36:12.801186] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-01T20:36:12.801862] [INFO ] [main      ] Progress: 363/409 forecasts completed (88.8%). HSAI finished in 0.6s. ETA: 7.9s. Rate: 349.33 forecasts/min
[2026-01-01T20:36:12.804745] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-31
[2026-01-01T20:36:12.813413] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.814280] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-01T20:36:12.814330] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-01T20:36:12.814360] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-01T20:36:12.815180] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:12.815241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:12.820056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:12.821770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:12.822555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:12.823849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:36:12.826167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:36:12.827492] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2026-01-01T20:36:12.827520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.827566] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=56.9688%)
[2026-01-01T20:36:12.827984] [INFO ] [main      ] Fetching symbol history for EG...
[2026-01-01T20:36:12.828037] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2026-01-01T20:36:12.828644] [INFO ] [main      ] Progress: 364/409 forecasts completed (89.0%). AMZD finished in 0.7s. ETA: 7.7s. Rate: 350.14 forecasts/min
[2026-01-01T20:36:12.839873] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.840853] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2026-01-01T20:36:12.840921] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2026-01-01T20:36:12.840955] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2026-01-01T20:36:12.841781] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:12.841841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:12.846801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:12.847742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:12.849539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.889964] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2026-01-01T20:36:12.890036] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=55.26%)
[2026-01-01T20:36:12.890449] [INFO ] [main      ] Fetching symbol history for XRX...
[2026-01-01T20:36:12.890505] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2026-01-01T20:36:12.890660] [INFO ] [main      ] Progress: 365/409 forecasts completed (89.2%). AYI finished in 0.7s. ETA: 7.5s. Rate: 350.76 forecasts/min
[2026-01-01T20:36:12.902167] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:12.903135] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2026-01-01T20:36:12.903186] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2026-01-01T20:36:12.903218] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2026-01-01T20:36:12.904006] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:12.904067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:12.905741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:12.906242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:12.906713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:12.907103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:12.908015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:36:12.908721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:12.971958] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:13.050895] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2026-01-01T20:36:13.050970] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=12.88% (Conf=56.5528%)
[2026-01-01T20:36:13.051297] [INFO ] [main      ] Fetching symbol history for ARVN...
[2026-01-01T20:36:13.051349] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2026-01-01T20:36:13.052236] [INFO ] [main      ] Progress: 366/409 forecasts completed (89.5%). JELD finished in 0.6s. ETA: 7.4s. Rate: 350.81 forecasts/min
[2026-01-01T20:36:13.062991] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:13.064074] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2026-01-01T20:36:13.064126] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2026-01-01T20:36:13.064157] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2026-01-01T20:36:13.064966] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:13.065042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:13.069856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:13.070819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:13.071848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:36:13.072512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:13.165310] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.201808] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.244456] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.333594] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:13.373958] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:13.410642] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:13.418468] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.431695] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-01T20:36:13.431780] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=56.3953%)
[2026-01-01T20:36:13.432169] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-01T20:36:13.432223] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-01T20:36:13.432674] [INFO ] [main      ] Progress: 367/409 forecasts completed (89.7%). BRZE finished in 0.6s. ETA: 7.2s. Rate: 349.64 forecasts/min
[2026-01-01T20:36:13.446818] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:13.447679] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-01T20:36:13.447735] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-01T20:36:13.447767] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-01T20:36:13.448554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:13.448635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:13.453740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:13.454777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:13.475134] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2026-01-01T20:36:13.475205] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-3.61% (Conf=67.991%)
[2026-01-01T20:36:13.475702] [INFO ] [main      ] Fetching symbol history for NVDD...
[2026-01-01T20:36:13.475755] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2026-01-01T20:36:13.476672] [INFO ] [main      ] Progress: 368/409 forecasts completed (90.0%). XRX finished in 0.6s. ETA: 7.0s. Rate: 350.35 forecasts/min
[2026-01-01T20:36:13.487133] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:13.488177] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2026-01-01T20:36:13.488230] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2026-01-01T20:36:13.488262] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2026-01-01T20:36:13.489113] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:13.489175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:13.493953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:13.494916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:13.497286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:13.498928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:36:13.499638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:13.509021] [INFO ] [LOCAL     ] EG: Saved forecast.
[2026-01-01T20:36:13.509095] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=56.4812%)
[2026-01-01T20:36:13.509523] [INFO ] [main      ] Fetching symbol history for CVEO...
[2026-01-01T20:36:13.509592] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2026-01-01T20:36:13.509624] [INFO ] [main      ] Progress: 369/409 forecasts completed (90.2%). EG finished in 0.7s. ETA: 6.8s. Rate: 351.12 forecasts/min
[2026-01-01T20:36:13.521464] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:13.522275] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2026-01-01T20:36:13.522327] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2026-01-01T20:36:13.522358] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2026-01-01T20:36:13.523167] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:13.523225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:13.528094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:13.529150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:13.594049] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:13.680823] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2026-01-01T20:36:13.680894] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=52.0271%)
[2026-01-01T20:36:13.681557] [INFO ] [main      ] Fetching symbol history for VGSH...
[2026-01-01T20:36:13.681623] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2026-01-01T20:36:13.682502] [INFO ] [main      ] Progress: 370/409 forecasts completed (90.5%). ARVN finished in 0.6s. ETA: 6.7s. Rate: 351.11 forecasts/min
[2026-01-01T20:36:13.693485] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:13.694274] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2026-01-01T20:36:13.694330] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2026-01-01T20:36:13.694364] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2026-01-01T20:36:13.695170] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:13.695228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:13.695954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:13.801384] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.834869] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.879031] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-31
[2026-01-01T20:36:13.972804] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.005099] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.034543] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-31
[2026-01-01T20:36:14.037616] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-01T20:36:14.037689] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=3.18% (Conf=44.8838%)
[2026-01-01T20:36:14.038075] [INFO ] [main      ] Fetching symbol history for AG...
[2026-01-01T20:36:14.038127] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2026-01-01T20:36:14.038666] [INFO ] [main      ] Progress: 371/409 forecasts completed (90.7%). SKLZ finished in 0.6s. ETA: 6.5s. Rate: 350.09 forecasts/min
[2026-01-01T20:36:14.050312] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.051157] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2026-01-01T20:36:14.051209] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2026-01-01T20:36:14.051240] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2026-01-01T20:36:14.052075] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:14.052137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:14.053909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:14.054430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:14.054865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:14.055659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.109889] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2026-01-01T20:36:14.109960] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=76.28%)
[2026-01-01T20:36:14.110454] [INFO ] [main      ] Fetching symbol history for SDA...
[2026-01-01T20:36:14.110516] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2026-01-01T20:36:14.110663] [INFO ] [main      ] Progress: 372/409 forecasts completed (91.0%). NVDD finished in 0.6s. ETA: 6.3s. Rate: 350.63 forecasts/min
[2026-01-01T20:36:14.122239] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.123714] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.125173] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2026-01-01T20:36:14.125240] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2026-01-01T20:36:14.125273] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2026-01-01T20:36:14.126207] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:14.126269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:14.132169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:14.135256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.202084] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2026-01-01T20:36:14.202155] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=53.4251%)
[2026-01-01T20:36:14.202545] [INFO ] [main      ] Fetching symbol history for HPI...
[2026-01-01T20:36:14.202613] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2026-01-01T20:36:14.202669] [INFO ] [main      ] Progress: 373/409 forecasts completed (91.2%). CVEO finished in 0.7s. ETA: 6.2s. Rate: 351.07 forecasts/min
[2026-01-01T20:36:14.215201] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.215949] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.216636] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2026-01-01T20:36:14.216695] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2026-01-01T20:36:14.216918] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2026-01-01T20:36:14.217811] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:14.217874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:14.223090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:14.224461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:14.225789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.270301] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2026-01-01T20:36:14.270377] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2026-01-01T20:36:14.270540] [INFO ] [main      ] Fetching symbol history for ELME...
[2026-01-01T20:36:14.270781] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2026-01-01T20:36:14.271680] [INFO ] [main      ] Progress: 374/409 forecasts completed (91.4%). VGSH finished in 0.6s. ETA: 6.0s. Rate: 351.63 forecasts/min
[2026-01-01T20:36:14.283088] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.284345] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2026-01-01T20:36:14.284400] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-01T20:36:14.284434] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2026-01-01T20:36:14.285308] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:14.285371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:14.287233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:14.287814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:14.288222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:14.407086] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-31
[2026-01-01T20:36:14.409769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:14.453695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.515813] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-31
[2026-01-01T20:36:14.577470] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.582569] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-31
[2026-01-01T20:36:14.648057] [INFO ] [LOCAL     ] AG: Saved forecast.
[2026-01-01T20:36:14.648132] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=56.69%)
[2026-01-01T20:36:14.648660] [INFO ] [main      ] Progress: 375/409 forecasts completed (91.7%). AG finished in 0.6s. ETA: 5.8s. Rate: 350.50 forecasts/min
[2026-01-01T20:36:14.648494] [INFO ] [main      ] Fetching symbol history for CXDO...
[2026-01-01T20:36:14.648888] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2026-01-01T20:36:14.663187] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.664662] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2026-01-01T20:36:14.664721] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2026-01-01T20:36:14.664755] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2026-01-01T20:36:14.665686] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:14.665754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:14.667524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:14.668092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:14.668528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:14.686513] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.708453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:14.709483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:14.714036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:14.715404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:36:14.716057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.756697] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2026-01-01T20:36:14.756769] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-4.30% (Conf=52.2565%)
[2026-01-01T20:36:14.757149] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-01T20:36:14.757200] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-01T20:36:14.757659] [INFO ] [main      ] Progress: 376/409 forecasts completed (91.9%). SDA finished in 0.6s. ETA: 5.6s. Rate: 350.84 forecasts/min
[2026-01-01T20:36:14.764331] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:14.769504] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.770556] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-01T20:36:14.770633] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-01T20:36:14.770665] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-01T20:36:14.771456] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-01T20:36:14.771529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:14.776375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:14.778169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:14.778665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:14.779083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:14.780050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-01T20:36:14.780774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-01T20:36:14.781869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:14.783012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:14.783456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-01T20:36:14.785457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.806780] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-31
[2026-01-01T20:36:14.824490] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2026-01-01T20:36:14.824590] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=47.1354%)
[2026-01-01T20:36:14.825003] [INFO ] [main      ] Fetching symbol history for SCM...
[2026-01-01T20:36:14.825056] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2026-01-01T20:36:14.825662] [INFO ] [main      ] Progress: 377/409 forecasts completed (92.2%). HPI finished in 0.6s. ETA: 5.5s. Rate: 351.40 forecasts/min
[2026-01-01T20:36:14.837181] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:14.838786] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2026-01-01T20:36:14.838850] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2026-01-01T20:36:14.838884] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2026-01-01T20:36:14.840167] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:14.840232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:14.842010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:14.842531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:14.842974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:14.920445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:14.925018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:36:14.927226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:14.928289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:14.983415] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.048015] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2026-01-01T20:36:15.048113] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=51.4368%)
[2026-01-01T20:36:15.048503] [INFO ] [main      ] Fetching symbol history for CASS...
[2026-01-01T20:36:15.048557] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2026-01-01T20:36:15.049560] [INFO ] [main      ] Progress: 378/409 forecasts completed (92.4%). ELME finished in 0.8s. ETA: 5.3s. Rate: 351.11 forecasts/min
[2026-01-01T20:36:15.061921] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.062901] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2026-01-01T20:36:15.062960] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2026-01-01T20:36:15.062931] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.063003] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2026-01-01T20:36:15.063902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:15.063975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:15.064632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:15.067674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:15.069919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-01T20:36:15.072367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-01T20:36:15.074133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:15.136809] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.230607] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.278641] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.296549] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2026-01-01T20:36:15.296634] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=38.3656%)
[2026-01-01T20:36:15.297003] [INFO ] [main      ] Fetching symbol history for RARE...
[2026-01-01T20:36:15.297054] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2026-01-01T20:36:15.297668] [INFO ] [main      ] Progress: 379/409 forecasts completed (92.7%). CXDO finished in 0.6s. ETA: 5.1s. Rate: 350.69 forecasts/min
[2026-01-01T20:36:15.303634] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.308598] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.309706] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2026-01-01T20:36:15.309761] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2026-01-01T20:36:15.309795] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2026-01-01T20:36:15.310594] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:15.310658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:15.312404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:15.312943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:15.313350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-01T20:36:15.315020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:15.315862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:15.317102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:36:15.317857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:15.319053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:15.420593] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.420993] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-01T20:36:15.421061] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=50.152%)
[2026-01-01T20:36:15.421543] [INFO ] [main      ] Fetching symbol history for KBWD...
[2026-01-01T20:36:15.421618] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2026-01-01T20:36:15.421666] [INFO ] [main      ] Progress: 380/409 forecasts completed (92.9%). BAP finished in 0.7s. ETA: 5.0s. Rate: 350.94 forecasts/min
[2026-01-01T20:36:15.433121] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.434137] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2026-01-01T20:36:15.434188] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2026-01-01T20:36:15.434220] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2026-01-01T20:36:15.435035] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:15.435095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:15.435826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:15.436686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:15.439164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:15.454203] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.519050] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2026-01-01T20:36:15.519129] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=59.7414%)
[2026-01-01T20:36:15.519595] [INFO ] [main      ] Fetching symbol history for DIN...
[2026-01-01T20:36:15.519649] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2026-01-01T20:36:15.520466] [INFO ] [main      ] Progress: 381/409 forecasts completed (93.2%). SCM finished in 0.7s. ETA: 4.8s. Rate: 351.33 forecasts/min
[2026-01-01T20:36:15.531927] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.532925] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2026-01-01T20:36:15.532979] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2026-01-01T20:36:15.533013] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2026-01-01T20:36:15.533945] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:15.534012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:15.539194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:15.541197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:15.541749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:15.542148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:15.660353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:15.663759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:36:15.665248] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.683260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:15.686612] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.783765] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-31
[2026-01-01T20:36:15.785152] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2026-01-01T20:36:15.785258] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=53.6314%)
[2026-01-01T20:36:15.785780] [INFO ] [main      ] Fetching symbol history for GLTO...
[2026-01-01T20:36:15.785857] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2026-01-01T20:36:15.788667] [INFO ] [main      ] Progress: 382/409 forecasts completed (93.4%). CASS finished in 0.7s. ETA: 4.6s. Rate: 350.81 forecasts/min
[2026-01-01T20:36:15.798423] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.800237] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2026-01-01T20:36:15.800294] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2026-01-01T20:36:15.800325] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2026-01-01T20:36:15.801242] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:15.801310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:15.806737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:15.807683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:15.808696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:15.835244] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.861385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:15.863022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:15.865237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:15.866824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-01T20:36:15.868052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-01T20:36:15.871166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:15.938238] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2026-01-01T20:36:15.938310] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=56.2885%)
[2026-01-01T20:36:15.938711] [INFO ] [main      ] Fetching symbol history for HYXF...
[2026-01-01T20:36:15.938763] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2026-01-01T20:36:15.939659] [INFO ] [main      ] Progress: 383/409 forecasts completed (93.6%). RARE finished in 0.6s. ETA: 4.4s. Rate: 350.92 forecasts/min
[2026-01-01T20:36:15.949718] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:15.950695] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2026-01-01T20:36:15.950748] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2026-01-01T20:36:15.950781] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2026-01-01T20:36:15.951543] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:15.951624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:15.953146] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:15.956380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:15.957217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:15.959253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:15.961078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.012413] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2026-01-01T20:36:16.012482] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=61.7668%)
[2026-01-01T20:36:16.012675] [INFO ] [main      ] Fetching symbol history for DRLL...
[2026-01-01T20:36:16.012720] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2026-01-01T20:36:16.014676] [INFO ] [main      ] Progress: 384/409 forecasts completed (93.9%). KBWD finished in 0.6s. ETA: 4.3s. Rate: 351.43 forecasts/min
[2026-01-01T20:36:16.024417] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.025191] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2026-01-01T20:36:16.025242] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2026-01-01T20:36:16.025273] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2026-01-01T20:36:16.026055] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:16.026113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:16.026863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:16.029024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:36:16.030202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.055772] [DEBUG] [MAG       ] DIN: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.231956] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.238869] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:16.299740] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.330142] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2026-01-01T20:36:16.330217] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=54.3098%)
[2026-01-01T20:36:16.330658] [INFO ] [main      ] Fetching symbol history for GME...
[2026-01-01T20:36:16.330711] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2026-01-01T20:36:16.331668] [INFO ] [main      ] Progress: 385/409 forecasts completed (94.1%). DIN finished in 0.8s. ETA: 4.1s. Rate: 350.65 forecasts/min
[2026-01-01T20:36:16.342811] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.343758] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2026-01-01T20:36:16.343827] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2026-01-01T20:36:16.343869] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2026-01-01T20:36:16.344851] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:16.344917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:16.350479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:16.352519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:16.353046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:16.353453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.372124] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.412972] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:16.467939] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:16.530164] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2026-01-01T20:36:16.530237] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=41.5907%)
[2026-01-01T20:36:16.530740] [INFO ] [main      ] Fetching symbol history for HPF...
[2026-01-01T20:36:16.530793] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2026-01-01T20:36:16.531652] [INFO ] [main      ] Progress: 386/409 forecasts completed (94.4%). HYXF finished in 0.6s. ETA: 3.9s. Rate: 350.50 forecasts/min
[2026-01-01T20:36:16.542137] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.543187] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:16.543218] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2026-01-01T20:36:16.543274] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2026-01-01T20:36:16.543305] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2026-01-01T20:36:16.544111] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:16.544175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:16.548929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:16.549813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:16.551595] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2026-01-01T20:36:16.551674] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=61.9164%)
[2026-01-01T20:36:16.552067] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-01T20:36:16.552121] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-01T20:36:16.552145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-01T20:36:16.552638] [INFO ] [main      ] Progress: 387/409 forecasts completed (94.6%). GLTO finished in 0.8s. ETA: 3.8s. Rate: 351.29 forecasts/min
[2026-01-01T20:36:16.553108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:16.555118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-01T20:36:16.555851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-01T20:36:16.558707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:36:16.559499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.564946] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.566089] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-01T20:36:16.566144] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-01T20:36:16.566176] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-01T20:36:16.567065] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:16.567129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:16.572195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:16.574444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:16.574983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:16.575391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:16.576340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-01T20:36:16.578305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-01T20:36:16.579414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.702039] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2026-01-01T20:36:16.702109] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=55.3794%)
[2026-01-01T20:36:16.702265] [INFO ] [main      ] Fetching symbol history for AVK...
[2026-01-01T20:36:16.702329] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2026-01-01T20:36:16.702829] [INFO ] [main      ] Progress: 388/409 forecasts completed (94.9%). DRLL finished in 0.7s. ETA: 3.6s. Rate: 351.40 forecasts/min
[2026-01-01T20:36:16.712873] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.715038] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.717339] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2026-01-01T20:36:16.717392] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2026-01-01T20:36:16.717423] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2026-01-01T20:36:16.718199] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:16.718258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:16.723141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:16.893054] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:16.898536] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.947987] [DEBUG] [MAG       ] GSBC: Last date is validated at 2025-12-31
[2026-01-01T20:36:16.983797] [INFO ] [LOCAL     ] GME: Saved forecast.
[2026-01-01T20:36:16.983886] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=51.0035%)
[2026-01-01T20:36:16.984242] [INFO ] [main      ] Fetching symbol history for BDSX...
[2026-01-01T20:36:16.984293] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2026-01-01T20:36:16.985660] [INFO ] [main      ] Progress: 389/409 forecasts completed (95.1%). GME finished in 0.7s. ETA: 3.4s. Rate: 350.81 forecasts/min
[2026-01-01T20:36:16.996211] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:16.997240] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2026-01-01T20:36:16.997294] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2026-01-01T20:36:16.997328] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2026-01-01T20:36:16.998140] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:16.998203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.003158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:17.004991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:17.005474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:17.005948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:17.006348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-01T20:36:17.009156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.065213] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.068636] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.129694] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.137218] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2026-01-01T20:36:17.137292] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=56.5912%)
[2026-01-01T20:36:17.137704] [INFO ] [main      ] Fetching symbol history for ALVO...
[2026-01-01T20:36:17.137758] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2026-01-01T20:36:17.138655] [INFO ] [main      ] Progress: 390/409 forecasts completed (95.4%). HPF finished in 0.6s. ETA: 3.2s. Rate: 350.91 forecasts/min
[2026-01-01T20:36:17.150512] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.153133] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2026-01-01T20:36:17.153189] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2026-01-01T20:36:17.153220] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2026-01-01T20:36:17.154038] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:17.154097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.160019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-01T20:36:17.160817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.229556] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-01T20:36:17.229658] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=53.9295%)
[2026-01-01T20:36:17.230181] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-01T20:36:17.230239] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-01T20:36:17.230673] [INFO ] [main      ] Progress: 391/409 forecasts completed (95.6%). GSBC finished in 0.7s. ETA: 3.1s. Rate: 351.32 forecasts/min
[2026-01-01T20:36:17.242231] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.243560] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.244648] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-01T20:36:17.244718] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-01T20:36:17.244767] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-01T20:36:17.245693] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:17.245768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.250949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:17.251858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:17.252857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:17.255420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:17.256719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:17.259091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.299702] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2026-01-01T20:36:17.299777] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.0566%)
[2026-01-01T20:36:17.300178] [INFO ] [main      ] Progress: 392/409 forecasts completed (95.8%). AVK finished in 0.6s. ETA: 2.9s. Rate: 351.85 forecasts/min
[2026-01-01T20:36:17.300306] [INFO ] [main      ] Fetching symbol history for THRM...
[2026-01-01T20:36:17.300350] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2026-01-01T20:36:17.312561] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.313593] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2026-01-01T20:36:17.313652] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2026-01-01T20:36:17.313684] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2026-01-01T20:36:17.314599] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:17.314664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.320158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:17.322208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:17.322774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:17.323186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:17.324168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-01T20:36:17.324812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.358327] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.497901] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.525562] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.599473] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.611983] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2026-01-01T20:36:17.612055] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=50.1219%)
[2026-01-01T20:36:17.612429] [INFO ] [main      ] Fetching symbol history for EVAX...
[2026-01-01T20:36:17.612483] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2026-01-01T20:36:17.613804] [INFO ] [main      ] Progress: 393/409 forecasts completed (96.1%). BDSX finished in 0.6s. ETA: 2.7s. Rate: 351.10 forecasts/min
[2026-01-01T20:36:17.624289] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.625458] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2026-01-01T20:36:17.625513] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2026-01-01T20:36:17.625548] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2026-01-01T20:36:17.626365] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-01T20:36:17.626427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.631373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:17.633223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:17.633726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:17.634177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:17.634596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:17.636185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.668150] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.673601] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.733249] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2026-01-01T20:36:17.733320] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=47.8626%)
[2026-01-01T20:36:17.733722] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-01T20:36:17.733773] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-01T20:36:17.734520] [INFO ] [main      ] Progress: 394/409 forecasts completed (96.3%). ALVO finished in 0.6s. ETA: 2.6s. Rate: 351.37 forecasts/min
[2026-01-01T20:36:17.745547] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.746337] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-01T20:36:17.746395] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-01T20:36:17.746426] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-01T20:36:17.747204] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-01T20:36:17.747265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:17.748994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:17.749495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:17.749937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-01T20:36:17.774181] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.824206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.840882] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:17.918107] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-01T20:36:17.918182] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=65.5803%)
[2026-01-01T20:36:17.918687] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-01T20:36:17.918753] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-01T20:36:17.919656] [INFO ] [main      ] Progress: 395/409 forecasts completed (96.6%). SATS finished in 0.7s. ETA: 2.4s. Rate: 351.29 forecasts/min
[2026-01-01T20:36:17.921839] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2026-01-01T20:36:17.921910] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=58.9066%)
[2026-01-01T20:36:17.922405] [INFO ] [main      ] Fetching symbol history for HERO...
[2026-01-01T20:36:17.922459] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2026-01-01T20:36:17.923025] [INFO ] [main      ] Progress: 396/409 forecasts completed (96.8%). THRM finished in 0.6s. ETA: 2.2s. Rate: 352.16 forecasts/min
[2026-01-01T20:36:17.931664] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.932568] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-01T20:36:17.932639] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-01T20:36:17.932672] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-01T20:36:17.933495] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:17.933564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.933835] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:17.934551] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2026-01-01T20:36:17.934625] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2026-01-01T20:36:17.934658] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2026-01-01T20:36:17.935412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-01T20:36:17.935477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:17.938852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:17.940255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:17.940757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:17.941270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:17.941694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-01T20:36:17.942322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-01T20:36:17.944752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:17.979646] [DEBUG] [MAG       ] EVAX: Last date is validated at 2025-12-31
[2026-01-01T20:36:17.983695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:17.985079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-01T20:36:18.035761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:36:18.038986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:18.149289] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:18.161434] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.229462] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2026-01-01T20:36:18.229538] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=53.2426%)
[2026-01-01T20:36:18.230136] [INFO ] [main      ] Fetching symbol history for FCX...
[2026-01-01T20:36:18.230190] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2026-01-01T20:36:18.231840] [INFO ] [main      ] Progress: 397/409 forecasts completed (97.1%). EVAX finished in 0.6s. ETA: 2.0s. Rate: 351.44 forecasts/min
[2026-01-01T20:36:18.245462] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:18.247048] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2026-01-01T20:36:18.247107] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2026-01-01T20:36:18.247139] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2026-01-01T20:36:18.248153] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-01T20:36:18.248218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:18.250020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:18.250595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:18.251005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-01T20:36:18.294073] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.328763] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:18.364642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:18.365872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-01T20:36:18.366558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-01T20:36:18.369482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-01T20:36:18.371109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:18.395908] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-01T20:36:18.395980] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=47.5106%)
[2026-01-01T20:36:18.397428] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-01T20:36:18.397493] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-01T20:36:18.397715] [INFO ] [main      ] Progress: 398/409 forecasts completed (97.3%). PUK finished in 0.7s. ETA: 1.9s. Rate: 351.47 forecasts/min
[2026-01-01T20:36:18.403926] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.409932] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:18.410940] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-01T20:36:18.410998] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-01T20:36:18.411040] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-01T20:36:18.411863] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-01T20:36:18.411925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:18.416905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:18.418745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:18.419296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:18.419761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-01T20:36:18.422210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:18.422978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-01T20:36:18.424828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:18.474993] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:18.550564] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2026-01-01T20:36:18.550653] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=48.9021%)
[2026-01-01T20:36:18.550816] [INFO ] [main      ] Fetching symbol history for PLRX...
[2026-01-01T20:36:18.550884] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2026-01-01T20:36:18.552660] [INFO ] [main      ] Progress: 399/409 forecasts completed (97.6%). HERO finished in 0.6s. ETA: 1.7s. Rate: 351.55 forecasts/min
[2026-01-01T20:36:18.562817] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:18.563810] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2026-01-01T20:36:18.563865] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2026-01-01T20:36:18.563897] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2026-01-01T20:36:18.564713] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:18.564773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-01T20:36:18.565851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:18.571740] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:18.635906] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-01T20:36:18.635981] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=42.3952%)
[2026-01-01T20:36:18.636262] [INFO ] [main      ] Fetching symbol history for MAA...
[2026-01-01T20:36:18.636312] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2026-01-01T20:36:18.637305] [INFO ] [main      ] Progress: 400/409 forecasts completed (97.8%). RCS finished in 0.7s. ETA: 1.5s. Rate: 351.99 forecasts/min
[2026-01-01T20:36:18.648670] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:18.649863] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2026-01-01T20:36:18.649919] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2026-01-01T20:36:18.649953] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2026-01-01T20:36:18.650844] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:18.650909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:18.656489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:18.658588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:18.659141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:18.659617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:18.660026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-01T20:36:18.660828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:18.661766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:18.663068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-01T20:36:18.664449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:18.733462] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.769514] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.904999] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:18.911882] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-31
[2026-01-01T20:36:18.951731] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.014262] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-01T20:36:19.014342] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=58.6258%)
[2026-01-01T20:36:19.014711] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2026-01-01T20:36:19.014750] [INFO ] [main      ] Fetching symbol history for OCFC...
[2026-01-01T20:36:19.014803] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2026-01-01T20:36:19.014831] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=66.1376%)
[2026-01-01T20:36:19.015251] [INFO ] [main      ] Fetching symbol history for REAX...
[2026-01-01T20:36:19.015305] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2026-01-01T20:36:19.015665] [INFO ] [main      ] Progress: 401/409 forecasts completed (98.0%). STTK finished in 0.6s. ETA: 1.4s. Rate: 350.93 forecasts/min
[2026-01-01T20:36:19.015823] [INFO ] [main      ] Progress: 402/409 forecasts completed (98.3%). FCX finished in 0.8s. ETA: 1.2s. Rate: 351.80 forecasts/min
[2026-01-01T20:36:19.019719] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-31
[2026-01-01T20:36:19.026470] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:19.026502] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:19.027457] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2026-01-01T20:36:19.027464] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2026-01-01T20:36:19.027511] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2026-01-01T20:36:19.027515] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2026-01-01T20:36:19.027543] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2026-01-01T20:36:19.027545] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2026-01-01T20:36:19.028330] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:19.028342] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-01T20:36:19.028391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-01T20:36:19.028399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-01T20:36:19.029039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-01T20:36:19.029349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-01T20:36:19.030442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:19.030565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-01T20:36:19.034751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-01T20:36:19.036711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-01T20:36:19.051246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:19.084803] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.194969] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.239024] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2026-01-01T20:36:19.239100] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=37.77% (Conf=37.298%)
[2026-01-01T20:36:19.239485] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-01T20:36:19.239540] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-01T20:36:19.239652] [INFO ] [main      ] Progress: 403/409 forecasts completed (98.5%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 351.53 forecasts/min
[2026-01-01T20:36:19.252249] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:19.253396] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-01T20:36:19.253450] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-01T20:36:19.253481] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-01T20:36:19.254377] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-01T20:36:19.254442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-01T20:36:19.259353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:19.261199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:19.261707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:19.262142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:19.262531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:19.304255] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2026-01-01T20:36:19.304329] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=50.3857%)
[2026-01-01T20:36:19.304492] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-01T20:36:19.304743] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-01T20:36:19.305684] [INFO ] [main      ] Progress: 404/409 forecasts completed (98.8%). MAA finished in 0.7s. ETA: 0.9s. Rate: 352.06 forecasts/min
[2026-01-01T20:36:19.316850] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:19.317896] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-01T20:36:19.317969] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-01T20:36:19.318017] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-01T20:36:19.318931] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-01T20:36:19.319033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-01T20:36:19.320930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-01T20:36:19.321946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-01T20:36:19.322404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-01T20:36:19.324681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-01T20:36:19.325258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-01T20:36:19.326393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-01T20:36:19.328521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-01T20:36:19.329827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-01T20:36:19.330648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:19.369029] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-31
[2026-01-01T20:36:19.402356] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-31
[2026-01-01T20:36:19.537183] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.567360] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.604877] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-31
[2026-01-01T20:36:19.605141] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2026-01-01T20:36:19.605215] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=54.7481%)
[2026-01-01T20:36:19.605659] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-01T20:36:19.605713] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-01T20:36:19.605676] [INFO ] [main      ] Progress: 405/409 forecasts completed (99.0%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 351.40 forecasts/min
[2026-01-01T20:36:19.617765] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-01T20:36:19.618839] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-01T20:36:19.618895] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-01T20:36:19.618937] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-01T20:36:19.619846] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-01T20:36:19.619907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-01T20:36:19.620803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-01T20:36:19.635148] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2026-01-01T20:36:19.635225] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=53.2527%)
[2026-01-01T20:36:19.635679] [INFO ] [main      ] Progress: 406/409 forecasts completed (99.3%). REAX finished in 0.6s. ETA: 0.5s. Rate: 352.12 forecasts/min
[2026-01-01T20:36:19.689933] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-31
[2026-01-01T20:36:19.773996] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.833704] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-01T20:36:19.833774] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=52.416%)
[2026-01-01T20:36:19.834186] [INFO ] [main      ] Progress: 407/409 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 351.97 forecasts/min
[2026-01-01T20:36:19.856397] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:19.919433] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-01T20:36:19.919503] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=42.6694%)
[2026-01-01T20:36:19.919949] [INFO ] [main      ] Progress: 408/409 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 352.40 forecasts/min
[2026-01-01T20:36:19.958415] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-31
[2026-01-01T20:36:20.122721] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-02
[2026-01-01T20:36:20.177752] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-01T20:36:20.177823] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.9223%)
[2026-01-01T20:36:20.178445] [INFO ] [main      ] Progress: 409/409 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 351.96 forecasts/min
[2026-01-01T20:36:20.204952] [INFO ] [main      ] Parallel forecast generation completed in 1m 10s. Processed 409 forecasts.
[2026-01-01T20:36:20.205115] [INFO ] [main      ] Generated and saved 409 forecast pairs.
[2026-01-01T20:36:20.935504] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (409/409 @ 100.00%)'
[2026-01-01T20:36:20.936764] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-01T20:36:20.936823] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-01T20:36:20.937248] [INFO ] [main      ] Found 32 forecast dates
[2026-01-01T20:36:20.937291] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-01T20:36:21.049415] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-01T20:36:21.053059] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-01T20:36:21.053189] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-01T20:36:21.152367] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-01T20:36:21.153963] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-01T20:36:21.154073] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-01T20:36:21.287268] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-01T20:36:21.289071] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-01T20:36:21.289181] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-01T20:36:21.391147] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-01T20:36:21.392726] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-01T20:36:21.392821] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-01T20:36:21.491356] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-01T20:36:21.510597] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-01T20:36:21.510722] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-01T20:36:21.619500] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-01T20:36:21.621368] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-01T20:36:21.621470] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-01T20:36:21.725182] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-01T20:36:21.727659] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-01T20:36:21.727760] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-01T20:36:21.829527] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-01T20:36:21.831196] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-01T20:36:21.831285] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-01T20:36:22.040000] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-01T20:36:22.043387] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-01T20:36:22.043559] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-01T20:36:22.210668] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-01T20:36:22.213496] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-01T20:36:22.213698] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-01T20:36:22.394836] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-01T20:36:22.397591] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-01T20:36:22.397756] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-01T20:36:22.617712] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-01T20:36:22.621159] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-01T20:36:22.621343] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-01T20:36:22.859509] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-01T20:36:22.862813] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-01T20:36:22.862985] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-01T20:36:23.078582] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-01T20:36:23.082136] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-01T20:36:23.082319] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-01T20:36:23.284392] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-01T20:36:23.287583] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-01T20:36:23.287746] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-01T20:36:23.502315] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-01T20:36:23.505620] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-01T20:36:23.505795] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-01T20:36:23.599054] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-01T20:36:23.600678] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-01T20:36:23.600775] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-01T20:36:23.697471] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-01T20:36:23.699067] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-01T20:36:23.699165] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-01T20:36:23.794390] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-01T20:36:23.795952] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-01T20:36:23.796061] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-01T20:36:23.883488] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-01T20:36:23.885422] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-01T20:36:23.885523] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-01T20:36:23.971404] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-01T20:36:23.973048] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-01T20:36:23.973169] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-01T20:36:24.071531] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-01T20:36:24.073108] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-01T20:36:24.073209] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-01T20:36:24.179964] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-01T20:36:24.181586] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-01T20:36:24.181690] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-01T20:36:24.264608] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-01T20:36:24.266165] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-01T20:36:24.266271] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-01T20:36:24.362279] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-01T20:36:24.363965] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-01T20:36:24.364071] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-01T20:36:24.449350] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-01T20:36:24.450953] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-01T20:36:24.451062] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-01T20:36:24.540013] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-01T20:36:24.541602] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-01T20:36:24.541715] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-01T20:36:24.614900] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-01T20:36:24.616331] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-01T20:36:24.616441] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-01T20:36:24.704685] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-01T20:36:24.706253] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-01T20:36:24.706368] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-01T20:36:24.803366] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-01T20:36:24.804917] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-01T20:36:24.805024] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-01T20:36:24.902405] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-01T20:36:24.903994] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-01T20:36:24.904103] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-01T20:36:24.912190] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-01T20:36:24.913722] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-01T20:36:24.913822] [INFO ] [main      ] Generated 32/32 forecast reports
[2026-01-01T20:36:24.913871] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-02.txt
[2026-01-01T20:36:25.481918] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-02'
[2026-01-01T20:36:25.482118] [INFO ] [main      ] Forecast report email sent for 2026-01-02
[2026-01-01T20:36:25.482202] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-01T20:36:25.482421] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-01T20:36:25.482611] [INFO ] [STATE     ] Last completion updated: 2026-01-01T20:36:25.482480