[2026-01-23T20:30:03.404009] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-23T20:30:03.605637] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-23T20:30:03.784111] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-23T20:30:03.955789] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-23T20:30:04.133531] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-23T20:30:04.133877] [WARN ] [STATE     ] State set to: WAITING
[2026-01-23T20:30:04.133937] [INFO ] [STATE     ] Checking service statuses...
[2026-01-23T20:30:04.140707] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:04.144533] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:04.178246] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:04.212544] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:04.246705] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:04.246812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:07.252818] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:07.257191] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:07.261196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:07.265979] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:07.270835] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:07.270942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:10.276350] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:10.280450] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:10.285067] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:10.288789] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:10.292215] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:10.292301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:13.297697] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:13.301282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:13.304733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:13.308162] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:13.311507] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:13.311611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:16.317447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:16.321090] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:16.324689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:16.328409] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:16.332144] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:16.332235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:19.338319] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:19.343225] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:19.348155] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:19.352875] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:19.357681] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:19.357805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:22.364508] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:22.368450] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:22.371888] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:22.375431] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:22.378968] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:22.379043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:25.384952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:25.389432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:25.393676] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:25.397500] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:25.401227] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:25.401308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:28.406390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:28.410133] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:28.413659] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:28.417217] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:28.421640] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:28.421771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:31.426902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:31.432267] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:31.436533] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:31.440685] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:31.446074] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:31.446222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:34.451591] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:34.455718] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:34.460530] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:34.464736] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:34.469126] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:34.469214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:37.474466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:37.478465] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:37.484647] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:37.489357] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:37.493976] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:37.494087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:40.499096] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:40.502769] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:40.506323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:40.509914] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:40.513400] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:40.513480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:43.519100] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:43.522890] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:43.526729] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:43.531075] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:43.535314] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:43.535449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:46.541343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:46.545452] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:46.549739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:46.553546] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:46.557453] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:46.557554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:49.563271] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:49.567300] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:49.571187] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:49.574855] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:49.578461] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:49.578548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:52.584523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:52.588935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:52.592987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:52.597121] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:52.601359] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:52.601452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:55.607416] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:55.612117] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:55.616589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:55.621030] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:55.625459] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:55.625566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:30:58.631240] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:30:58.635009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:30:58.638561] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:30:58.642185] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:30:58.645809] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:30:58.645905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:01.651291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:01.656482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:01.661037] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:01.665536] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:01.670030] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:01.670278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:04.675306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:04.679452] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:04.684691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:04.690100] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:04.694116] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:04.694228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:07.700069] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:07.704227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:07.737569] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:07.771423] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:07.805227] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:07.805352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:10.809817] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:10.814015] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:10.818159] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:10.822334] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:10.826473] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:10.826800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:13.831676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:13.835537] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:13.839446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:13.843782] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:13.847598] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:13.847702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:16.853510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:16.858090] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:16.862192] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:16.865898] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:16.869511] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:16.869625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:19.875027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:19.879475] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:19.884352] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:19.888692] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:19.893257] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:19.893386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:22.898039] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:22.901398] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:22.904811] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:22.908214] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:22.912039] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:22.912110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:25.916988] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:25.920432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:25.923754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:25.926949] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:25.930149] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:25.930220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:28.936338] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:28.940666] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:28.944185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:28.947795] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:28.951140] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:28.951211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:31.956902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:31.961282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:31.965124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:31.969043] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:31.972704] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:31.972800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:34.977617] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:34.981075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:34.984605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:34.988219] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:34.991494] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:34.991592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:37.997069] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:38.000803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:38.004974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:38.008758] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:38.012470] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:38.012539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:41.017209] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:41.020864] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:41.024351] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:41.027884] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:41.031379] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:41.031469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:44.036306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:44.040172] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:44.043902] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:44.047542] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:44.051380] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:44.051481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:47.056082] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:47.059830] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:47.063507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:47.067078] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:47.070480] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:47.070563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:50.075022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:50.079227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:50.083050] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:50.086735] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:50.090690] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:50.090786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:53.095745] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:53.099598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:53.103391] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:53.107280] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:53.110904] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:53.110996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:56.115987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:56.120159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:56.124198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:56.128202] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:56.132401] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:56.132528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:31:59.139404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:31:59.143371] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:31:59.146732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:31:59.150254] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:31:59.153990] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:31:59.154070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:02.160343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:02.165681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:02.170821] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:02.175458] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:02.180279] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:02.180410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:05.185205] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:05.188619] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:05.192385] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:05.195784] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:05.199433] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:05.199510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:08.205794] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:08.209895] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:08.214095] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:08.220709] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:08.226170] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:08.226302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:11.232075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:11.236212] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:11.240473] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:11.244404] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:11.248614] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:11.248691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:14.253832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:14.257976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:14.261936] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:14.266011] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:14.269873] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:14.269954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:17.275204] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:17.278906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:17.282484] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:17.286013] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:17.289401] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:17.289475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:20.294850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:20.298802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:20.302443] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:20.305995] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:20.309554] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:20.309663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:23.315011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:23.319164] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:23.323481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:23.327680] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:23.331874] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:23.332004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:26.337790] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:26.342009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:26.345818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:26.349688] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:26.353420] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:26.353516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:29.358783] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:29.362161] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:29.365422] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:29.368669] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:29.371886] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:29.371955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:32.376989] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:32.381665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:32.385510] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:32.389119] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:32.392759] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:32.392850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:35.399131] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:35.402881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:35.406804] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:35.410223] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:35.414032] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:35.414099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:38.420473] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:38.425254] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:38.430809] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:38.440266] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:38.445592] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:38.445708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:41.450493] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:41.454386] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:41.458240] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:41.462000] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:41.466009] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:41.466112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:44.472349] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:44.477194] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:44.482236] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:44.485998] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:44.489301] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:44.489374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:47.494867] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:47.498946] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:47.502262] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:47.505534] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:47.508870] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:47.508960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:50.514271] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:50.517787] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:50.521033] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:50.525292] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:50.530500] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:50.530645] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:53.536778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:53.541492] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:53.546232] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:53.550880] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:53.555505] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:53.555632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:56.563515] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:56.569838] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:56.575283] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:56.580564] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:56.585663] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:56.585812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:32:59.592332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:32:59.596808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:32:59.601315] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:32:59.605691] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:32:59.610196] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:32:59.610313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:02.616149] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:02.620741] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:02.625095] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:02.629118] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:02.633200] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:02.633289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:05.638683] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:05.642643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:05.646987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:05.651262] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:05.655631] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:05.655733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:08.660923] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:08.665273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:08.670304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:08.675146] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:08.679468] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:08.679557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:11.685405] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:11.689221] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:11.692950] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:11.696206] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:11.699754] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:11.699842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:14.705171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:14.709203] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:14.713012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:14.716781] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:14.720602] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:14.720715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:17.725582] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:17.729597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:17.733299] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:17.736718] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:17.740421] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:17.740497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:20.745779] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:20.749818] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:20.753379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:20.756692] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:20.760113] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:20.760199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:23.764421] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:23.767857] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:23.771255] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:23.774594] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:23.778178] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:23.778269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:26.783440] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:26.787293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:26.791114] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:26.795307] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:26.799339] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:26.799447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:29.805217] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:29.809675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:29.813282] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:29.816880] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:29.820712] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:29.820814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:32.825711] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:32.829380] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:32.832970] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:32.836388] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:32.839945] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:32.840028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:35.846523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:35.851407] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:35.855487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:35.859860] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:35.863844] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:35.863919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:38.870466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:38.875044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:38.880157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:38.885172] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:38.890073] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:38.890173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:41.895507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:41.899484] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:41.903167] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:41.906880] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:41.910566] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:41.910682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:44.915346] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:44.918796] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:44.922088] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:44.925333] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:44.928600] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:44.928673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:47.933719] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:47.937732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:47.941428] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:47.945181] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:47.948921] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:47.949030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:50.953946] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:50.957874] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:50.961987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:50.965824] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:50.969730] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:50.969834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:53.975935] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:53.980403] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:53.983909] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:53.987183] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:53.990597] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:53.990668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:33:56.995695] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:33:56.999363] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:33:57.003021] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:33:57.006737] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:33:57.010328] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:33:57.010420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:00.014747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:00.018273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:00.021813] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:00.025357] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:00.028690] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:00.028764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:03.033289] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:03.037449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:03.041883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:03.045711] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:03.049690] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:03.049790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:06.054518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:06.058542] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:06.062381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:06.066320] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:06.070293] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:06.070375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:09.075119] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:09.079086] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:09.113122] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:09.147636] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:09.181728] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:09.181833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:12.187071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:12.191087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:12.194850] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:12.198528] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:12.202142] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:12.202238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:15.206849] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:15.210406] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:15.213770] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:15.216972] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:15.220240] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:15.220314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:18.225824] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:18.229859] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:18.233346] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:18.237020] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:18.241546] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:18.241684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:21.246730] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:21.250781] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:21.254841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:21.258688] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:21.262245] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:21.262332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:24.267139] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:24.271061] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:24.274631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:24.278251] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:24.282214] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:24.282292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:27.288813] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:27.293330] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:27.297748] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:27.302216] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:27.306421] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:27.306548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:30.311910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:30.315872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:30.319537] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:30.323154] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:30.327155] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:30.327255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:33.332772] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:33.336997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:33.340808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:33.344446] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:33.348184] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:33.348282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:36.353503] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:36.358139] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:36.361925] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:36.365508] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:36.369399] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:36.369481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:39.374544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:39.377908] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:39.381691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:39.385421] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:39.389121] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:39.389194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:42.394155] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:42.397686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:42.401016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:42.404330] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:42.407672] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:42.407750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:45.413675] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:45.418615] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:45.423348] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:45.427924] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:45.432605] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:45.432707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:48.439121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:48.444251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:48.448945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:48.453899] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:48.459137] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:48.459246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:51.464809] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:51.468891] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:51.472323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:51.475737] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:51.479307] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:51.479387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:54.485274] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:54.489352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:54.492871] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:54.497186] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:54.501375] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:54.501494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:34:57.510254] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:34:57.516847] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:34:57.531290] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:34:57.547127] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:34:57.554638] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:34:57.554840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:00.560693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:00.565188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:00.568938] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:00.572649] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:00.576225] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:00.576321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:03.581183] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:03.584942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:03.588723] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:03.592382] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:03.595775] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:03.595871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:06.601406] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:06.605261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:06.609094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:06.612846] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:06.616384] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:06.616462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:09.621684] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:09.625201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:09.631612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:09.635682] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:09.639518] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:09.639619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:12.646609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:12.653128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:12.658976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:12.665048] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:12.670615] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:12.670752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:15.676193] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:15.680836] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:15.685157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:15.689565] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:15.694208] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:15.694349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:18.699498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:18.703627] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:18.707195] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:18.710678] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:18.715162] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:18.715302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:21.720606] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:21.724848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:21.729317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-23T20:35:21.733177] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:21.736874] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:21.736955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-23T20:35:24.742285] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-23T20:35:24.746362] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:24.749950] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-23T20:35:24.753499] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-23), and is a dependency of this service.
[2026-01-23T20:35:24.757109] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-23T20:35:24.761067] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-23T20:35:24.761383] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-23T20:35:24.761489] [INFO ] [MODE      ] Using multithreaded
[2026-01-23T20:35:24.761567] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-23T20:35:24.768079] [DEBUG] [REMOTE    ] Found 71 available forecast dates.
[2026-01-23T20:35:24.768333] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-26.txt'.
[2026-01-23T20:35:24.774826] [DEBUG] [REMOTE    ] Fetched 3475 signal forecasts for 2026-01-26.
[2026-01-23T20:35:24.812753] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-23T20:35:24.814366] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-23T20:35:24.814430] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-23T20:35:25.520031] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-23T20:35:25.529295] [INFO ] [MODE      ] Using multithreaded
[2026-01-23T20:35:25.529404] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-23T20:35:25.529478] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-23T20:35:25.536424] [DEBUG] [REMOTE    ] Found 71 available forecast dates.
[2026-01-23T20:35:25.536704] [INFO ] [main      ] Found available forecast date (2026-01-26).
[2026-01-23T20:35:25.536796] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-26.txt'.
[2026-01-23T20:35:25.543623] [DEBUG] [REMOTE    ] Fetched 3475 signal forecasts for 2026-01-26.
[2026-01-23T20:35:25.543829] [INFO ] [main      ] Fetched 3475 forecasts.
[2026-01-23T20:35:25.544133] [INFO ] [main      ] Found 420 high-confidence bullish forecasts (>= 90.0%).
[2026-01-23T20:35:25.544206] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 420 symbols
[2026-01-23T20:35:25.571271] [INFO ] [main      ] Fetching symbol history for SEDG...
[2026-01-23T20:35:25.571264] [INFO ] [main      ] Fetching symbol history for PFL...
[2026-01-23T20:35:25.571619] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2026-01-23T20:35:25.571641] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2026-01-23T20:35:25.573954] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-23T20:35:25.574279] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-23T20:35:25.576210] [INFO ] [main      ] Fetching symbol history for PCN...
[2026-01-23T20:35:25.576533] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2026-01-23T20:35:25.605943] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:25.605938] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:25.606767] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:25.607719] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-23T20:35:25.607790] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-23T20:35:25.607841] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-23T20:35:25.608012] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2026-01-23T20:35:25.608115] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2026-01-23T20:35:25.608180] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2026-01-23T20:35:25.608401] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:25.609049] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2026-01-23T20:35:25.609134] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2026-01-23T20:35:25.609186] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2026-01-23T20:35:25.609334] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2026-01-23T20:35:25.609415] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2026-01-23T20:35:25.609475] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2026-01-23T20:35:25.610696] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:25.610696] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:25.610806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:25.610806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:25.611590] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2026-01-23T20:35:25.611731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:25.611854] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:25.611957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:25.615867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:25.617519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:25.618345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:25.620384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:25.620386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:25.621539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:25.622836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:25.624840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:25.624990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:25.625531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:25.626018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:25.626718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:25.627410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:25.631639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:25.635672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:25.636467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:25.638020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:25.639897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:25.641053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:25.641802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:25.643245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:25.646323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:25.977985] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-23
[2026-01-23T20:35:25.980323] [DEBUG] [MAG       ] PCN: Last date is validated at 2026-01-23
[2026-01-23T20:35:25.980319] [DEBUG] [MAG       ] SEDG: Last date is validated at 2026-01-23
[2026-01-23T20:35:25.992369] [DEBUG] [MAG       ] PFL: Last date is validated at 2026-01-23
[2026-01-23T20:35:26.154325] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.156891] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.158421] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.197601] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.231407] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2026-01-23T20:35:26.231486] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.81% (Conf=56.2675%)
[2026-01-23T20:35:26.232103] [INFO ] [main      ] Fetching symbol history for OABI...
[2026-01-23T20:35:26.232167] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2026-01-23T20:35:26.232475] [INFO ] [main      ] Progress: 1/420 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 48s. Rate: 87.19 forecasts/min
[2026-01-23T20:35:26.235839] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-23T20:35:26.235906] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.37% (Conf=51.9643%)
[2026-01-23T20:35:26.236408] [INFO ] [main      ] Fetching symbol history for CCK...
[2026-01-23T20:35:26.236465] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2026-01-23T20:35:26.237331] [INFO ] [main      ] Progress: 2/420 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 25s. Rate: 173.14 forecasts/min
[2026-01-23T20:35:26.244447] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.245261] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2026-01-23T20:35:26.245312] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2026-01-23T20:35:26.245352] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2026-01-23T20:35:26.246128] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:26.246192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:26.248642] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.249321] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2026-01-23T20:35:26.249373] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2026-01-23T20:35:26.249405] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2026-01-23T20:35:26.250223] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:26.250284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:26.250972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:26.252747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:26.253309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:26.253769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:26.254224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:26.255121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:26.256987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:26.267085] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2026-01-23T20:35:26.267166] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=2.16% (Conf=37.7786%)
[2026-01-23T20:35:26.267910] [INFO ] [main      ] Fetching symbol history for TSQ...
[2026-01-23T20:35:26.268067] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2026-01-23T20:35:26.268654] [INFO ] [main      ] Progress: 3/420 forecasts completed (0.7%). SEDG finished in 0.7s. ETA: 1m 41s. Rate: 248.48 forecasts/min
[2026-01-23T20:35:26.280334] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.281053] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2026-01-23T20:35:26.281113] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2026-01-23T20:35:26.281146] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2026-01-23T20:35:26.281955] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:26.282019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:26.287078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:26.287350] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2026-01-23T20:35:26.287457] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2026-01-23T20:35:26.287916] [INFO ] [main      ] Fetching symbol history for CNK...
[2026-01-23T20:35:26.287982] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2026-01-23T20:35:26.288627] [INFO ] [main      ] Progress: 4/420 forecasts completed (1.0%). PFL finished in 0.7s. ETA: 1m 17s. Rate: 322.42 forecasts/min
[2026-01-23T20:35:26.290552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:26.292037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:26.292778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.297160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:26.298785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:26.299276] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.300056] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2026-01-23T20:35:26.300109] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2026-01-23T20:35:26.300141] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2026-01-23T20:35:26.300934] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:26.300995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:26.302134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.302700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:26.303193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:26.303660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:26.304072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:26.352804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:26.354337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.373125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:26.448562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:26.449451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:26.451786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:26.453600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.648528] [DEBUG] [MAG       ] CCK: Last date is validated at 2026-01-23
[2026-01-23T20:35:26.650563] [DEBUG] [MAG       ] TSQ: Last date is validated at 2026-01-23
[2026-01-23T20:35:26.696553] [DEBUG] [MAG       ] CNK: Last date is validated at 2026-01-23
[2026-01-23T20:35:26.805041] [DEBUG] [MAG       ] OABI: Last date is validated at 2026-01-23
[2026-01-23T20:35:26.822788] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.830600] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.863100] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.885757] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2026-01-23T20:35:26.885826] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=2.30% (Conf=55.8827%)
[2026-01-23T20:35:26.886247] [INFO ] [main      ] Fetching symbol history for STEM...
[2026-01-23T20:35:26.886302] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2026-01-23T20:35:26.887657] [INFO ] [main      ] Progress: 5/420 forecasts completed (1.2%). TSQ finished in 0.6s. ETA: 1m 52s. Rate: 223.31 forecasts/min
[2026-01-23T20:35:26.897814] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.898871] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2026-01-23T20:35:26.898941] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2026-01-23T20:35:26.898974] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2026-01-23T20:35:26.899837] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:26.899910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:26.904940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:26.905842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:26.906717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:26.908550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:26.909309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.943695] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2026-01-23T20:35:26.943781] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=1.38% (Conf=58.1949%)
[2026-01-23T20:35:26.944233] [INFO ] [main      ] Fetching symbol history for JKHY...
[2026-01-23T20:35:26.944293] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2026-01-23T20:35:26.944643] [INFO ] [main      ] Progress: 6/420 forecasts completed (1.4%). CCK finished in 0.7s. ETA: 1m 37s. Rate: 257.07 forecasts/min
[2026-01-23T20:35:26.948383] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2026-01-23T20:35:26.948452] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=3.60% (Conf=53.3928%)
[2026-01-23T20:35:26.948652] [INFO ] [main      ] Fetching symbol history for TS...
[2026-01-23T20:35:26.948697] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2026-01-23T20:35:26.951659] [INFO ] [main      ] Progress: 7/420 forecasts completed (1.7%). CNK finished in 0.7s. ETA: 1m 23s. Rate: 298.42 forecasts/min
[2026-01-23T20:35:26.958993] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.959873] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:26.960609] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2026-01-23T20:35:26.960689] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2026-01-23T20:35:26.960743] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2026-01-23T20:35:26.960892] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2026-01-23T20:35:26.960951] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2026-01-23T20:35:26.960984] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2026-01-23T20:35:26.961815] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:26.961874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:26.961977] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:26.962080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:26.964773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:26.965635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:26.966324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:26.967001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:26.970947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:26.972127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:26.972844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:26.974948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:26.977553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:35:26.981031] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:26.983886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.047151] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2026-01-23T20:35:27.047218] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-2.80% (Conf=36.8497%)
[2026-01-23T20:35:27.047613] [INFO ] [main      ] Progress: 8/420 forecasts completed (1.9%). OABI finished in 0.8s. ETA: 1m 17s. Rate: 319.28 forecasts/min
[2026-01-23T20:35:27.047753] [INFO ] [main      ] Fetching symbol history for SOJC...
[2026-01-23T20:35:27.047797] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2026-01-23T20:35:27.059345] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:27.060434] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2026-01-23T20:35:27.060711] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2026-01-23T20:35:27.060743] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2026-01-23T20:35:27.061748] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:27.061808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:27.067443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:27.069458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:27.069950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:27.109397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.252970] [DEBUG] [MAG       ] STEM: Last date is validated at 2026-01-23
[2026-01-23T20:35:27.313961] [DEBUG] [MAG       ] TS: Last date is validated at 2026-01-23
[2026-01-23T20:35:27.332798] [DEBUG] [MAG       ] JKHY: Last date is validated at 2026-01-23
[2026-01-23T20:35:27.421766] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:27.450789] [DEBUG] [MAG       ] SOJC: Last date is validated at 2026-01-23
[2026-01-23T20:35:27.483139] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:27.506228] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:27.525268] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2026-01-23T20:35:27.525337] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=9.06% (Conf=59.8362%)
[2026-01-23T20:35:27.525821] [INFO ] [main      ] Fetching symbol history for NVO...
[2026-01-23T20:35:27.525875] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2026-01-23T20:35:27.527081] [INFO ] [main      ] Progress: 9/420 forecasts completed (2.1%). STEM finished in 0.6s. ETA: 1m 31s. Rate: 272.34 forecasts/min
[2026-01-23T20:35:27.536896] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:27.537629] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2026-01-23T20:35:27.537885] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2026-01-23T20:35:27.537936] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2026-01-23T20:35:27.538740] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:27.538803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:27.540509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:27.541121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:27.541560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:27.543638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:27.544285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:27.545001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.565322] [INFO ] [LOCAL     ] TS: Saved forecast.
[2026-01-23T20:35:27.565393] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-3.04% (Conf=63.9039%)
[2026-01-23T20:35:27.565787] [INFO ] [main      ] Fetching symbol history for QLYS...
[2026-01-23T20:35:27.565838] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2026-01-23T20:35:27.566813] [INFO ] [main      ] Progress: 10/420 forecasts completed (2.4%). TS finished in 0.6s. ETA: 1m 23s. Rate: 296.66 forecasts/min
[2026-01-23T20:35:27.578547] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:27.579489] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2026-01-23T20:35:27.579547] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2026-01-23T20:35:27.579603] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2026-01-23T20:35:27.580469] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:27.580532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:27.582255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:27.582825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:27.583223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:27.584274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:27.585440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:27.586711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.619799] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:27.632590] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2026-01-23T20:35:27.632670] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=-2.39% (Conf=53.5721%)
[2026-01-23T20:35:27.632838] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-23T20:35:27.632883] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-23T20:35:27.634636] [INFO ] [main      ] Progress: 11/420 forecasts completed (2.6%). JKHY finished in 0.7s. ETA: 1m 18s. Rate: 315.73 forecasts/min
[2026-01-23T20:35:27.645242] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:27.646403] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-23T20:35:27.646482] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-23T20:35:27.646515] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-23T20:35:27.647981] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:27.648058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:27.654760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:27.656149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:27.658270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:27.659030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:27.660256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:27.662513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:27.665434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.682188] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2026-01-23T20:35:27.682253] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=51.3622%)
[2026-01-23T20:35:27.682646] [INFO ] [main      ] Progress: 12/420 forecasts completed (2.9%). SOJC finished in 0.6s. ETA: 1m 13s. Rate: 336.70 forecasts/min
[2026-01-23T20:35:27.682774] [INFO ] [main      ] Fetching symbol history for OVID...
[2026-01-23T20:35:27.682842] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2026-01-23T20:35:27.694140] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:27.695297] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2026-01-23T20:35:27.695352] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2026-01-23T20:35:27.695383] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2026-01-23T20:35:27.696173] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:27.696233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:27.701214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:27.702583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:27.704391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:27.891412] [DEBUG] [MAG       ] NVO: Last date is validated at 2026-01-23
[2026-01-23T20:35:27.924207] [DEBUG] [MAG       ] QLYS: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.007435] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.041567] [DEBUG] [MAG       ] OVID: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.060070] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.089951] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.183517] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2026-01-23T20:35:28.183628] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=1.08% (Conf=56.0234%)
[2026-01-23T20:35:28.184128] [INFO ] [main      ] Fetching symbol history for PAX...
[2026-01-23T20:35:28.184183] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2026-01-23T20:35:28.184673] [INFO ] [main      ] Progress: 13/420 forecasts completed (3.1%). NVO finished in 0.7s. ETA: 1m 23s. Rate: 295.41 forecasts/min
[2026-01-23T20:35:28.193297] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.196916] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.197971] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2026-01-23T20:35:28.198023] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2026-01-23T20:35:28.198054] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2026-01-23T20:35:28.198846] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:28.198905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:28.203773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:28.204476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:28.206718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.212726] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.313447] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-23T20:35:28.313513] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=-3.16% (Conf=40.3916%)
[2026-01-23T20:35:28.313901] [INFO ] [main      ] Fetching symbol history for DSX...
[2026-01-23T20:35:28.313953] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2026-01-23T20:35:28.314022] [INFO ] [main      ] Progress: 14/420 forecasts completed (3.3%). PVL finished in 0.7s. ETA: 1m 20s. Rate: 303.28 forecasts/min
[2026-01-23T20:35:28.325235] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.325770] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2026-01-23T20:35:28.325838] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=-2.36% (Conf=56.4378%)
[2026-01-23T20:35:28.326209] [INFO ] [main      ] Fetching symbol history for VALE...
[2026-01-23T20:35:28.326277] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2026-01-23T20:35:28.326372] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2026-01-23T20:35:28.326428] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2026-01-23T20:35:28.326460] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2026-01-23T20:35:28.326658] [INFO ] [main      ] Progress: 15/420 forecasts completed (3.6%). QLYS finished in 0.8s. ETA: 1m 15s. Rate: 323.46 forecasts/min
[2026-01-23T20:35:28.327236] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:28.327317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:28.328548] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2026-01-23T20:35:28.328630] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-1.46% (Conf=53.6964%)
[2026-01-23T20:35:28.328794] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-23T20:35:28.328838] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-23T20:35:28.329048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:28.329568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:28.329829] [INFO ] [main      ] Progress: 16/420 forecasts completed (3.8%). OVID finished in 0.6s. ETA: 1m 10s. Rate: 344.63 forecasts/min
[2026-01-23T20:35:28.330018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:28.330945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.338484] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.340599] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2026-01-23T20:35:28.340716] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2026-01-23T20:35:28.340751] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2026-01-23T20:35:28.341916] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:28.341935] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.341979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:28.342621] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-23T20:35:28.342678] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-23T20:35:28.342709] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-23T20:35:28.343490] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:28.343551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:28.348708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:28.348823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:28.350485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:28.350649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:28.350995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:28.351141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:28.351397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:28.351527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:28.352294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.471532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:28.474438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.545533] [DEBUG] [MAG       ] PAX: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.674590] [DEBUG] [MAG       ] DSX: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.690987] [DEBUG] [MAG       ] VALE: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.713561] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.783437] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2026-01-23T20:35:28.783507] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=45.1008%)
[2026-01-23T20:35:28.783868] [INFO ] [main      ] Progress: 17/420 forecasts completed (4.0%). PAX finished in 0.6s. ETA: 1m 17s. Rate: 314.85 forecasts/min
[2026-01-23T20:35:28.783994] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-23T20:35:28.784036] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-23T20:35:28.796830] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.797828] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-23T20:35:28.797886] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-23T20:35:28.797920] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-23T20:35:28.798917] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:28.798978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:28.799734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:28.800654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:28.802561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.840462] [DEBUG] [MAG       ] BBLG: Last date is validated at 2026-01-23
[2026-01-23T20:35:28.844726] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.863097] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:28.899418] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2026-01-23T20:35:28.899501] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=25.6488%)
[2026-01-23T20:35:28.900068] [INFO ] [main      ] Fetching symbol history for VLO...
[2026-01-23T20:35:28.900180] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2026-01-23T20:35:28.900648] [INFO ] [main      ] Progress: 18/420 forecasts completed (4.3%). DSX finished in 0.6s. ETA: 1m 15s. Rate: 321.77 forecasts/min
[2026-01-23T20:35:28.912545] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.913637] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2026-01-23T20:35:28.913690] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2026-01-23T20:35:28.913721] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2026-01-23T20:35:28.914533] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:28.914611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:28.916289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:28.916835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:28.917287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:28.917731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:28.930857] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2026-01-23T20:35:28.930923] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-3.71% (Conf=53.6249%)
[2026-01-23T20:35:28.931387] [INFO ] [main      ] Fetching symbol history for MSA...
[2026-01-23T20:35:28.931439] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2026-01-23T20:35:28.931792] [INFO ] [main      ] Progress: 19/420 forecasts completed (4.5%). VALE finished in 0.6s. ETA: 1m 11s. Rate: 336.53 forecasts/min
[2026-01-23T20:35:28.944064] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:28.945255] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2026-01-23T20:35:28.945320] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2026-01-23T20:35:28.945352] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2026-01-23T20:35:28.946139] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:28.946201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:28.947929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:28.948427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:29.014720] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:29.060377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:29.062327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:29.063306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:29.094489] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-23T20:35:29.094557] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=22.70% (Conf=55.629%)
[2026-01-23T20:35:29.094926] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2026-01-23T20:35:29.094975] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2026-01-23T20:35:29.095623] [INFO ] [main      ] Progress: 20/420 forecasts completed (4.8%). BBLG finished in 0.8s. ETA: 1m 11s. Rate: 337.90 forecasts/min
[2026-01-23T20:35:29.107232] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:29.108433] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2026-01-23T20:35:29.108487] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2026-01-23T20:35:29.108518] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2026-01-23T20:35:29.109305] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:29.109366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:29.112431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:29.114908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:29.115720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:29.117255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:29.118077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:29.118914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.122484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.162282] [DEBUG] [MAG       ] IBM: Last date is validated at 2026-01-23
[2026-01-23T20:35:29.262096] [DEBUG] [MAG       ] VLO: Last date is validated at 2026-01-23
[2026-01-23T20:35:29.329101] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:29.433102] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:29.459298] [DEBUG] [MAG       ] MSA: Last date is validated at 2026-01-23
[2026-01-23T20:35:29.462515] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-23T20:35:29.462600] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-0.45% (Conf=72.4875%)
[2026-01-23T20:35:29.462612] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2026-01-23
[2026-01-23T20:35:29.462929] [INFO ] [main      ] Fetching symbol history for FEPI...
[2026-01-23T20:35:29.462978] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2026-01-23T20:35:29.463798] [INFO ] [main      ] Progress: 21/420 forecasts completed (5.0%). IBM finished in 0.7s. ETA: 1m 14s. Rate: 321.47 forecasts/min
[2026-01-23T20:35:29.476542] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:29.477545] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2026-01-23T20:35:29.477614] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2026-01-23T20:35:29.477647] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2026-01-23T20:35:29.478395] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:29.478455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:29.480151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:29.480687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:29.481132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:29.482033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.558844] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2026-01-23T20:35:29.558914] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=0.67% (Conf=52.8113%)
[2026-01-23T20:35:29.559286] [INFO ] [main      ] Fetching symbol history for NIC...
[2026-01-23T20:35:29.559337] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2026-01-23T20:35:29.559650] [INFO ] [main      ] Progress: 22/420 forecasts completed (5.2%). VLO finished in 0.7s. ETA: 1m 13s. Rate: 328.74 forecasts/min
[2026-01-23T20:35:29.573982] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:29.575306] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2026-01-23T20:35:29.575372] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2026-01-23T20:35:29.575414] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2026-01-23T20:35:29.576455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:29.576526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:29.578839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:29.579365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:29.579847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:29.627505] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:29.629511] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:29.629797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:29.633106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.693485] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2026-01-23T20:35:29.693548] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-0.68% (Conf=61.7618%)
[2026-01-23T20:35:29.693986] [INFO ] [main      ] Fetching symbol history for ECPG...
[2026-01-23T20:35:29.694038] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2026-01-23T20:35:29.694625] [INFO ] [main      ] Progress: 23/420 forecasts completed (5.5%). BPYPM finished in 0.6s. ETA: 1m 12s. Rate: 332.50 forecasts/min
[2026-01-23T20:35:29.704979] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:29.705999] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2026-01-23T20:35:29.706056] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2026-01-23T20:35:29.706088] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2026-01-23T20:35:29.706865] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:29.706927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:29.711947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:29.713794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:29.714298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:29.715309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:29.745051] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2026-01-23T20:35:29.745120] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=1.12% (Conf=44.6423%)
[2026-01-23T20:35:29.745489] [INFO ] [main      ] Fetching symbol history for BAM...
[2026-01-23T20:35:29.745541] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2026-01-23T20:35:29.745654] [INFO ] [main      ] Progress: 24/420 forecasts completed (5.7%). MSA finished in 0.8s. ETA: 1m 9s. Rate: 342.74 forecasts/min
[2026-01-23T20:35:29.756549] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:29.757426] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2026-01-23T20:35:29.757485] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2026-01-23T20:35:29.757517] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2026-01-23T20:35:29.758338] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:29.758404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:29.763603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:29.765476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:29.765976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:29.766770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:29.767662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:29.768517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:29.771273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:29.772055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:29.773178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.821846] [DEBUG] [MAG       ] FEPI: Last date is validated at 2026-01-23
[2026-01-23T20:35:29.830388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:29.834991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:29.835779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:29.987251] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.003264] [DEBUG] [MAG       ] NIC: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.060721] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2026-01-23T20:35:30.060785] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=0.93% (Conf=45.8567%)
[2026-01-23T20:35:30.061095] [INFO ] [main      ] Fetching symbol history for KBWB...
[2026-01-23T20:35:30.061144] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2026-01-23T20:35:30.061971] [INFO ] [main      ] Progress: 25/420 forecasts completed (6.0%). FEPI finished in 0.6s. ETA: 1m 11s. Rate: 332.03 forecasts/min
[2026-01-23T20:35:30.074901] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.075867] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2026-01-23T20:35:30.075918] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2026-01-23T20:35:30.075949] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2026-01-23T20:35:30.076969] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:30.077029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:30.078671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:30.081371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:30.082741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:30.085738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.134824] [DEBUG] [MAG       ] BAM: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.174383] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.176299] [DEBUG] [MAG       ] ECPG: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.278354] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2026-01-23T20:35:30.278425] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=-2.15% (Conf=49.7359%)
[2026-01-23T20:35:30.278799] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2026-01-23T20:35:30.278851] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2026-01-23T20:35:30.279656] [INFO ] [main      ] Progress: 26/420 forecasts completed (6.2%). NIC finished in 0.7s. ETA: 1m 12s. Rate: 329.43 forecasts/min
[2026-01-23T20:35:30.291181] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.292389] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2026-01-23T20:35:30.292441] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2026-01-23T20:35:30.292473] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2026-01-23T20:35:30.293256] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:30.293320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:30.298114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:30.299901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:30.300394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:30.300804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:30.301678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:30.304389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:30.305098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:30.306705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.310172] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.345520] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.410923] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2026-01-23T20:35:30.410990] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-1.88% (Conf=68.3196%)
[2026-01-23T20:35:30.411416] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-23T20:35:30.411467] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-23T20:35:30.411661] [INFO ] [main      ] Progress: 27/420 forecasts completed (6.4%). BAM finished in 0.7s. ETA: 1m 11s. Rate: 332.83 forecasts/min
[2026-01-23T20:35:30.422810] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.422925] [DEBUG] [MAG       ] KBWB: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.424505] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-23T20:35:30.424565] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-23T20:35:30.424631] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-23T20:35:30.425424] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-23T20:35:30.425494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:30.430528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:30.432428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:30.432934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:30.433389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:30.433829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:30.434616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:30.435502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:30.438123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:30.452191] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2026-01-23T20:35:30.452260] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=51.1049%)
[2026-01-23T20:35:30.452675] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-23T20:35:30.452729] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-23T20:35:30.453533] [INFO ] [main      ] Progress: 28/420 forecasts completed (6.7%). ECPG finished in 0.8s. ETA: 1m 9s. Rate: 342.21 forecasts/min
[2026-01-23T20:35:30.463927] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.464786] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-23T20:35:30.464845] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-23T20:35:30.464879] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-23T20:35:30.465701] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:30.465767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:30.470863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:30.472704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:30.473187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:30.473594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:30.475212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:30.475715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:30.476882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:30.478976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.552912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:30.555027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:30.594754] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.595456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:30.596709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:30.639968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:30.640898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:30.643109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:30.646893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.647882] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.689249] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2026-01-23T20:35:30.689334] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-1.56% (Conf=52.0759%)
[2026-01-23T20:35:30.689501] [INFO ] [main      ] Fetching symbol history for FWRD...
[2026-01-23T20:35:30.689545] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2026-01-23T20:35:30.691423] [INFO ] [main      ] Progress: 29/420 forecasts completed (6.9%). KBWB finished in 0.6s. ETA: 1m 9s. Rate: 338.05 forecasts/min
[2026-01-23T20:35:30.705321] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.706952] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2026-01-23T20:35:30.707010] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-23T20:35:30.707054] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2026-01-23T20:35:30.708133] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:30.708195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:30.708946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:30.711409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:30.713254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.827300] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-23
[2026-01-23T20:35:30.827507] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:30.898908] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2026-01-23T20:35:30.898978] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.33% (Conf=57.6102%)
[2026-01-23T20:35:30.899141] [INFO ] [main      ] Fetching symbol history for CAH...
[2026-01-23T20:35:30.899184] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2026-01-23T20:35:30.900670] [INFO ] [main      ] Progress: 30/420 forecasts completed (7.1%). LBTYK finished in 0.6s. ETA: 1m 10s. Rate: 336.05 forecasts/min
[2026-01-23T20:35:30.911968] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:30.913166] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2026-01-23T20:35:30.913237] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2026-01-23T20:35:30.913278] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2026-01-23T20:35:30.914200] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:30.914269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:30.919245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:30.920722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:30.922463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:30.922983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:30.924081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:30.925762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:30.926796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:30.927507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:30.928703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:30.930803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:30.997195] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.012286] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.056800] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-23T20:35:31.056869] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=26.7284%)
[2026-01-23T20:35:31.057219] [INFO ] [main      ] Fetching symbol history for FCTE...
[2026-01-23T20:35:31.057269] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2026-01-23T20:35:31.057680] [INFO ] [main      ] Progress: 31/420 forecasts completed (7.4%). AGNCO finished in 0.6s. ETA: 1m 9s. Rate: 337.36 forecasts/min
[2026-01-23T20:35:31.064985] [DEBUG] [MAG       ] FWRD: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.068143] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.069283] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2026-01-23T20:35:31.069335] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2026-01-23T20:35:31.069386] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2026-01-23T20:35:31.070184] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:31.070245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:31.075079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:31.076955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.188788] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.234377] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.263795] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-23T20:35:31.263865] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2026-01-23T20:35:31.264259] [INFO ] [main      ] Fetching symbol history for ONTO...
[2026-01-23T20:35:31.264314] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2026-01-23T20:35:31.264671] [INFO ] [main      ] Progress: 32/420 forecasts completed (7.6%). BSMS finished in 0.9s. ETA: 1m 9s. Rate: 335.64 forecasts/min
[2026-01-23T20:35:31.273317] [DEBUG] [MAG       ] CAH: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.276818] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.278027] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2026-01-23T20:35:31.278081] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2026-01-23T20:35:31.278113] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2026-01-23T20:35:31.279008] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:31.279068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:31.284129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.326519] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2026-01-23T20:35:31.326605] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-0.98% (Conf=51.296%)
[2026-01-23T20:35:31.326771] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-23T20:35:31.326815] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-23T20:35:31.328026] [INFO ] [main      ] Progress: 33/420 forecasts completed (7.9%). FWRD finished in 0.6s. ETA: 1m 8s. Rate: 342.34 forecasts/min
[2026-01-23T20:35:31.341458] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.342691] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-23T20:35:31.342746] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-23T20:35:31.342778] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-23T20:35:31.343691] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:31.343753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:31.349081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:31.390714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.428812] [DEBUG] [MAG       ] FCTE: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.443801] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.597703] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.629769] [DEBUG] [MAG       ] ONTO: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.661844] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2026-01-23T20:35:31.661916] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=48.3171%)
[2026-01-23T20:35:31.662072] [INFO ] [main      ] Fetching symbol history for QBTS...
[2026-01-23T20:35:31.662115] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2026-01-23T20:35:31.662992] [INFO ] [main      ] Progress: 34/420 forecasts completed (8.1%). FCTE finished in 0.6s. ETA: 1m 9s. Rate: 333.40 forecasts/min
[2026-01-23T20:35:31.674686] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.675561] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2026-01-23T20:35:31.675638] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2026-01-23T20:35:31.675670] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2026-01-23T20:35:31.676464] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:31.676528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:31.677447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:31.681518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:31.683419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:31.683933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:31.685032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:31.686750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:31.688068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:31.688812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.735265] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-23
[2026-01-23T20:35:31.743686] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2026-01-23T20:35:31.743757] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.80% (Conf=41.8755%)
[2026-01-23T20:35:31.744074] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-23T20:35:31.744124] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-23T20:35:31.745003] [INFO ] [main      ] Progress: 35/420 forecasts completed (8.3%). CAH finished in 0.8s. ETA: 1m 8s. Rate: 338.67 forecasts/min
[2026-01-23T20:35:31.756761] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.757802] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-23T20:35:31.757862] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-23T20:35:31.757909] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-23T20:35:31.758727] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:31.758787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:31.763898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:31.764793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.803145] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.910833] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:31.940278] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2026-01-23T20:35:31.940346] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=0.34% (Conf=55.0682%)
[2026-01-23T20:35:31.940734] [INFO ] [main      ] Fetching symbol history for WEX...
[2026-01-23T20:35:31.940786] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2026-01-23T20:35:31.941663] [INFO ] [main      ] Progress: 36/420 forecasts completed (8.6%). ONTO finished in 0.7s. ETA: 1m 8s. Rate: 337.64 forecasts/min
[2026-01-23T20:35:31.952406] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:31.953444] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2026-01-23T20:35:31.953498] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2026-01-23T20:35:31.953540] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2026-01-23T20:35:31.954352] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:31.954423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:31.959431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:31.960170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:31.961951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:31.987855] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-23T20:35:31.988307] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.49% (Conf=55.1319%)
[2026-01-23T20:35:31.988476] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-23T20:35:31.988520] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-23T20:35:31.989553] [INFO ] [main      ] Progress: 37/420 forecasts completed (8.8%). VTMX finished in 0.7s. ETA: 1m 7s. Rate: 344.44 forecasts/min
[2026-01-23T20:35:32.003215] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:32.004776] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-23T20:35:32.004843] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-23T20:35:32.004890] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-23T20:35:32.006243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:32.006319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:32.008498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:32.009075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:32.009500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:32.032838] [DEBUG] [MAG       ] QBTS: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.111016] [DEBUG] [MAG       ] TKO: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.134897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:32.209291] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.282622] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.313546] [DEBUG] [MAG       ] WEX: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.322216] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2026-01-23T20:35:32.322300] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=4.03% (Conf=61.3435%)
[2026-01-23T20:35:32.322707] [INFO ] [main      ] Fetching symbol history for CIVB...
[2026-01-23T20:35:32.322772] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2026-01-23T20:35:32.323671] [INFO ] [main      ] Progress: 38/420 forecasts completed (9.0%). QBTS finished in 0.7s. ETA: 1m 8s. Rate: 336.31 forecasts/min
[2026-01-23T20:35:32.335280] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:32.336319] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2026-01-23T20:35:32.336377] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2026-01-23T20:35:32.336408] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2026-01-23T20:35:32.337456] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:32.337522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:32.343288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:32.345204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:32.345780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:32.346177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:32.347067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:32.347769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:32.350510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:32.353587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:32.355952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:32.395463] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-23T20:35:32.395531] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=2.84% (Conf=46.5912%)
[2026-01-23T20:35:32.395716] [INFO ] [main      ] Fetching symbol history for FTHY...
[2026-01-23T20:35:32.395761] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2026-01-23T20:35:32.397653] [INFO ] [main      ] Progress: 39/420 forecasts completed (9.3%). TKO finished in 0.7s. ETA: 1m 7s. Rate: 341.44 forecasts/min
[2026-01-23T20:35:32.407467] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:32.408606] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2026-01-23T20:35:32.408659] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2026-01-23T20:35:32.408690] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2026-01-23T20:35:32.409458] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:32.409518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:32.411203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:32.411737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:32.412132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:32.481530] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.504426] [DEBUG] [MAG       ] IEP: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.613378] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2026-01-23T20:35:32.613450] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=3.39% (Conf=53.2942%)
[2026-01-23T20:35:32.613628] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-23T20:35:32.613672] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-23T20:35:32.614677] [INFO ] [main      ] Progress: 40/420 forecasts completed (9.5%). WEX finished in 0.7s. ETA: 1m 7s. Rate: 339.44 forecasts/min
[2026-01-23T20:35:32.626332] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:32.627491] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-23T20:35:32.627545] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-23T20:35:32.627611] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-23T20:35:32.628394] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:32.628454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:32.629518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:32.630516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:32.631946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:32.632848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:32.633570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:32.700095] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.731418] [DEBUG] [MAG       ] CIVB: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.764123] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-23T20:35:32.764193] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=0.77% (Conf=56.7485%)
[2026-01-23T20:35:32.764357] [INFO ] [main      ] Fetching symbol history for ASTH...
[2026-01-23T20:35:32.764424] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2026-01-23T20:35:32.765206] [INFO ] [main      ] Progress: 41/420 forecasts completed (9.8%). IEP finished in 0.8s. ETA: 1m 7s. Rate: 340.68 forecasts/min
[2026-01-23T20:35:32.779661] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:32.780678] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2026-01-23T20:35:32.780747] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2026-01-23T20:35:32.780782] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2026-01-23T20:35:32.781668] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:32.781732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:32.781664] [DEBUG] [MAG       ] FTHY: Last date is validated at 2026-01-23
[2026-01-23T20:35:32.787139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:32.790833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:32.918519] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.958417] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:32.979633] [DEBUG] [MAG       ] AMG: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.000834] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2026-01-23T20:35:33.000919] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-2.84% (Conf=62.1456%)
[2026-01-23T20:35:33.001324] [INFO ] [main      ] Fetching symbol history for BUD...
[2026-01-23T20:35:33.001392] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2026-01-23T20:35:33.001670] [INFO ] [main      ] Progress: 42/420 forecasts completed (10.0%). CIVB finished in 0.7s. ETA: 1m 7s. Rate: 337.92 forecasts/min
[2026-01-23T20:35:33.013551] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.014018] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2026-01-23T20:35:33.014090] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=48.1242%)
[2026-01-23T20:35:33.014548] [INFO ] [main      ] Fetching symbol history for RMBI...
[2026-01-23T20:35:33.014618] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2026-01-23T20:35:33.014659] [INFO ] [main      ] Progress: 43/420 forecasts completed (10.2%). FTHY finished in 0.6s. ETA: 1m 5s. Rate: 345.36 forecasts/min
[2026-01-23T20:35:33.014830] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2026-01-23T20:35:33.014888] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2026-01-23T20:35:33.014920] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2026-01-23T20:35:33.016143] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:33.016278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:33.021457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:33.024510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:33.026014] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.026858] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2026-01-23T20:35:33.026913] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2026-01-23T20:35:33.026945] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2026-01-23T20:35:33.027850] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:33.027917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:33.029659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:33.030181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:33.030688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:33.031505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:33.032409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:33.040754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.073565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:33.075193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:33.076028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:33.078128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.141086] [DEBUG] [MAG       ] ASTH: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.146514] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:33.263607] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-23T20:35:33.263674] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.47% (Conf=52.9908%)
[2026-01-23T20:35:33.264034] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-23T20:35:33.264084] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-23T20:35:33.264670] [INFO ] [main      ] Progress: 44/420 forecasts completed (10.5%). AMG finished in 0.6s. ETA: 1m 6s. Rate: 341.95 forecasts/min
[2026-01-23T20:35:33.276050] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.277018] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-23T20:35:33.277076] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-23T20:35:33.277109] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-23T20:35:33.277942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:33.278015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:33.279716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:33.280232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:33.280645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:33.281516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:33.283960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:33.285608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.311424] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:33.403291] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2026-01-23T20:35:33.403357] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=0.27% (Conf=41.6813%)
[2026-01-23T20:35:33.403744] [INFO ] [main      ] Progress: 45/420 forecasts completed (10.7%). ASTH finished in 0.6s. ETA: 1m 5s. Rate: 343.53 forecasts/min
[2026-01-23T20:35:33.403875] [INFO ] [main      ] Fetching symbol history for EMBC...
[2026-01-23T20:35:33.403918] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2026-01-23T20:35:33.409014] [DEBUG] [MAG       ] BUD: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.417129] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.418321] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2026-01-23T20:35:33.418373] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2026-01-23T20:35:33.418404] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2026-01-23T20:35:33.419238] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:33.419297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:33.420857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.422110] [DEBUG] [MAG       ] RMBI: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.590564] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:33.591025] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:33.632954] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.661619] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2026-01-23T20:35:33.661692] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=60.8079%)
[2026-01-23T20:35:33.661863] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-23T20:35:33.661908] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-23T20:35:33.662990] [INFO ] [main      ] Progress: 46/420 forecasts completed (11.0%). RMBI finished in 0.6s. ETA: 1m 6s. Rate: 339.95 forecasts/min
[2026-01-23T20:35:33.673161] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.674284] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-23T20:35:33.674338] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-23T20:35:33.674369] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-23T20:35:33.675184] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:35:33.694096] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2026-01-23T20:35:33.694163] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=1.04% (Conf=57.7443%)
[2026-01-23T20:35:33.694324] [INFO ] [main      ] Fetching symbol history for CRTO...
[2026-01-23T20:35:33.694367] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2026-01-23T20:35:33.695672] [INFO ] [main      ] Progress: 47/420 forecasts completed (11.2%). BUD finished in 0.7s. ETA: 1m 5s. Rate: 345.95 forecasts/min
[2026-01-23T20:35:33.705384] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.706268] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2026-01-23T20:35:33.706372] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2026-01-23T20:35:33.706407] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2026-01-23T20:35:33.707236] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:33.707298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:33.708998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:33.758182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:33.759096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:33.763419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:33.764145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.776806] [DEBUG] [MAG       ] EMBC: Last date is validated at 2026-01-23
[2026-01-23T20:35:33.800797] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:33.860038] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-23T20:35:33.860107] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=48.6561%)
[2026-01-23T20:35:33.860479] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-23T20:35:33.860533] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-23T20:35:33.860675] [INFO ] [main      ] Progress: 48/420 forecasts completed (11.4%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 346.30 forecasts/min
[2026-01-23T20:35:33.871914] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:33.872864] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-23T20:35:33.872925] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-23T20:35:33.872968] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-23T20:35:33.873837] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:33.873900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:33.874845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:33.945514] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.017949] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.018420] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2026-01-23T20:35:34.018494] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=-0.73% (Conf=57.2327%)
[2026-01-23T20:35:34.018960] [INFO ] [main      ] Fetching symbol history for EVGO...
[2026-01-23T20:35:34.019013] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2026-01-23T20:35:34.019665] [INFO ] [main      ] Progress: 49/420 forecasts completed (11.7%). EMBC finished in 0.6s. ETA: 1m 4s. Rate: 346.89 forecasts/min
[2026-01-23T20:35:34.033214] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.034450] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2026-01-23T20:35:34.034504] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2026-01-23T20:35:34.034534] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2026-01-23T20:35:34.035329] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:34.035391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:34.040228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:34.042027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:34.042520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:34.042928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:34.043787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:34.045399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:34.046110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.123848] [DEBUG] [MAG       ] CRTO: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.189613] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.233383] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.243416] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-23T20:35:34.243485] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-3.29% (Conf=44.6694%)
[2026-01-23T20:35:34.243820] [INFO ] [main      ] Fetching symbol history for BKD...
[2026-01-23T20:35:34.243871] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2026-01-23T20:35:34.244691] [INFO ] [main      ] Progress: 50/420 forecasts completed (11.9%). IZEA finished in 0.6s. ETA: 1m 4s. Rate: 344.81 forecasts/min
[2026-01-23T20:35:34.257474] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.258475] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2026-01-23T20:35:34.258528] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2026-01-23T20:35:34.258559] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2026-01-23T20:35:34.259376] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:34.259440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:34.264255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:34.266092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:34.266646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:34.267279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:34.270833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:34.271771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:34.273440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:34.304408] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.311493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:34.312728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.390775] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2026-01-23T20:35:34.390845] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=-0.31% (Conf=68.8112%)
[2026-01-23T20:35:34.391393] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-23T20:35:34.391443] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-23T20:35:34.393646] [INFO ] [main      ] Progress: 51/420 forecasts completed (12.1%). CRTO finished in 0.7s. ETA: 1m 4s. Rate: 345.79 forecasts/min
[2026-01-23T20:35:34.402820] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.410589] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.412327] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-23T20:35:34.412385] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-23T20:35:34.412417] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-23T20:35:34.413432] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:34.413495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:34.414602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:34.417211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:34.419102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:34.421976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:34.422644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:35:34.428288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.436970] [DEBUG] [MAG       ] EVGO: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.478811] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-23T20:35:34.478878] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-0.49% (Conf=54.8975%)
[2026-01-23T20:35:34.479040] [INFO ] [main      ] Fetching symbol history for FG...
[2026-01-23T20:35:34.479087] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2026-01-23T20:35:34.481672] [INFO ] [main      ] Progress: 52/420 forecasts completed (12.4%). BLX finished in 0.6s. ETA: 1m 3s. Rate: 349.09 forecasts/min
[2026-01-23T20:35:34.490249] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.491219] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2026-01-23T20:35:34.491271] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2026-01-23T20:35:34.491304] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2026-01-23T20:35:34.492116] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:34.492177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:34.493976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:34.494487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:34.496226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.606546] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.662429] [DEBUG] [MAG       ] BKD: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.670271] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2026-01-23T20:35:34.670336] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-8.46% (Conf=58.5049%)
[2026-01-23T20:35:34.670497] [INFO ] [main      ] Fetching symbol history for HY...
[2026-01-23T20:35:34.670540] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2026-01-23T20:35:34.671437] [INFO ] [main      ] Progress: 53/420 forecasts completed (12.6%). EVGO finished in 0.7s. ETA: 1m 3s. Rate: 348.41 forecasts/min
[2026-01-23T20:35:34.684244] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.685248] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2026-01-23T20:35:34.685306] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2026-01-23T20:35:34.685339] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2026-01-23T20:35:34.686126] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:34.686191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:34.691463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:34.693277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:34.693800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:34.775348] [DEBUG] [MAG       ] ANDE: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.803924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:34.805919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:34.834236] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:34.834992] [DEBUG] [MAG       ] FG: Last date is validated at 2026-01-23
[2026-01-23T20:35:34.855376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:34.857275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:34.861303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:34.862717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.905736] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2026-01-23T20:35:34.905804] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-1.66% (Conf=45.348%)
[2026-01-23T20:35:34.906142] [INFO ] [main      ] Fetching symbol history for RMBS...
[2026-01-23T20:35:34.906192] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2026-01-23T20:35:34.906657] [INFO ] [main      ] Progress: 54/420 forecasts completed (12.9%). BKD finished in 0.7s. ETA: 1m 3s. Rate: 346.07 forecasts/min
[2026-01-23T20:35:34.918024] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:34.919285] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2026-01-23T20:35:34.919338] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2026-01-23T20:35:34.919369] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2026-01-23T20:35:34.920169] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:34.920234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:34.925058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:34.927082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:34.927651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:34.928060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:34.928818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:34.929747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:34.931007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:34.935303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:34.946461] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.005148] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.047927] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-23T20:35:35.048001] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.30% (Conf=64.9657%)
[2026-01-23T20:35:35.048476] [INFO ] [main      ] Fetching symbol history for DBX...
[2026-01-23T20:35:35.048529] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2026-01-23T20:35:35.048493] [INFO ] [main      ] Progress: 55/420 forecasts completed (13.1%). ANDE finished in 0.7s. ETA: 1m 3s. Rate: 347.21 forecasts/min
[2026-01-23T20:35:35.060509] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.061812] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2026-01-23T20:35:35.061867] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2026-01-23T20:35:35.061899] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2026-01-23T20:35:35.062781] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:35.062845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:35.063669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:35.097203] [INFO ] [LOCAL     ] FG: Saved forecast.
[2026-01-23T20:35:35.097272] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=1.84% (Conf=52.9485%)
[2026-01-23T20:35:35.097458] [INFO ] [main      ] Fetching symbol history for CVNA...
[2026-01-23T20:35:35.097516] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2026-01-23T20:35:35.098351] [INFO ] [main      ] Progress: 56/420 forecasts completed (13.3%). FG finished in 0.6s. ETA: 1m 2s. Rate: 351.68 forecasts/min
[2026-01-23T20:35:35.105588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:35.109839] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.110749] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2026-01-23T20:35:35.110808] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2026-01-23T20:35:35.110841] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2026-01-23T20:35:35.111755] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:35.111820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:35.116848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:35.117898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:35.119251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.154739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:35.156661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.202435] [DEBUG] [MAG       ] HY: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.279500] [DEBUG] [MAG       ] RMBS: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.368492] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.444318] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.458893] [DEBUG] [MAG       ] CVNA: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.463462] [INFO ] [LOCAL     ] HY: Saved forecast.
[2026-01-23T20:35:35.463537] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=-1.13% (Conf=48.9122%)
[2026-01-23T20:35:35.463915] [INFO ] [main      ] Fetching symbol history for WMS...
[2026-01-23T20:35:35.463966] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2026-01-23T20:35:35.464664] [INFO ] [main      ] Progress: 57/420 forecasts completed (13.6%). HY finished in 0.8s. ETA: 1m 3s. Rate: 344.74 forecasts/min
[2026-01-23T20:35:35.479083] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.479983] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2026-01-23T20:35:35.480039] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2026-01-23T20:35:35.480072] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2026-01-23T20:35:35.481104] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:35.481180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:35.484240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.507330] [DEBUG] [MAG       ] DBX: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.569599] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2026-01-23T20:35:35.569667] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-2.51% (Conf=48.4655%)
[2026-01-23T20:35:35.569834] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-23T20:35:35.569878] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-23T20:35:35.571060] [INFO ] [main      ] Progress: 58/420 forecasts completed (13.8%). RMBS finished in 0.7s. ETA: 1m 3s. Rate: 347.07 forecasts/min
[2026-01-23T20:35:35.581418] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.582268] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-23T20:35:35.582319] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-23T20:35:35.582350] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-23T20:35:35.583147] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:35.583206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:35.588515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:35.589403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:35.590037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:35.591803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.630255] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.682089] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:35.763460] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2026-01-23T20:35:35.763554] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=1.15% (Conf=50.0608%)
[2026-01-23T20:35:35.763993] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-23T20:35:35.764050] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-23T20:35:35.765217] [INFO ] [main      ] Progress: 59/420 forecasts completed (14.0%). DBX finished in 0.7s. ETA: 1m 3s. Rate: 346.35 forecasts/min
[2026-01-23T20:35:35.777072] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.778937] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-23T20:35:35.778993] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-23T20:35:35.779027] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-23T20:35:35.780085] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:35.780152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:35.781724] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2026-01-23T20:35:35.781794] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=-0.36% (Conf=54.7966%)
[2026-01-23T20:35:35.782068] [INFO ] [main      ] Fetching symbol history for PDYN...
[2026-01-23T20:35:35.782116] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2026-01-23T20:35:35.782877] [INFO ] [main      ] Progress: 60/420 forecasts completed (14.3%). CVNA finished in 0.7s. ETA: 1m 1s. Rate: 351.61 forecasts/min
[2026-01-23T20:35:35.785259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:35.787191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:35.787783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:35.788804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:35.791395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:35.793624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:35.793788] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:35.794685] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2026-01-23T20:35:35.794935] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2026-01-23T20:35:35.795003] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2026-01-23T20:35:35.796071] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:35.796136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:35.796810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.801281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:35.803148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:35.803675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:35.826132] [DEBUG] [MAG       ] WMS: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.845162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:35.847827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:35.935111] [DEBUG] [MAG       ] BELFB: Last date is validated at 2026-01-23
[2026-01-23T20:35:35.991483] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.101378] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.102719] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2026-01-23T20:35:36.102792] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=2.60% (Conf=49.9748%)
[2026-01-23T20:35:36.103131] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-23T20:35:36.103189] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-23T20:35:36.103660] [INFO ] [main      ] Progress: 61/420 forecasts completed (14.5%). WMS finished in 0.6s. ETA: 1m 2s. Rate: 346.61 forecasts/min
[2026-01-23T20:35:36.116268] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:36.117498] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-23T20:35:36.117554] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-23T20:35:36.117607] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-23T20:35:36.118433] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-23T20:35:36.118512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:36.123496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:36.125423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:36.125956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:36.126425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:36.126858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:36.127711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:36.128522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:36.131042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:36.145946] [DEBUG] [MAG       ] NAVI: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.186259] [DEBUG] [MAG       ] PDYN: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.219987] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-23T20:35:36.220057] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=3.59% (Conf=52.5969%)
[2026-01-23T20:35:36.220217] [INFO ] [main      ] Fetching symbol history for OSS...
[2026-01-23T20:35:36.220261] [DEBUG] [REMOTE    ] OSS: Fetching historical data.
[2026-01-23T20:35:36.221639] [INFO ] [main      ] Progress: 62/420 forecasts completed (14.8%). BELFB finished in 0.6s. ETA: 1m 2s. Rate: 348.40 forecasts/min
[2026-01-23T20:35:36.231737] [DEBUG] [REMOTE    ] OSS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:36.232840] [DEBUG] [LOCAL     ] Loaded configuration for OSS: 5 features, N/A% accuracy
[2026-01-23T20:35:36.232896] [INFO ] [LOCAL     ] OSS: Loaded 5 optimal features with 53.09% confidence from JSON config
[2026-01-23T20:35:36.232928] [DEBUG] [MAG       ] Building data for symbol: OSS with lookback: 0
[2026-01-23T20:35:36.233709] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:36.233768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:36.238540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:36.240387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:36.240882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:36.241271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:36.241939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:36.247055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:36.249139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:36.290742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:36.291984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:36.325523] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.334799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:36.335680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:36.336955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:36.356351] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.403361] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-23T20:35:36.403431] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-3.22% (Conf=74.5298%)
[2026-01-23T20:35:36.403812] [INFO ] [main      ] Fetching symbol history for IMNN...
[2026-01-23T20:35:36.403866] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2026-01-23T20:35:36.403846] [INFO ] [main      ] Progress: 63/420 forecasts completed (15.0%). NAVI finished in 0.6s. ETA: 1m 2s. Rate: 348.08 forecasts/min
[2026-01-23T20:35:36.412786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:36.413700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:36.415626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:36.415631] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:36.416886] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2026-01-23T20:35:36.416943] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2026-01-23T20:35:36.416975] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2026-01-23T20:35:36.417849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:36.417914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:36.418517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:36.419655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:36.421734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:36.422695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:36.423028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:36.425036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:36.425519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:36.426302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:36.427324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:36.428123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:36.428561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:36.429922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:36.431475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:36.434503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:36.435194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:36.435928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:36.442425] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2026-01-23T20:35:36.442492] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-10.15% (Conf=48.4002%)
[2026-01-23T20:35:36.442672] [INFO ] [main      ] Fetching symbol history for GEL...
[2026-01-23T20:35:36.442716] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2026-01-23T20:35:36.443907] [INFO ] [main      ] Progress: 64/420 forecasts completed (15.2%). PDYN finished in 0.7s. ETA: 1m 1s. Rate: 352.30 forecasts/min
[2026-01-23T20:35:36.454629] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:36.455889] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2026-01-23T20:35:36.455949] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2026-01-23T20:35:36.455983] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2026-01-23T20:35:36.457002] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-23T20:35:36.457069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:36.461873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:36.463640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:36.464107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:36.464491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:36.465220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:36.516273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:36.580240] [DEBUG] [MAG       ] OSS: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.595898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:36.596665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:36.597847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:36.599623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:36.600734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:36.601438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:36.746213] [DEBUG] [MAG       ] OSS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.771937] [DEBUG] [MAG       ] BUXX: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.779843] [DEBUG] [MAG       ] IMNN: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.814820] [INFO ] [LOCAL     ] OSS: Saved forecast.
[2026-01-23T20:35:36.814895] [INFO ] [main      ] OSS: Signal=1 (Conf=100.0%), Magnitude=-1.21% (Conf=53.0887%)
[2026-01-23T20:35:36.815223] [INFO ] [main      ] Fetching symbol history for PWP...
[2026-01-23T20:35:36.815274] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2026-01-23T20:35:36.815733] [INFO ] [main      ] Progress: 65/420 forecasts completed (15.5%). OSS finished in 0.6s. ETA: 1m 2s. Rate: 346.01 forecasts/min
[2026-01-23T20:35:36.826544] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:36.827407] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2026-01-23T20:35:36.827464] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2026-01-23T20:35:36.827496] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2026-01-23T20:35:36.828292] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:36.828352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:36.829216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:36.831684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:36.832845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:36.943872] [DEBUG] [MAG       ] GEL: Last date is validated at 2026-01-23
[2026-01-23T20:35:36.944209] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:36.954511] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.034070] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-23T20:35:37.034137] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-23T20:35:37.034299] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2026-01-23T20:35:37.034344] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2026-01-23T20:35:37.035662] [INFO ] [main      ] Progress: 66/420 forecasts completed (15.7%). BUXX finished in 0.9s. ETA: 1m 2s. Rate: 344.61 forecasts/min
[2026-01-23T20:35:37.045832] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.046654] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2026-01-23T20:35:37.046708] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2026-01-23T20:35:37.046740] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2026-01-23T20:35:37.047557] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:37.047644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:37.049397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:37.049993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:37.050396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:37.051178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:37.053623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:37.054309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:37.056202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:37.072316] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2026-01-23T20:35:37.072386] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-8.50% (Conf=51.5751%)
[2026-01-23T20:35:37.072557] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-23T20:35:37.072620] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-23T20:35:37.072783] [INFO ] [main      ] Progress: 67/420 forecasts completed (16.0%). IMNN finished in 0.7s. ETA: 1m 1s. Rate: 348.70 forecasts/min
[2026-01-23T20:35:37.075768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:37.077270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:37.079229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:37.088182] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.090132] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-23T20:35:37.090189] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-23T20:35:37.090222] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-23T20:35:37.091059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:37.091123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:37.091951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:37.092565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:37.096028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:37.097554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:37.118303] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.195084] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2026-01-23T20:35:37.195155] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=36.1082%)
[2026-01-23T20:35:37.195325] [INFO ] [main      ] Fetching symbol history for INTZ...
[2026-01-23T20:35:37.195371] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2026-01-23T20:35:37.195900] [INFO ] [main      ] Progress: 68/420 forecasts completed (16.2%). GEL finished in 0.8s. ETA: 1m 0s. Rate: 350.17 forecasts/min
[2026-01-23T20:35:37.207976] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.209634] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2026-01-23T20:35:37.209694] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2026-01-23T20:35:37.209727] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2026-01-23T20:35:37.210759] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:37.210824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:37.216960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:37.218953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:37.219442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:37.258809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:37.263530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:37.264792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:37.278519] [DEBUG] [MAG       ] PWP: Last date is validated at 2026-01-23
[2026-01-23T20:35:37.283619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:37.451545] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.531190] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2026-01-23
[2026-01-23T20:35:37.533536] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2026-01-23T20:35:37.533613] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=50.7922%)
[2026-01-23T20:35:37.537515] [INFO ] [main      ] Progress: 69/420 forecasts completed (16.4%). PWP finished in 0.7s. ETA: 1m 1s. Rate: 345.19 forecasts/min
[2026-01-23T20:35:37.537669] [INFO ] [main      ] Fetching symbol history for ABUS...
[2026-01-23T20:35:37.537721] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2026-01-23T20:35:37.552191] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.553061] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2026-01-23T20:35:37.553116] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2026-01-23T20:35:37.553148] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2026-01-23T20:35:37.553952] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:37.554014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:37.555760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:37.556303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:37.556731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:37.609672] [DEBUG] [MAG       ] AVAL: Last date is validated at 2026-01-23
[2026-01-23T20:35:37.671124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:37.673605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:37.709327] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.724172] [DEBUG] [MAG       ] INTZ: Last date is validated at 2026-01-23
[2026-01-23T20:35:37.782388] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.851424] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2026-01-23T20:35:37.851493] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=46.2004%)
[2026-01-23T20:35:37.851681] [INFO ] [main      ] Fetching symbol history for ASND...
[2026-01-23T20:35:37.851729] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2026-01-23T20:35:37.853501] [INFO ] [main      ] Progress: 70/420 forecasts completed (16.7%). BPYPO finished in 0.8s. ETA: 1m 2s. Rate: 341.21 forecasts/min
[2026-01-23T20:35:37.868973] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.869918] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2026-01-23T20:35:37.869972] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2026-01-23T20:35:37.870005] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2026-01-23T20:35:37.870825] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:37.870887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:37.872673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:37.873413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:37.874122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:37.874555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:37.875681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:37.877278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:37.894896] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:37.900840] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-23T20:35:37.900910] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=32.5049%)
[2026-01-23T20:35:37.901277] [INFO ] [main      ] Fetching symbol history for CMRE...
[2026-01-23T20:35:37.901328] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2026-01-23T20:35:37.901664] [INFO ] [main      ] Progress: 71/420 forecasts completed (16.9%). AVAL finished in 0.8s. ETA: 1m 1s. Rate: 344.73 forecasts/min
[2026-01-23T20:35:37.913426] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.914678] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2026-01-23T20:35:37.914733] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2026-01-23T20:35:37.914765] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2026-01-23T20:35:37.915611] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:37.915675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:37.920480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:37.922982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:37.969717] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2026-01-23T20:35:37.969782] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-4.97% (Conf=39.4929%)
[2026-01-23T20:35:37.969942] [INFO ] [main      ] Fetching symbol history for BYRN...
[2026-01-23T20:35:37.969985] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2026-01-23T20:35:37.971968] [INFO ] [main      ] Progress: 72/420 forecasts completed (17.1%). INTZ finished in 0.8s. ETA: 1m 0s. Rate: 347.61 forecasts/min
[2026-01-23T20:35:37.981155] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:37.981977] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2026-01-23T20:35:37.982034] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2026-01-23T20:35:37.982065] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2026-01-23T20:35:37.982849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:37.982909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:37.987765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:37.989521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:37.990007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:37.992354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:38.019262] [DEBUG] [MAG       ] ABUS: Last date is validated at 2026-01-23
[2026-01-23T20:35:38.031322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:38.033301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:38.041117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.081487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:38.084318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:38.085367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.187645] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:38.226427] [DEBUG] [MAG       ] ASND: Last date is validated at 2026-01-23
[2026-01-23T20:35:38.253441] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2026-01-23T20:35:38.253513] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=54.6981%)
[2026-01-23T20:35:38.253691] [INFO ] [main      ] Fetching symbol history for KURA...
[2026-01-23T20:35:38.253735] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2026-01-23T20:35:38.254877] [INFO ] [main      ] Progress: 73/420 forecasts completed (17.4%). ABUS finished in 0.7s. ETA: 1m 0s. Rate: 344.59 forecasts/min
[2026-01-23T20:35:38.264789] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:38.265789] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2026-01-23T20:35:38.265856] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2026-01-23T20:35:38.265888] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2026-01-23T20:35:38.266742] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:38.266802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:38.269268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:38.271115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.381739] [DEBUG] [MAG       ] BYRN: Last date is validated at 2026-01-23
[2026-01-23T20:35:38.402462] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:38.424278] [DEBUG] [MAG       ] CMRE: Last date is validated at 2026-01-23
[2026-01-23T20:35:38.521532] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2026-01-23T20:35:38.521618] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=54.0567%)
[2026-01-23T20:35:38.521784] [INFO ] [main      ] Fetching symbol history for ADP...
[2026-01-23T20:35:38.521829] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2026-01-23T20:35:38.522933] [INFO ] [main      ] Progress: 74/420 forecasts completed (17.6%). ASND finished in 0.7s. ETA: 1m 1s. Rate: 342.10 forecasts/min
[2026-01-23T20:35:38.534832] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:38.535778] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2026-01-23T20:35:38.535834] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2026-01-23T20:35:38.535866] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2026-01-23T20:35:38.536683] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:38.536747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:38.542160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:38.544029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:38.544535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:38.545360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:38.547958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:38.549867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:38.550168] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:38.552744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:38.553856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:38.555902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.596205] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:38.619434] [DEBUG] [MAG       ] KURA: Last date is validated at 2026-01-23
[2026-01-23T20:35:38.646170] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2026-01-23T20:35:38.646240] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=52.3208%)
[2026-01-23T20:35:38.646407] [INFO ] [main      ] Fetching symbol history for LINE...
[2026-01-23T20:35:38.646450] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2026-01-23T20:35:38.646851] [INFO ] [main      ] Progress: 75/420 forecasts completed (17.9%). BYRN finished in 0.7s. ETA: 1m 0s. Rate: 343.44 forecasts/min
[2026-01-23T20:35:38.658138] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:38.659600] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2026-01-23T20:35:38.659656] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2026-01-23T20:35:38.659688] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2026-01-23T20:35:38.660722] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:38.660781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:38.667186] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2026-01-23T20:35:38.667252] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=49.7533%)
[2026-01-23T20:35:38.667438] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-23T20:35:38.667484] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-23T20:35:38.667766] [INFO ] [main      ] Progress: 76/420 forecasts completed (18.1%). CMRE finished in 0.8s. ETA: 59.4s. Rate: 347.47 forecasts/min
[2026-01-23T20:35:38.679290] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:38.680193] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-23T20:35:38.680251] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-23T20:35:38.680282] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-23T20:35:38.681076] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:38.681137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:38.682885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:38.683398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:38.683825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:38.707883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:38.710757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:38.712567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.793959] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:38.797398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:38.846700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:38.848757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.873193] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2026-01-23T20:35:38.873260] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-6.14% (Conf=54.425%)
[2026-01-23T20:35:38.873431] [INFO ] [main      ] Fetching symbol history for CARS...
[2026-01-23T20:35:38.873479] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2026-01-23T20:35:38.873844] [INFO ] [main      ] Progress: 77/420 forecasts completed (18.3%). KURA finished in 0.6s. ETA: 59.4s. Rate: 346.60 forecasts/min
[2026-01-23T20:35:38.886902] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:38.888010] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2026-01-23T20:35:38.888068] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2026-01-23T20:35:38.888100] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2026-01-23T20:35:38.889138] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:38.889201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:38.890950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:38.891507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:38.907222] [DEBUG] [MAG       ] ADP: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.072156] [DEBUG] [MAG       ] LINE: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.090465] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.197237] [DEBUG] [MAG       ] KDP: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.224305] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2026-01-23T20:35:39.224376] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=56.7338%)
[2026-01-23T20:35:39.224537] [INFO ] [main      ] Fetching symbol history for TDSC...
[2026-01-23T20:35:39.224598] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2026-01-23T20:35:39.224952] [INFO ] [main      ] Progress: 78/420 forecasts completed (18.6%). ADP finished in 0.7s. ETA: 60.0s. Rate: 342.09 forecasts/min
[2026-01-23T20:35:39.236115] [DEBUG] [MAG       ] CARS: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.236401] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.237447] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2026-01-23T20:35:39.237503] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2026-01-23T20:35:39.237535] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2026-01-23T20:35:39.238376] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:39.238439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:39.240258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:39.240813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:39.241219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:39.242242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:39.248394] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.345171] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2026-01-23T20:35:39.345263] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=66.9571%)
[2026-01-23T20:35:39.345491] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-23T20:35:39.345556] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-23T20:35:39.345975] [INFO ] [main      ] Progress: 79/420 forecasts completed (18.8%). LINE finished in 0.7s. ETA: 59.6s. Rate: 343.44 forecasts/min
[2026-01-23T20:35:39.359597] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.360770] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-23T20:35:39.360826] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-23T20:35:39.360858] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-23T20:35:39.361709] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:39.361774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:39.366381] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.367095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:39.369431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:39.370043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:39.370455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:39.371383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:39.373987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:39.374700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:39.408590] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.445755] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-23T20:35:39.445825] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=60.414%)
[2026-01-23T20:35:39.446182] [INFO ] [main      ] Fetching symbol history for MA...
[2026-01-23T20:35:39.446236] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2026-01-23T20:35:39.448026] [INFO ] [main      ] Progress: 80/420 forecasts completed (19.0%). KDP finished in 0.8s. ETA: 59.1s. Rate: 345.23 forecasts/min
[2026-01-23T20:35:39.458902] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.460062] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2026-01-23T20:35:39.460116] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2026-01-23T20:35:39.460147] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2026-01-23T20:35:39.460946] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:39.461005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:39.466112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:39.468955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:39.476677] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2026-01-23T20:35:39.476744] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=47.8687%)
[2026-01-23T20:35:39.476908] [INFO ] [main      ] Fetching symbol history for FRPH...
[2026-01-23T20:35:39.476954] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2026-01-23T20:35:39.478390] [INFO ] [main      ] Progress: 81/420 forecasts completed (19.3%). CARS finished in 0.6s. ETA: 58.3s. Rate: 348.78 forecasts/min
[2026-01-23T20:35:39.489159] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.490429] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2026-01-23T20:35:39.490481] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2026-01-23T20:35:39.490513] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2026-01-23T20:35:39.491511] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:39.491596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:39.492353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:39.493252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:39.496598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:39.600335] [DEBUG] [MAG       ] TDSC: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.723766] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.769251] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.811454] [DEBUG] [MAG       ] MA: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.828435] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2026-01-23T20:35:39.828501] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=46.1844%)
[2026-01-23T20:35:39.828686] [INFO ] [main      ] Fetching symbol history for OBK...
[2026-01-23T20:35:39.828740] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2026-01-23T20:35:39.829868] [INFO ] [main      ] Progress: 82/420 forecasts completed (19.5%). TDSC finished in 0.6s. ETA: 58.9s. Rate: 344.40 forecasts/min
[2026-01-23T20:35:39.835065] [DEBUG] [MAG       ] FRPH: Last date is validated at 2026-01-23
[2026-01-23T20:35:39.840129] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.841233] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2026-01-23T20:35:39.841284] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2026-01-23T20:35:39.841315] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2026-01-23T20:35:39.842108] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:39.842171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:39.846957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:39.848838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:39.849357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:39.849868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:39.850279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:39.851193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:39.853656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:39.855762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:39.895176] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:39.973211] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-23T20:35:39.973277] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=73.6211%)
[2026-01-23T20:35:39.973635] [INFO ] [main      ] Fetching symbol history for LASE...
[2026-01-23T20:35:39.973685] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2026-01-23T20:35:39.973661] [INFO ] [main      ] Progress: 83/420 forecasts completed (19.8%). GPIX finished in 0.6s. ETA: 58.6s. Rate: 345.13 forecasts/min
[2026-01-23T20:35:39.985566] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:39.986448] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2026-01-23T20:35:39.986499] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-23T20:35:39.986531] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2026-01-23T20:35:39.987307] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:39.987395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:39.989835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:39.996236] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.003679] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.028855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.077621] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2026-01-23T20:35:40.077706] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=53.2826%)
[2026-01-23T20:35:40.077882] [INFO ] [main      ] Fetching symbol history for CTRA...
[2026-01-23T20:35:40.077926] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2026-01-23T20:35:40.079721] [INFO ] [main      ] Progress: 84/420 forecasts completed (20.0%). FRPH finished in 0.6s. ETA: 58.1s. Rate: 346.74 forecasts/min
[2026-01-23T20:35:40.090073] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.090985] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2026-01-23T20:35:40.091041] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2026-01-23T20:35:40.091072] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2026-01-23T20:35:40.091957] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:40.092024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:40.097244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:40.099246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:40.099764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:40.100184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:40.101146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:40.101886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:40.106263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:40.107771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:40.108542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.152564] [INFO ] [LOCAL     ] MA: Saved forecast.
[2026-01-23T20:35:40.152656] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=57.4444%)
[2026-01-23T20:35:40.152816] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-23T20:35:40.152860] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-23T20:35:40.154705] [INFO ] [main      ] Progress: 85/420 forecasts completed (20.2%). MA finished in 0.7s. ETA: 57.6s. Rate: 349.07 forecasts/min
[2026-01-23T20:35:40.164083] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.165165] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-23T20:35:40.165217] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-23T20:35:40.165249] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-23T20:35:40.166055] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:40.166115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:40.170924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:40.171753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:40.174050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.209476] [DEBUG] [MAG       ] OBK: Last date is validated at 2026-01-23
[2026-01-23T20:35:40.369615] [DEBUG] [MAG       ] LASE: Last date is validated at 2026-01-23
[2026-01-23T20:35:40.388328] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.466228] [DEBUG] [MAG       ] CTRA: Last date is validated at 2026-01-23
[2026-01-23T20:35:40.479336] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2026-01-23T20:35:40.479409] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=43.6654%)
[2026-01-23T20:35:40.479584] [INFO ] [main      ] Fetching symbol history for WHD...
[2026-01-23T20:35:40.479630] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2026-01-23T20:35:40.480282] [INFO ] [main      ] Progress: 86/420 forecasts completed (20.5%). OBK finished in 0.7s. ETA: 58.0s. Rate: 345.47 forecasts/min
[2026-01-23T20:35:40.491518] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.492738] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2026-01-23T20:35:40.492792] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2026-01-23T20:35:40.492823] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2026-01-23T20:35:40.493665] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:40.493730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:40.498586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:40.501130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:40.503888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:40.505664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:40.506139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:40.507169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:40.508851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:40.509906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:40.510459] [DEBUG] [MAG       ] PHK: Last date is validated at 2026-01-23
[2026-01-23T20:35:40.510558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.537093] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.604285] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2026-01-23T20:35:40.604350] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=24.43% (Conf=59.7292%)
[2026-01-23T20:35:40.604507] [INFO ] [main      ] Fetching symbol history for LQDA...
[2026-01-23T20:35:40.604550] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2026-01-23T20:35:40.605669] [INFO ] [main      ] Progress: 87/420 forecasts completed (20.7%). LASE finished in 0.6s. ETA: 57.6s. Rate: 346.58 forecasts/min
[2026-01-23T20:35:40.616566] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.617508] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2026-01-23T20:35:40.617607] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2026-01-23T20:35:40.617641] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2026-01-23T20:35:40.618403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:40.618462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:40.620921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:40.621745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:40.623744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:40.626095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.650885] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.681424] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:40.729238] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2026-01-23T20:35:40.729311] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=46.8873%)
[2026-01-23T20:35:40.729678] [INFO ] [main      ] Fetching symbol history for TGLS...
[2026-01-23T20:35:40.729728] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2026-01-23T20:35:40.730661] [INFO ] [main      ] Progress: 88/420 forecasts completed (21.0%). CTRA finished in 0.7s. ETA: 57.3s. Rate: 347.68 forecasts/min
[2026-01-23T20:35:40.737531] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-23T20:35:40.737635] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-23T20:35:40.737803] [INFO ] [main      ] Fetching symbol history for DOUG...
[2026-01-23T20:35:40.737847] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2026-01-23T20:35:40.739642] [INFO ] [main      ] Progress: 89/420 forecasts completed (21.2%). PHK finished in 0.6s. ETA: 56.5s. Rate: 351.42 forecasts/min
[2026-01-23T20:35:40.740834] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.741742] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2026-01-23T20:35:40.741801] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2026-01-23T20:35:40.741845] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2026-01-23T20:35:40.742633] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:40.742698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:40.744413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:40.744977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:40.745419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:40.745846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:40.746618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:40.749247] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:40.750002] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2026-01-23T20:35:40.750054] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2026-01-23T20:35:40.750119] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2026-01-23T20:35:40.750924] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:40.750987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:40.756084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:40.757882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:40.758353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:40.758760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:40.761588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:40.762708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.856728] [DEBUG] [MAG       ] WHD: Last date is validated at 2026-01-23
[2026-01-23T20:35:40.860853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:40.941623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:40.944770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:40.966414] [DEBUG] [MAG       ] LQDA: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.030018] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.111417] [DEBUG] [MAG       ] DOUG: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.135946] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.138190] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2026-01-23T20:35:41.138268] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=2.59% (Conf=56.3482%)
[2026-01-23T20:35:41.138702] [INFO ] [main      ] Progress: 90/420 forecasts completed (21.4%). WHD finished in 0.7s. ETA: 57.2s. Rate: 346.28 forecasts/min
[2026-01-23T20:35:41.138878] [INFO ] [main      ] Fetching symbol history for LMBS...
[2026-01-23T20:35:41.138930] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2026-01-23T20:35:41.152751] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.154086] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2026-01-23T20:35:41.154146] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2026-01-23T20:35:41.154177] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2026-01-23T20:35:41.155123] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:41.155186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:41.160078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:41.161952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:41.162451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:41.162863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:41.219953] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2026-01-23T20:35:41.220020] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=56.2886%)
[2026-01-23T20:35:41.220176] [INFO ] [main      ] Fetching symbol history for CECO...
[2026-01-23T20:35:41.220219] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2026-01-23T20:35:41.220872] [INFO ] [main      ] Progress: 91/420 forecasts completed (21.7%). LQDA finished in 0.6s. ETA: 56.7s. Rate: 348.29 forecasts/min
[2026-01-23T20:35:41.233325] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.234413] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2026-01-23T20:35:41.234466] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2026-01-23T20:35:41.234498] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2026-01-23T20:35:41.235305] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:41.235371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:41.240297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:41.242322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:41.242994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:41.243381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:41.245706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:41.246650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:41.247679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:41.285433] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.288113] [DEBUG] [MAG       ] TGLS: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.345267] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2026-01-23T20:35:41.345333] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=42.0612%)
[2026-01-23T20:35:41.345497] [INFO ] [main      ] Fetching symbol history for CADL...
[2026-01-23T20:35:41.345541] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2026-01-23T20:35:41.345881] [INFO ] [main      ] Progress: 92/420 forecasts completed (21.9%). DOUG finished in 0.6s. ETA: 56.3s. Rate: 349.33 forecasts/min
[2026-01-23T20:35:41.357596] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.358624] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2026-01-23T20:35:41.358680] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2026-01-23T20:35:41.358713] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2026-01-23T20:35:41.359492] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:41.359554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:41.361310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:41.361862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:41.364316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:41.365349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:41.382739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:41.463317] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.532274] [DEBUG] [MAG       ] LMBS: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.571135] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2026-01-23T20:35:41.571205] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-2.81% (Conf=53.0028%)
[2026-01-23T20:35:41.571369] [INFO ] [main      ] Fetching symbol history for NATL...
[2026-01-23T20:35:41.571415] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2026-01-23T20:35:41.571888] [INFO ] [main      ] Progress: 93/420 forecasts completed (22.1%). TGLS finished in 0.8s. ETA: 56.4s. Rate: 348.15 forecasts/min
[2026-01-23T20:35:41.583594] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.584828] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2026-01-23T20:35:41.584885] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2026-01-23T20:35:41.584916] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2026-01-23T20:35:41.585773] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:41.585837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:41.586595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:41.589234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:41.590037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:41.592160] [DEBUG] [MAG       ] CECO: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.593393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:41.595264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:41.709070] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.740457] [DEBUG] [MAG       ] CADL: Last date is validated at 2026-01-23
[2026-01-23T20:35:41.763259] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.769130] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2026-01-23T20:35:41.769206] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=46.9091%)
[2026-01-23T20:35:41.769588] [INFO ] [main      ] Fetching symbol history for VTEX...
[2026-01-23T20:35:41.769650] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2026-01-23T20:35:41.770556] [INFO ] [main      ] Progress: 94/420 forecasts completed (22.4%). LMBS finished in 0.6s. ETA: 56.3s. Rate: 347.58 forecasts/min
[2026-01-23T20:35:41.783200] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.784085] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2026-01-23T20:35:41.784153] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-23T20:35:41.784186] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2026-01-23T20:35:41.785168] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:41.785235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:41.790523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:41.792469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:41.793195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:41.793618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:41.863517] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2026-01-23T20:35:41.863603] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=56.334%)
[2026-01-23T20:35:41.863776] [INFO ] [main      ] Fetching symbol history for HPE...
[2026-01-23T20:35:41.863818] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2026-01-23T20:35:41.864821] [INFO ] [main      ] Progress: 95/420 forecasts completed (22.6%). CECO finished in 0.6s. ETA: 55.8s. Rate: 349.25 forecasts/min
[2026-01-23T20:35:41.875542] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:41.876469] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2026-01-23T20:35:41.876526] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2026-01-23T20:35:41.876557] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2026-01-23T20:35:41.877355] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:41.877442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:41.917845] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:41.950814] [DEBUG] [MAG       ] NATL: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.004666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:42.006168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.013143] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2026-01-23T20:35:42.013219] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=55.0055%)
[2026-01-23T20:35:42.013389] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-23T20:35:42.013441] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-23T20:35:42.014681] [INFO ] [main      ] Progress: 96/420 forecasts completed (22.9%). CADL finished in 0.7s. ETA: 55.6s. Rate: 349.72 forecasts/min
[2026-01-23T20:35:42.026077] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.026967] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-23T20:35:42.027019] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-23T20:35:42.027051] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-23T20:35:42.027895] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:42.027958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:42.033362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:42.035423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:42.036004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:42.036440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:42.038992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:42.040804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:42.041902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.123771] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:42.174683] [DEBUG] [MAG       ] VTEX: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.218406] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2026-01-23T20:35:42.218471] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=-3.04% (Conf=57.2769%)
[2026-01-23T20:35:42.218833] [INFO ] [main      ] Fetching symbol history for BJ...
[2026-01-23T20:35:42.218884] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2026-01-23T20:35:42.219667] [INFO ] [main      ] Progress: 97/420 forecasts completed (23.1%). NATL finished in 0.6s. ETA: 55.5s. Rate: 349.02 forecasts/min
[2026-01-23T20:35:42.230248] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.231099] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2026-01-23T20:35:42.231151] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2026-01-23T20:35:42.231182] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2026-01-23T20:35:42.231968] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:42.232028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:42.237041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:42.238422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:42.239494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.367675] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:42.389023] [DEBUG] [MAG       ] MSGS: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.391556] [DEBUG] [MAG       ] HPE: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.437691] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2026-01-23T20:35:42.437789] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=62.9904%)
[2026-01-23T20:35:42.438007] [INFO ] [main      ] Fetching symbol history for BLBD...
[2026-01-23T20:35:42.438067] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2026-01-23T20:35:42.439662] [INFO ] [main      ] Progress: 98/420 forecasts completed (23.3%). VTEX finished in 0.7s. ETA: 55.5s. Rate: 348.02 forecasts/min
[2026-01-23T20:35:42.451886] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.453087] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2026-01-23T20:35:42.453156] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2026-01-23T20:35:42.453195] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2026-01-23T20:35:42.454187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:42.454260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:42.455122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:42.456262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:42.457282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.568463] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:42.569485] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:42.613131] [DEBUG] [MAG       ] BJ: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.650476] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2026-01-23T20:35:42.650560] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=-3.77% (Conf=58.6856%)
[2026-01-23T20:35:42.650746] [INFO ] [main      ] Fetching symbol history for BDN...
[2026-01-23T20:35:42.650793] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2026-01-23T20:35:42.651905] [INFO ] [main      ] Progress: 99/420 forecasts completed (23.6%). HPE finished in 0.8s. ETA: 55.5s. Rate: 347.21 forecasts/min
[2026-01-23T20:35:42.662808] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.663648] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2026-01-23T20:35:42.663704] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2026-01-23T20:35:42.663736] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2026-01-23T20:35:42.664712] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:42.664771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:42.708369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:42.714041] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-23T20:35:42.714125] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=39.2888%)
[2026-01-23T20:35:42.714326] [INFO ] [main      ] Fetching symbol history for KBWY...
[2026-01-23T20:35:42.714382] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2026-01-23T20:35:42.715662] [INFO ] [main      ] Progress: 100/420 forecasts completed (23.8%). MSGS finished in 0.7s. ETA: 54.9s. Rate: 349.42 forecasts/min
[2026-01-23T20:35:42.731865] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.732918] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2026-01-23T20:35:42.733190] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2026-01-23T20:35:42.733240] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2026-01-23T20:35:42.734616] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:42.734693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:42.737751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.759209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:42.760768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:42.761498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:42.807721] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:42.828855] [DEBUG] [MAG       ] BLBD: Last date is validated at 2026-01-23
[2026-01-23T20:35:42.910443] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2026-01-23T20:35:42.910515] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=46.2187%)
[2026-01-23T20:35:42.910875] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-23T20:35:42.910926] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-23T20:35:42.911673] [INFO ] [main      ] Progress: 101/420 forecasts completed (24.0%). BJ finished in 0.7s. ETA: 54.9s. Rate: 348.93 forecasts/min
[2026-01-23T20:35:42.923758] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:42.924992] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-23T20:35:42.925065] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-23T20:35:42.925099] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-23T20:35:42.926109] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:42.926174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:42.971028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:42.972060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:42.976457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.001164] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.100267] [DEBUG] [MAG       ] KBWY: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.102040] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2026-01-23T20:35:43.102108] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=61.0506%)
[2026-01-23T20:35:43.102527] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-23T20:35:43.102598] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-23T20:35:43.102665] [INFO ] [main      ] Progress: 102/420 forecasts completed (24.3%). BLBD finished in 0.7s. ETA: 54.7s. Rate: 348.55 forecasts/min
[2026-01-23T20:35:43.106350] [DEBUG] [MAG       ] BDN: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.115561] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:43.116594] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-23T20:35:43.116658] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-23T20:35:43.116695] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-23T20:35:43.117567] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:43.117646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:43.121746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:43.122269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:43.123078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:43.234172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.266608] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.275833] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.323287] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.323554] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2026-01-23T20:35:43.323639] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=53.2943%)
[2026-01-23T20:35:43.324000] [INFO ] [main      ] Progress: 103/420 forecasts completed (24.5%). KBWY finished in 0.6s. ETA: 54.7s. Rate: 347.59 forecasts/min
[2026-01-23T20:35:43.324178] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-23T20:35:43.324224] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-23T20:35:43.338887] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2026-01-23T20:35:43.338967] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=54.6938%)
[2026-01-23T20:35:43.339136] [INFO ] [main      ] Fetching symbol history for NUVL...
[2026-01-23T20:35:43.339182] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2026-01-23T20:35:43.339858] [INFO ] [main      ] Progress: 104/420 forecasts completed (24.8%). BDN finished in 0.7s. ETA: 54.1s. Rate: 350.65 forecasts/min
[2026-01-23T20:35:43.340216] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:43.341064] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-23T20:35:43.341120] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-23T20:35:43.341150] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-23T20:35:43.341939] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:43.342039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:43.343742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:43.344243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:43.344656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:43.345522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:43.351156] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:43.353082] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2026-01-23T20:35:43.353145] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2026-01-23T20:35:43.353178] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2026-01-23T20:35:43.354052] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:43.354115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:43.355953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:43.356841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:43.357302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:43.357767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:43.359098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:43.393108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.399816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:43.449750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.499241] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.557748] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-23T20:35:43.557824] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=56.4549%)
[2026-01-23T20:35:43.557995] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-23T20:35:43.558040] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-23T20:35:43.558957] [INFO ] [main      ] Progress: 105/420 forecasts completed (25.0%). AGNCL finished in 0.6s. ETA: 54.0s. Rate: 349.71 forecasts/min
[2026-01-23T20:35:43.570438] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:43.572623] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-23T20:35:43.572683] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-23T20:35:43.572715] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-23T20:35:43.573524] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:43.573601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:43.579056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:43.580158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.600846] [DEBUG] [MAG       ] ARES: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.736941] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.770382] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.795154] [DEBUG] [MAG       ] NUVL: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.906786] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-23T20:35:43.906853] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-5.68% (Conf=55.416%)
[2026-01-23T20:35:43.907013] [INFO ] [main      ] Fetching symbol history for KIDS...
[2026-01-23T20:35:43.907056] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2026-01-23T20:35:43.908688] [INFO ] [main      ] Progress: 106/420 forecasts completed (25.2%). ARES finished in 0.8s. ETA: 54.4s. Rate: 346.32 forecasts/min
[2026-01-23T20:35:43.909032] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:43.918954] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:43.919884] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2026-01-23T20:35:43.919940] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2026-01-23T20:35:43.919972] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2026-01-23T20:35:43.920759] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:43.920824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:43.921551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:43.923388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:43.924167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:43.925958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:43.927134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:43.928374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:43.928892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:43.931021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:43.933881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:43.944259] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-23
[2026-01-23T20:35:43.965033] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:44.008802] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-23T20:35:44.009205] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=49.9198%)
[2026-01-23T20:35:44.009536] [INFO ] [main      ] Fetching symbol history for GTES...
[2026-01-23T20:35:44.009603] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2026-01-23T20:35:44.009668] [INFO ] [main      ] Progress: 107/420 forecasts completed (25.5%). ESTA finished in 0.7s. ETA: 54.0s. Rate: 347.68 forecasts/min
[2026-01-23T20:35:44.022662] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.023649] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2026-01-23T20:35:44.023702] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2026-01-23T20:35:44.023808] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2026-01-23T20:35:44.024631] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:44.024690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:44.029710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:44.079244] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2026-01-23T20:35:44.079309] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=56.8748%)
[2026-01-23T20:35:44.079709] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-23T20:35:44.079770] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-23T20:35:44.080700] [INFO ] [main      ] Progress: 108/420 forecasts completed (25.7%). NUVL finished in 0.7s. ETA: 53.5s. Rate: 349.58 forecasts/min
[2026-01-23T20:35:44.090926] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.092024] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-23T20:35:44.092078] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-23T20:35:44.092110] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-23T20:35:44.092890] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-23T20:35:44.092987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:44.097830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:44.099619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:44.100127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:44.100563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:44.100982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:44.101744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:44.102543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:44.105038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:44.110660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:44.118265] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:44.216832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:44.217849] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-23T20:35:44.217925] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=9.44% (Conf=61.5086%)
[2026-01-23T20:35:44.218305] [INFO ] [main      ] Progress: 109/420 forecasts completed (26.0%). ATRO finished in 0.7s. ETA: 53.3s. Rate: 350.22 forecasts/min
[2026-01-23T20:35:44.218431] [INFO ] [main      ] Fetching symbol history for ABG...
[2026-01-23T20:35:44.218473] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2026-01-23T20:35:44.219021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:44.229806] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.230879] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2026-01-23T20:35:44.230938] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2026-01-23T20:35:44.230969] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2026-01-23T20:35:44.231927] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:44.231992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:44.237076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:44.259367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:44.260692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:44.277168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:44.278198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:44.285497] [DEBUG] [MAG       ] KIDS: Last date is validated at 2026-01-23
[2026-01-23T20:35:44.300810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:44.301663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:44.302981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:44.377300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:44.378272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:44.380469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:44.383533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:44.384645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:44.386639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:44.387399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:44.391721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:44.392906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:44.394207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:44.395737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:44.399303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:44.400023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:44.400786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:44.403270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:44.404441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:44.405197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:44.405983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-23T20:35:44.406741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:44.410013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:44.412939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:44.416123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:44.418899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:44.423331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:44.443526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:44.444989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:44.447164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:44.448036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:44.449986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:44.451904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:44.453042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:44.454664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:44.457096] [DEBUG] [MAG       ] GTES: Last date is validated at 2026-01-23
[2026-01-23T20:35:44.460311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:35:44.465398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:44.470481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:44.563647] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:44.630667] [DEBUG] [MAG       ] ABG: Last date is validated at 2026-01-23
[2026-01-23T20:35:44.643251] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:44.716704] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2026-01-23T20:35:44.716784] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=47.8169%)
[2026-01-23T20:35:44.716960] [INFO ] [main      ] Fetching symbol history for NFLX...
[2026-01-23T20:35:44.717004] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2026-01-23T20:35:44.718482] [INFO ] [main      ] Progress: 110/420 forecasts completed (26.2%). GTES finished in 0.7s. ETA: 54.0s. Rate: 344.21 forecasts/min
[2026-01-23T20:35:44.731526] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2026-01-23T20:35:44.731612] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=63.2605%)
[2026-01-23T20:35:44.731786] [INFO ] [main      ] Fetching symbol history for LII...
[2026-01-23T20:35:44.731846] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2026-01-23T20:35:44.733278] [INFO ] [main      ] Progress: 111/420 forecasts completed (26.4%). KIDS finished in 0.8s. ETA: 53.4s. Rate: 347.07 forecasts/min
[2026-01-23T20:35:44.738909] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.742630] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2026-01-23T20:35:44.742702] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2026-01-23T20:35:44.742743] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2026-01-23T20:35:44.743674] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:44.743744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:44.744874] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.746132] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2026-01-23T20:35:44.746187] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2026-01-23T20:35:44.746218] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2026-01-23T20:35:44.747033] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:44.747093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:44.754824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:44.756745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:44.757233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:44.761282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:44.766831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:44.768543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:44.789562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:44.810894] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:44.946598] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2026-01-23T20:35:44.946691] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-3.60% (Conf=65.5309%)
[2026-01-23T20:35:44.947123] [INFO ] [main      ] Fetching symbol history for AFYA...
[2026-01-23T20:35:44.947193] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2026-01-23T20:35:44.948461] [INFO ] [main      ] Progress: 112/420 forecasts completed (26.7%). ABG finished in 0.7s. ETA: 53.4s. Rate: 346.32 forecasts/min
[2026-01-23T20:35:44.965725] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:44.967141] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2026-01-23T20:35:44.967212] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2026-01-23T20:35:44.967255] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2026-01-23T20:35:44.968223] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:35:45.039137] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.151286] [DEBUG] [MAG       ] NFLX: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.152019] [DEBUG] [MAG       ] LII: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.206662] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:45.318870] [DEBUG] [MAG       ] AFYA: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.327745] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:45.355309] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:45.438270] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2026-01-23T20:35:45.438338] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=70.1827%)
[2026-01-23T20:35:45.438500] [INFO ] [main      ] Fetching symbol history for QVAL...
[2026-01-23T20:35:45.438543] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2026-01-23T20:35:45.438874] [INFO ] [main      ] Progress: 113/420 forecasts completed (26.9%). NFLX finished in 0.7s. ETA: 54.0s. Rate: 340.80 forecasts/min
[2026-01-23T20:35:45.453549] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:45.454749] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2026-01-23T20:35:45.454802] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2026-01-23T20:35:45.454834] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2026-01-23T20:35:45.455649] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:45.455709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:45.461380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:45.463258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:45.463772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:45.464518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:45.468778] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-23T20:35:45.468849] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=14.406%)
[2026-01-23T20:35:45.469197] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-23T20:35:45.469249] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-23T20:35:45.469637] [INFO ] [main      ] Progress: 114/420 forecasts completed (27.1%). TBIL finished in 1.4s. ETA: 53.5s. Rate: 343.28 forecasts/min
[2026-01-23T20:35:45.481051] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:45.481930] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-23T20:35:45.481988] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-23T20:35:45.484927] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-23T20:35:45.485881] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:45.485946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:45.490971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:45.492896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:45.493406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:45.494204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:45.494378] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:45.494953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:45.496511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:45.500316] [INFO ] [LOCAL     ] LII: Saved forecast.
[2026-01-23T20:35:45.500381] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=52.7203%)
[2026-01-23T20:35:45.500547] [INFO ] [main      ] Fetching symbol history for AES...
[2026-01-23T20:35:45.500799] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2026-01-23T20:35:45.502651] [INFO ] [main      ] Progress: 115/420 forecasts completed (27.4%). LII finished in 0.8s. ETA: 52.9s. Rate: 345.72 forecasts/min
[2026-01-23T20:35:45.515186] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:45.515989] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2026-01-23T20:35:45.516048] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2026-01-23T20:35:45.516079] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2026-01-23T20:35:45.516881] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:45.516941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:45.518937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:45.555991] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2026-01-23T20:35:45.556060] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=44.9433%)
[2026-01-23T20:35:45.556222] [INFO ] [main      ] Fetching symbol history for LINC...
[2026-01-23T20:35:45.556265] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2026-01-23T20:35:45.556966] [INFO ] [main      ] Progress: 116/420 forecasts completed (27.6%). AFYA finished in 0.6s. ETA: 52.4s. Rate: 347.78 forecasts/min
[2026-01-23T20:35:45.567200] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:45.568031] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2026-01-23T20:35:45.568085] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2026-01-23T20:35:45.568116] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2026-01-23T20:35:45.568905] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:45.568966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:45.573725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:45.575472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:45.575989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:45.576381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:45.578727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:45.580528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:45.581218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:45.581923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:45.813736] [DEBUG] [MAG       ] QVAL: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.841672] [DEBUG] [MAG       ] WKSP: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.859452] [DEBUG] [MAG       ] AES: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.959249] [DEBUG] [MAG       ] LINC: Last date is validated at 2026-01-23
[2026-01-23T20:35:45.985077] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.014499] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.043751] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.058689] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2026-01-23T20:35:46.058756] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=53.9553%)
[2026-01-23T20:35:46.059301] [INFO ] [main      ] Fetching symbol history for GECC...
[2026-01-23T20:35:46.059353] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2026-01-23T20:35:46.059653] [INFO ] [main      ] Progress: 117/420 forecasts completed (27.9%). QVAL finished in 0.6s. ETA: 53.1s. Rate: 342.18 forecasts/min
[2026-01-23T20:35:46.071338] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.072556] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2026-01-23T20:35:46.072633] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2026-01-23T20:35:46.072668] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2026-01-23T20:35:46.073490] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:46.073555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:46.075367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:46.075943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:46.076428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:46.076911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:46.078001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:46.080990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:46.082172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:46.083907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.087389] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-23T20:35:46.087450] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-11.84% (Conf=55.7376%)
[2026-01-23T20:35:46.087628] [INFO ] [main      ] Fetching symbol history for ACRS...
[2026-01-23T20:35:46.087673] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2026-01-23T20:35:46.088480] [INFO ] [main      ] Progress: 118/420 forecasts completed (28.1%). WKSP finished in 0.6s. ETA: 52.6s. Rate: 344.62 forecasts/min
[2026-01-23T20:35:46.099276] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.100221] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2026-01-23T20:35:46.100275] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2026-01-23T20:35:46.100305] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2026-01-23T20:35:46.101150] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:46.101213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:46.106433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:46.108330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:46.108845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:46.109243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:46.111916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:46.112532] [INFO ] [LOCAL     ] AES: Saved forecast.
[2026-01-23T20:35:46.112616] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=55.6418%)
[2026-01-23T20:35:46.112772] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-23T20:35:46.112815] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-23T20:35:46.115455] [INFO ] [main      ] Progress: 119/420 forecasts completed (28.3%). AES finished in 0.6s. ETA: 52.0s. Rate: 347.09 forecasts/min
[2026-01-23T20:35:46.117218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.124599] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.126930] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-23T20:35:46.126988] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-23T20:35:46.127019] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-23T20:35:46.127885] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:46.127954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:46.129405] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.132822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:46.147666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.212223] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2026-01-23T20:35:46.212294] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=42.4983%)
[2026-01-23T20:35:46.212459] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-23T20:35:46.212502] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-23T20:35:46.213303] [INFO ] [main      ] Progress: 120/420 forecasts completed (28.6%). LINC finished in 0.7s. ETA: 51.7s. Rate: 348.35 forecasts/min
[2026-01-23T20:35:46.224027] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.224974] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-23T20:35:46.225037] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-23T20:35:46.225072] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-23T20:35:46.225957] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:46.226022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:46.227893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:46.228428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:46.228852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:46.229905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:46.231277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.435355] [DEBUG] [MAG       ] GECC: Last date is validated at 2026-01-23
[2026-01-23T20:35:46.458847] [DEBUG] [MAG       ] ACRS: Last date is validated at 2026-01-23
[2026-01-23T20:35:46.491135] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-23
[2026-01-23T20:35:46.589005] [DEBUG] [MAG       ] ALGN: Last date is validated at 2026-01-23
[2026-01-23T20:35:46.610153] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.627683] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.668660] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.677561] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2026-01-23T20:35:46.677647] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=58.3957%)
[2026-01-23T20:35:46.677815] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-23T20:35:46.677860] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-23T20:35:46.681021] [INFO ] [main      ] Progress: 121/420 forecasts completed (28.8%). GECC finished in 0.6s. ETA: 52.2s. Rate: 343.48 forecasts/min
[2026-01-23T20:35:46.692743] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.693706] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-23T20:35:46.693763] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-23T20:35:46.693796] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-23T20:35:46.694561] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:46.694645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:46.696661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:46.697212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:46.697664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:46.698417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:46.698625] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2026-01-23T20:35:46.698695] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=48.6532%)
[2026-01-23T20:35:46.698870] [INFO ] [main      ] Fetching symbol history for DGICA...
[2026-01-23T20:35:46.698919] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2026-01-23T20:35:46.699152] [INFO ] [main      ] Progress: 122/420 forecasts completed (29.0%). ACRS finished in 0.6s. ETA: 51.7s. Rate: 346.02 forecasts/min
[2026-01-23T20:35:46.700413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:46.710499] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.711640] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2026-01-23T20:35:46.711692] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2026-01-23T20:35:46.711723] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2026-01-23T20:35:46.712677] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:46.712737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:46.717552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:46.718787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.765154] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:46.782138] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-23T20:35:46.782217] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-7.96% (Conf=53.6793%)
[2026-01-23T20:35:46.782474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:46.782570] [INFO ] [main      ] Progress: 123/420 forecasts completed (29.3%). TRNS finished in 0.7s. ETA: 51.3s. Rate: 347.49 forecasts/min
[2026-01-23T20:35:46.782720] [INFO ] [main      ] Fetching symbol history for ENTX...
[2026-01-23T20:35:46.782763] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2026-01-23T20:35:46.784257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:46.785075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.794564] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.795713] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2026-01-23T20:35:46.795767] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2026-01-23T20:35:46.795800] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2026-01-23T20:35:46.796616] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:46.796675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:46.799235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:46.892974] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-23T20:35:46.893238] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=59.5514%)
[2026-01-23T20:35:46.893604] [INFO ] [main      ] Fetching symbol history for LHX...
[2026-01-23T20:35:46.893656] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2026-01-23T20:35:46.894756] [INFO ] [main      ] Progress: 124/420 forecasts completed (29.5%). ALGN finished in 0.7s. ETA: 51.0s. Rate: 348.47 forecasts/min
[2026-01-23T20:35:46.907220] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:46.908192] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2026-01-23T20:35:46.908244] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2026-01-23T20:35:46.908297] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2026-01-23T20:35:46.909268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:46.909329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:46.910093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:46.911322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:46.912016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:46.912724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:46.913899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.070550] [DEBUG] [MAG       ] DGICA: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.140866] [DEBUG] [MAG       ] CAAP: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.166749] [DEBUG] [MAG       ] ENTX: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.239083] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.267978] [DEBUG] [MAG       ] LHX: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.303456] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2026-01-23T20:35:47.303523] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=52.6418%)
[2026-01-23T20:35:47.303870] [INFO ] [main      ] Progress: 125/420 forecasts completed (29.8%). DGICA finished in 0.6s. ETA: 51.4s. Rate: 344.68 forecasts/min
[2026-01-23T20:35:47.303990] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-23T20:35:47.304034] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-23T20:35:47.317520] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:47.318507] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-23T20:35:47.318475] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.318564] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-23T20:35:47.318615] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-23T20:35:47.319388] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:47.319449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:47.324265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:47.326046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:47.326532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:47.327003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:47.327421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:47.328504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:47.330540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:35:47.331935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.366255] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.395401] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-23T20:35:47.395470] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=49.0309%)
[2026-01-23T20:35:47.395652] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-23T20:35:47.395699] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-23T20:35:47.396845] [INFO ] [main      ] Progress: 126/420 forecasts completed (30.0%). CAAP finished in 0.7s. ETA: 51.0s. Rate: 345.95 forecasts/min
[2026-01-23T20:35:47.409094] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:47.410323] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-23T20:35:47.410385] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-23T20:35:47.410418] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-23T20:35:47.411626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:47.411686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:47.412760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:47.414012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:47.415974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:47.416665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.429393] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2026-01-23T20:35:47.429481] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=61.1758%)
[2026-01-23T20:35:47.429702] [INFO ] [main      ] Fetching symbol history for TEX...
[2026-01-23T20:35:47.429763] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2026-01-23T20:35:47.430005] [INFO ] [main      ] Progress: 127/420 forecasts completed (30.2%). ENTX finished in 0.6s. ETA: 50.5s. Rate: 348.17 forecasts/min
[2026-01-23T20:35:47.447080] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:47.448204] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2026-01-23T20:35:47.448259] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2026-01-23T20:35:47.448291] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2026-01-23T20:35:47.449100] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:47.449161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:47.454715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:47.456960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:47.457476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:47.457949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:47.457983] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.459408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.604771] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2026-01-23T20:35:47.604843] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=57.9642%)
[2026-01-23T20:35:47.605000] [INFO ] [main      ] Fetching symbol history for WULF...
[2026-01-23T20:35:47.605043] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2026-01-23T20:35:47.605844] [INFO ] [main      ] Progress: 128/420 forecasts completed (30.5%). LHX finished in 0.7s. ETA: 50.3s. Rate: 348.12 forecasts/min
[2026-01-23T20:35:47.624183] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:47.625097] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2026-01-23T20:35:47.625153] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2026-01-23T20:35:47.625184] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2026-01-23T20:35:47.626051] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:47.626116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:47.631209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:47.633079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:47.633607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:47.634020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:47.683537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:47.685009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:47.689384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.692670] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.806771] [DEBUG] [MAG       ] SRAD: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.810954] [DEBUG] [MAG       ] TEX: Last date is validated at 2026-01-23
[2026-01-23T20:35:47.864027] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.924608] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-23T20:35:47.924682] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-23T20:35:47.925021] [INFO ] [main      ] Progress: 129/420 forecasts completed (30.7%). BSJS finished in 0.6s. ETA: 50.5s. Rate: 345.83 forecasts/min
[2026-01-23T20:35:47.925144] [INFO ] [main      ] Fetching symbol history for BIVI...
[2026-01-23T20:35:47.925186] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2026-01-23T20:35:47.937612] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:47.938631] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2026-01-23T20:35:47.938686] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2026-01-23T20:35:47.938717] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2026-01-23T20:35:47.939544] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:47.939625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:47.944777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:47.946619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:47.947128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:47.947617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:47.948051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:47.982449] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:47.990090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:47.991014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:47.992033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:47.992452] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:48.073441] [DEBUG] [MAG       ] WULF: Last date is validated at 2026-01-23
[2026-01-23T20:35:48.074438] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-23T20:35:48.074512] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=45.4979%)
[2026-01-23T20:35:48.074701] [INFO ] [main      ] Fetching symbol history for IESC...
[2026-01-23T20:35:48.074746] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2026-01-23T20:35:48.075907] [INFO ] [main      ] Progress: 130/420 forecasts completed (31.0%). SRAD finished in 0.7s. ETA: 50.3s. Rate: 346.18 forecasts/min
[2026-01-23T20:35:48.084312] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2026-01-23T20:35:48.084383] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-3.01% (Conf=38.0518%)
[2026-01-23T20:35:48.084806] [INFO ] [main      ] Fetching symbol history for BLFY...
[2026-01-23T20:35:48.084875] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2026-01-23T20:35:48.085180] [INFO ] [main      ] Progress: 131/420 forecasts completed (31.2%). TEX finished in 0.7s. ETA: 49.7s. Rate: 348.70 forecasts/min
[2026-01-23T20:35:48.088710] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.089610] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2026-01-23T20:35:48.089665] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-23T20:35:48.089708] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2026-01-23T20:35:48.090673] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:48.090737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:48.093210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:48.094483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:48.097325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:48.098232] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.099139] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2026-01-23T20:35:48.099197] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2026-01-23T20:35:48.099231] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2026-01-23T20:35:48.100117] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:48.100181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:48.102070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:48.102646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:48.103077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:48.105184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:48.106900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:48.268532] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:48.349525] [DEBUG] [MAG       ] BIVI: Last date is validated at 2026-01-23
[2026-01-23T20:35:48.352857] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2026-01-23T20:35:48.352931] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=12.43% (Conf=57.6498%)
[2026-01-23T20:35:48.353112] [INFO ] [main      ] Fetching symbol history for PLTK...
[2026-01-23T20:35:48.353159] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2026-01-23T20:35:48.354675] [INFO ] [main      ] Progress: 132/420 forecasts completed (31.4%). WULF finished in 0.7s. ETA: 49.8s. Rate: 347.21 forecasts/min
[2026-01-23T20:35:48.366047] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.367418] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2026-01-23T20:35:48.367479] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2026-01-23T20:35:48.367512] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2026-01-23T20:35:48.368363] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:48.368430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:48.374290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:48.376238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:48.376764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:48.377716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:48.469613] [DEBUG] [MAG       ] BLFY: Last date is validated at 2026-01-23
[2026-01-23T20:35:48.484675] [DEBUG] [MAG       ] IESC: Last date is validated at 2026-01-23
[2026-01-23T20:35:48.530382] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:48.535877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:48.537460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:48.618376] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2026-01-23T20:35:48.618441] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=22.28% (Conf=26.6091%)
[2026-01-23T20:35:48.618625] [INFO ] [main      ] Fetching symbol history for CHCI...
[2026-01-23T20:35:48.618670] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2026-01-23T20:35:48.619694] [INFO ] [main      ] Progress: 133/420 forecasts completed (31.7%). BIVI finished in 0.7s. ETA: 49.8s. Rate: 345.82 forecasts/min
[2026-01-23T20:35:48.629489] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.631094] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2026-01-23T20:35:48.631147] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2026-01-23T20:35:48.631179] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2026-01-23T20:35:48.632043] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:48.632106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:48.637017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:48.638833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:48.639316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:48.639732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:48.640604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:48.642987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:48.643523] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:48.644208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:48.644905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:48.656736] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:48.715123] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2026-01-23T20:35:48.715188] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=43.4827%)
[2026-01-23T20:35:48.715522] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-23T20:35:48.715585] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-23T20:35:48.715583] [INFO ] [main      ] Progress: 134/420 forecasts completed (31.9%). BLFY finished in 0.6s. ETA: 49.5s. Rate: 346.98 forecasts/min
[2026-01-23T20:35:48.727266] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.728365] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-23T20:35:48.728428] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-23T20:35:48.728459] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-23T20:35:48.729333] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:35:48.802714] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2026-01-23T20:35:48.802781] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=54.6362%)
[2026-01-23T20:35:48.802947] [INFO ] [main      ] Fetching symbol history for DCTH...
[2026-01-23T20:35:48.802991] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2026-01-23T20:35:48.804456] [INFO ] [main      ] Progress: 135/420 forecasts completed (32.1%). IESC finished in 0.7s. ETA: 49.1s. Rate: 348.23 forecasts/min
[2026-01-23T20:35:48.816303] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:48.817291] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2026-01-23T20:35:48.817343] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2026-01-23T20:35:48.817405] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2026-01-23T20:35:48.818245] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:48.818624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:48.823552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:48.824426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:48.826275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:48.914775] [DEBUG] [MAG       ] PLTK: Last date is validated at 2026-01-23
[2026-01-23T20:35:48.994642] [DEBUG] [MAG       ] CHCI: Last date is validated at 2026-01-23
[2026-01-23T20:35:49.073847] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-23
[2026-01-23T20:35:49.105375] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:49.172209] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:49.174664] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2026-01-23T20:35:49.174739] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=56.6456%)
[2026-01-23T20:35:49.174913] [INFO ] [main      ] Fetching symbol history for PFG...
[2026-01-23T20:35:49.174958] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2026-01-23T20:35:49.176692] [INFO ] [main      ] Progress: 136/420 forecasts completed (32.4%). PLTK finished in 0.8s. ETA: 49.4s. Rate: 345.29 forecasts/min
[2026-01-23T20:35:49.187034] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:49.188333] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2026-01-23T20:35:49.188387] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2026-01-23T20:35:49.188420] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2026-01-23T20:35:49.189387] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:49.189468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:49.194820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:49.197095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:49.197790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:49.212637] [DEBUG] [MAG       ] DCTH: Last date is validated at 2026-01-23
[2026-01-23T20:35:49.279094] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2026-01-23T20:35:49.279202] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-3.66% (Conf=49.6462%)
[2026-01-23T20:35:49.279718] [INFO ] [main      ] Fetching symbol history for AMBP...
[2026-01-23T20:35:49.279788] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2026-01-23T20:35:49.280681] [INFO ] [main      ] Progress: 137/420 forecasts completed (32.6%). CHCI finished in 0.7s. ETA: 49.0s. Rate: 346.30 forecasts/min
[2026-01-23T20:35:49.297973] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:49.299443] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2026-01-23T20:35:49.299514] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2026-01-23T20:35:49.299559] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2026-01-23T20:35:49.300785] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:49.300861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:49.302334] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:49.303445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:49.304245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:49.305397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:49.306607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:49.307937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:49.483223] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:49.487819] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-23T20:35:49.487911] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=50.4091%)
[2026-01-23T20:35:49.488116] [INFO ] [main      ] Fetching symbol history for CDE...
[2026-01-23T20:35:49.488164] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2026-01-23T20:35:49.489685] [INFO ] [main      ] Progress: 138/420 forecasts completed (32.9%). AAPL finished in 0.8s. ETA: 48.9s. Rate: 345.79 forecasts/min
[2026-01-23T20:35:49.503559] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:49.504859] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2026-01-23T20:35:49.504931] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2026-01-23T20:35:49.504970] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2026-01-23T20:35:49.506221] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:49.506307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:49.515840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:49.518531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:49.519260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:49.519872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:49.521008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:49.525771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:49.581718] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2026-01-23T20:35:49.581819] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=46.5563%)
[2026-01-23T20:35:49.582057] [INFO ] [main      ] Fetching symbol history for TRIN...
[2026-01-23T20:35:49.582124] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2026-01-23T20:35:49.583166] [INFO ] [main      ] Progress: 139/420 forecasts completed (33.1%). DCTH finished in 0.8s. ETA: 48.6s. Rate: 346.94 forecasts/min
[2026-01-23T20:35:49.601675] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:49.606294] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2026-01-23T20:35:49.606431] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2026-01-23T20:35:49.606487] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2026-01-23T20:35:49.608134] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:49.608223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:49.610966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:49.611740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:49.612349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:49.694654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:49.723148] [DEBUG] [MAG       ] PFG: Last date is validated at 2026-01-23
[2026-01-23T20:35:49.873988] [DEBUG] [MAG       ] AMBP: Last date is validated at 2026-01-23
[2026-01-23T20:35:49.990673] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.036899] [DEBUG] [MAG       ] CDE: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.121148] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2026-01-23T20:35:50.121248] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=57.6295%)
[2026-01-23T20:35:50.121484] [INFO ] [main      ] Fetching symbol history for SHLS...
[2026-01-23T20:35:50.121549] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2026-01-23T20:35:50.122190] [INFO ] [main      ] Progress: 140/420 forecasts completed (33.3%). PFG finished in 0.9s. ETA: 49.2s. Rate: 341.77 forecasts/min
[2026-01-23T20:35:50.128139] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.138234] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:50.139429] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2026-01-23T20:35:50.139498] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2026-01-23T20:35:50.139535] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2026-01-23T20:35:50.140686] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:50.140769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:50.192485] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2026-01-23T20:35:50.192559] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=53.1095%)
[2026-01-23T20:35:50.192962] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-23T20:35:50.193014] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-23T20:35:50.193666] [INFO ] [main      ] Progress: 141/420 forecasts completed (33.6%). AMBP finished in 0.9s. ETA: 48.8s. Rate: 343.21 forecasts/min
[2026-01-23T20:35:50.205815] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:50.207079] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-23T20:35:50.207143] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-23T20:35:50.207178] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-23T20:35:50.208179] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:50.208255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:50.210171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:50.210760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:50.211176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:50.215803] [DEBUG] [MAG       ] TRIN: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.218551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:50.220156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:50.221117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:50.224895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:50.225704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:50.226408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:50.227606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:50.231038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:50.235905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:50.237305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:50.282142] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.361827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:50.388467] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2026-01-23T20:35:50.388542] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=48.4988%)
[2026-01-23T20:35:50.388729] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-23T20:35:50.388776] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-23T20:35:50.390149] [INFO ] [main      ] Progress: 142/420 forecasts completed (33.8%). CDE finished in 0.9s. ETA: 48.6s. Rate: 342.91 forecasts/min
[2026-01-23T20:35:50.401343] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:50.402548] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-23T20:35:50.402639] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-23T20:35:50.402677] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-23T20:35:50.403824] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:50.403902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:50.404875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:50.420201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:50.421809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:50.422664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:50.427530] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.489482] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2026-01-23T20:35:50.489555] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=63.1627%)
[2026-01-23T20:35:50.489738] [INFO ] [main      ] Fetching symbol history for SNTI...
[2026-01-23T20:35:50.489783] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2026-01-23T20:35:50.490814] [INFO ] [main      ] Progress: 143/420 forecasts completed (34.0%). TRIN finished in 0.9s. ETA: 48.3s. Rate: 343.94 forecasts/min
[2026-01-23T20:35:50.501728] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:50.502863] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2026-01-23T20:35:50.504660] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2026-01-23T20:35:50.504701] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2026-01-23T20:35:50.505662] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:50.505726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:50.508432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:50.508989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:50.509392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:50.511061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:50.606466] [DEBUG] [MAG       ] SHLS: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.752233] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.779556] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.817048] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.861758] [DEBUG] [MAG       ] SNTI: Last date is validated at 2026-01-23
[2026-01-23T20:35:50.908926] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2026-01-23T20:35:50.908998] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-8.65% (Conf=54.2765%)
[2026-01-23T20:35:50.909165] [INFO ] [main      ] Fetching symbol history for MATX...
[2026-01-23T20:35:50.909211] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2026-01-23T20:35:50.909887] [INFO ] [main      ] Progress: 144/420 forecasts completed (34.3%). SHLS finished in 0.8s. ETA: 48.6s. Rate: 340.62 forecasts/min
[2026-01-23T20:35:50.922726] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:50.923723] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2026-01-23T20:35:50.923780] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2026-01-23T20:35:50.923813] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2026-01-23T20:35:50.924779] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:50.924839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:50.929037] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:50.930875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:50.932986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:50.963763] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.001125] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-23T20:35:51.001191] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=55.5928%)
[2026-01-23T20:35:51.001348] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-23T20:35:51.001391] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-23T20:35:51.001908] [INFO ] [main      ] Progress: 145/420 forecasts completed (34.5%). AIPI finished in 0.6s. ETA: 48.3s. Rate: 341.74 forecasts/min
[2026-01-23T20:35:51.014893] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.015827] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-23T20:35:51.015887] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-23T20:35:51.015920] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-23T20:35:51.016746] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:51.016811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:51.021758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:51.022529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:51.024329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:51.024834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:51.025970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:51.028040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:51.030837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.034051] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-23T20:35:51.034122] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=5.14% (Conf=67.6387%)
[2026-01-23T20:35:51.034483] [INFO ] [main      ] Fetching symbol history for COLL...
[2026-01-23T20:35:51.034535] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2026-01-23T20:35:51.034661] [INFO ] [main      ] Progress: 146/420 forecasts completed (34.8%). ALZN finished in 0.8s. ETA: 47.8s. Rate: 343.66 forecasts/min
[2026-01-23T20:35:51.044995] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.046205] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.047387] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2026-01-23T20:35:51.047441] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2026-01-23T20:35:51.047474] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2026-01-23T20:35:51.048301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:51.048365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:51.053286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:51.054173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:51.054884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:51.056053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:51.057229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.130031] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2026-01-23T20:35:51.130109] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=40.8632%)
[2026-01-23T20:35:51.130436] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-23T20:35:51.130486] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-23T20:35:51.131332] [INFO ] [main      ] Progress: 147/420 forecasts completed (35.0%). SNTI finished in 0.6s. ETA: 47.5s. Rate: 344.71 forecasts/min
[2026-01-23T20:35:51.142931] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.144069] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-23T20:35:51.144126] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-23T20:35:51.144160] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-23T20:35:51.145426] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:51.145489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:51.151242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:51.152251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:51.152987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:51.154180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.303225] [DEBUG] [MAG       ] MATX: Last date is validated at 2026-01-23
[2026-01-23T20:35:51.386319] [DEBUG] [MAG       ] VSTS: Last date is validated at 2026-01-23
[2026-01-23T20:35:51.403901] [DEBUG] [MAG       ] COLL: Last date is validated at 2026-01-23
[2026-01-23T20:35:51.477942] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.507171] [DEBUG] [MAG       ] OXM: Last date is validated at 2026-01-23
[2026-01-23T20:35:51.561264] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.579488] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.609787] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2026-01-23T20:35:51.609853] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=57.9484%)
[2026-01-23T20:35:51.610016] [INFO ] [main      ] Fetching symbol history for MBC...
[2026-01-23T20:35:51.610058] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2026-01-23T20:35:51.610978] [INFO ] [main      ] Progress: 148/420 forecasts completed (35.2%). MATX finished in 0.7s. ETA: 47.9s. Rate: 340.66 forecasts/min
[2026-01-23T20:35:51.621402] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.622479] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2026-01-23T20:35:51.622531] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2026-01-23T20:35:51.622562] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2026-01-23T20:35:51.623349] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:51.623407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:51.624144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:35:51.629729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.645338] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-23T20:35:51.645408] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=54.9689%)
[2026-01-23T20:35:51.645589] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-23T20:35:51.645636] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-23T20:35:51.645987] [INFO ] [main      ] Progress: 149/420 forecasts completed (35.5%). VSTS finished in 0.6s. ETA: 47.5s. Rate: 342.51 forecasts/min
[2026-01-23T20:35:51.659597] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.660653] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-23T20:35:51.660724] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-23T20:35:51.660758] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-23T20:35:51.661618] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:51.661681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:51.666944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:51.667848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:51.668862] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2026-01-23T20:35:51.668929] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=57.4254%)
[2026-01-23T20:35:51.669090] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-23T20:35:51.669088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:51.669135] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-23T20:35:51.669773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.670001] [INFO ] [main      ] Progress: 150/420 forecasts completed (35.7%). COLL finished in 0.6s. ETA: 47.0s. Rate: 344.49 forecasts/min
[2026-01-23T20:35:51.681240] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.682295] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-23T20:35:51.682351] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-23T20:35:51.682384] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-23T20:35:51.683225] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:51.683289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:51.688396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:51.689233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:51.693940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:51.695451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:51.696622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.701512] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:51.824435] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-23T20:35:51.824502] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=49.0998%)
[2026-01-23T20:35:51.824866] [INFO ] [main      ] Progress: 151/420 forecasts completed (36.0%). OXM finished in 0.7s. ETA: 46.8s. Rate: 344.74 forecasts/min
[2026-01-23T20:35:51.824991] [INFO ] [main      ] Fetching symbol history for BCAL...
[2026-01-23T20:35:51.825034] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2026-01-23T20:35:51.836766] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:51.838116] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2026-01-23T20:35:51.838171] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2026-01-23T20:35:51.838202] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2026-01-23T20:35:51.839054] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:51.839117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:51.840847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:51.841385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:51.954379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:51.958005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:51.960460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:51.975587] [DEBUG] [MAG       ] MBC: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.024683] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.052684] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.150671] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.210849] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.220273] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2026-01-23T20:35:52.220346] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-4.14% (Conf=59.3782%)
[2026-01-23T20:35:52.220514] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-23T20:35:52.220558] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-23T20:35:52.220887] [INFO ] [main      ] Progress: 152/420 forecasts completed (36.2%). MBC finished in 0.6s. ETA: 47.0s. Rate: 341.87 forecasts/min
[2026-01-23T20:35:52.222966] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.233300] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.234410] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-23T20:35:52.234463] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-23T20:35:52.234493] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-23T20:35:52.235350] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:52.235412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:52.292990] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-23T20:35:52.293058] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=5.75% (Conf=47.277%)
[2026-01-23T20:35:52.293227] [INFO ] [main      ] Fetching symbol history for CTAS...
[2026-01-23T20:35:52.293275] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2026-01-23T20:35:52.293968] [INFO ] [main      ] Progress: 153/420 forecasts completed (36.4%). PD finished in 0.6s. ETA: 46.7s. Rate: 343.18 forecasts/min
[2026-01-23T20:35:52.305206] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-23T20:35:52.305283] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=51.2772%)
[2026-01-23T20:35:52.305518] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.305666] [INFO ] [main      ] Fetching symbol history for GLPG...
[2026-01-23T20:35:52.305717] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2026-01-23T20:35:52.306482] [INFO ] [main      ] Progress: 154/420 forecasts completed (36.7%). PNQI finished in 0.6s. ETA: 46.2s. Rate: 345.26 forecasts/min
[2026-01-23T20:35:52.306643] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2026-01-23T20:35:52.306698] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2026-01-23T20:35:52.306731] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2026-01-23T20:35:52.307670] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:52.307736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:52.311774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:52.313462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:52.313940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:52.315114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:52.316009] [DEBUG] [MAG       ] BCAL: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.317075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:52.318070] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.319391] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2026-01-23T20:35:52.319444] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2026-01-23T20:35:52.319476] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2026-01-23T20:35:52.320176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:52.320287] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:52.320351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:52.324514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:52.325358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:52.325696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:52.327524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:52.328043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:52.328495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:52.328923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:52.330259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:52.360423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:52.362759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:52.363509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:52.383327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:52.482420] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.549438] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2026-01-23T20:35:52.549503] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=61.8303%)
[2026-01-23T20:35:52.549676] [INFO ] [main      ] Fetching symbol history for JKS...
[2026-01-23T20:35:52.549721] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2026-01-23T20:35:52.550792] [INFO ] [main      ] Progress: 155/420 forecasts completed (36.9%). BCAL finished in 0.7s. ETA: 46.2s. Rate: 344.36 forecasts/min
[2026-01-23T20:35:52.561285] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.562475] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2026-01-23T20:35:52.562530] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-23T20:35:52.562562] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2026-01-23T20:35:52.563364] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:52.563432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:52.568218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:52.569194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:52.572244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:52.574959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:52.576563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:52.578203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:52.677108] [DEBUG] [MAG       ] GLPG: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.689872] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.765734] [DEBUG] [MAG       ] CTAS: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.850131] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.860680] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.921849] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-23T20:35:52.921917] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=69.7114%)
[2026-01-23T20:35:52.922078] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-23T20:35:52.922122] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-23T20:35:52.923177] [INFO ] [main      ] Progress: 156/420 forecasts completed (37.1%). BEPI finished in 0.7s. ETA: 46.3s. Rate: 341.87 forecasts/min
[2026-01-23T20:35:52.929988] [DEBUG] [MAG       ] JKS: Last date is validated at 2026-01-23
[2026-01-23T20:35:52.935916] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.937292] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-23T20:35:52.937351] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-23T20:35:52.937408] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-23T20:35:52.937591] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2026-01-23T20:35:52.937658] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=49.1755%)
[2026-01-23T20:35:52.937957] [INFO ] [main      ] Progress: 157/420 forecasts completed (37.4%). GLPG finished in 0.6s. ETA: 45.9s. Rate: 343.87 forecasts/min
[2026-01-23T20:35:52.938074] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-23T20:35:52.938116] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-23T20:35:52.938348] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:52.938417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:52.944033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:52.946082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:52.946610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:52.947069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:52.949779] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:52.950811] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-23T20:35:52.950869] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-23T20:35:52.950901] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-23T20:35:52.951438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:52.951757] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:52.951826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:52.952653] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:52.953159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:52.954650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:52.956557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:52.956834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:52.957471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:52.958699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:52.958862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:52.959355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:52.959780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:52.960722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:52.963825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:53.082651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:53.082770] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2026-01-23T20:35:53.082869] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=78.6552%)
[2026-01-23T20:35:53.083058] [INFO ] [main      ] Fetching symbol history for JACK...
[2026-01-23T20:35:53.083105] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2026-01-23T20:35:53.083936] [INFO ] [main      ] Progress: 158/420 forecasts completed (37.6%). CTAS finished in 0.8s. ETA: 45.7s. Rate: 344.23 forecasts/min
[2026-01-23T20:35:53.084441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.096181] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.097184] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2026-01-23T20:35:53.097235] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2026-01-23T20:35:53.097265] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2026-01-23T20:35:53.098094] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:53.098343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:53.100245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:53.100789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:53.101185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:53.101964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:53.102797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:53.106762] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:53.148434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:53.149912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.202389] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2026-01-23T20:35:53.202463] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=8.34% (Conf=57.1141%)
[2026-01-23T20:35:53.202643] [INFO ] [main      ] Fetching symbol history for UDMY...
[2026-01-23T20:35:53.202690] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2026-01-23T20:35:53.204020] [INFO ] [main      ] Progress: 159/420 forecasts completed (37.9%). JKS finished in 0.7s. ETA: 45.4s. Rate: 344.91 forecasts/min
[2026-01-23T20:35:53.215943] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.217026] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2026-01-23T20:35:53.217083] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2026-01-23T20:35:53.217181] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2026-01-23T20:35:53.218095] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:53.218158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:53.223256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:53.224259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:53.226496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.308484] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-23
[2026-01-23T20:35:53.443978] [DEBUG] [MAG       ] AFCG: Last date is validated at 2026-01-23
[2026-01-23T20:35:53.474310] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:53.521779] [DEBUG] [MAG       ] JACK: Last date is validated at 2026-01-23
[2026-01-23T20:35:53.568676] [DEBUG] [MAG       ] UDMY: Last date is validated at 2026-01-23
[2026-01-23T20:35:53.624313] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:53.641693] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-23T20:35:53.641760] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=51.9627%)
[2026-01-23T20:35:53.641919] [INFO ] [main      ] Fetching symbol history for BBWI...
[2026-01-23T20:35:53.642278] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2026-01-23T20:35:53.642849] [INFO ] [main      ] Progress: 160/420 forecasts completed (38.1%). HNRG finished in 0.7s. ETA: 45.7s. Rate: 341.65 forecasts/min
[2026-01-23T20:35:53.656730] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.657703] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2026-01-23T20:35:53.657762] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2026-01-23T20:35:53.657795] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2026-01-23T20:35:53.658720] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:53.658791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:53.664285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:53.665278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:53.665937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:53.666672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.692939] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-23T20:35:53.693007] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=1.48% (Conf=65.1725%)
[2026-01-23T20:35:53.693169] [INFO ] [main      ] Fetching symbol history for ETO...
[2026-01-23T20:35:53.693214] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2026-01-23T20:35:53.693731] [INFO ] [main      ] Progress: 161/420 forecasts completed (38.3%). AFCG finished in 0.8s. ETA: 45.3s. Rate: 343.17 forecasts/min
[2026-01-23T20:35:53.702525] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:53.704666] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.705485] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2026-01-23T20:35:53.705551] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2026-01-23T20:35:53.705608] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2026-01-23T20:35:53.706437] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:53.706499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:53.711731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:53.713533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:53.714064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.735864] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:53.794204] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2026-01-23T20:35:53.794276] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-9.55% (Conf=51.7019%)
[2026-01-23T20:35:53.794439] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-23T20:35:53.794484] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-23T20:35:53.794710] [INFO ] [main      ] Progress: 162/420 forecasts completed (38.6%). JACK finished in 0.7s. ETA: 45.0s. Rate: 344.07 forecasts/min
[2026-01-23T20:35:53.803436] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2026-01-23T20:35:53.803520] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-4.70% (Conf=38.3415%)
[2026-01-23T20:35:53.804095] [INFO ] [main      ] Progress: 163/420 forecasts completed (38.8%). UDMY finished in 0.6s. ETA: 44.6s. Rate: 346.07 forecasts/min
[2026-01-23T20:35:53.804405] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-23T20:35:53.804455] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-23T20:35:53.808403] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.809644] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-23T20:35:53.809726] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-23T20:35:53.809759] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-23T20:35:53.810568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:53.811174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:53.811976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:53.820714] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:53.821770] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-23T20:35:53.821826] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-23T20:35:53.821857] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-23T20:35:53.822648] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:53.822708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:53.824723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:53.826343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:53.892695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:53.894995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:53.896413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:54.067476] [DEBUG] [MAG       ] ETO: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.115032] [DEBUG] [MAG       ] BBWI: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.230615] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.242113] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.245300] [DEBUG] [MAG       ] AMN: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.297897] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.309555] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2026-01-23T20:35:54.309641] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=55.911%)
[2026-01-23T20:35:54.309802] [INFO ] [main      ] Fetching symbol history for INVH...
[2026-01-23T20:35:54.309845] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2026-01-23T20:35:54.312671] [INFO ] [main      ] Progress: 164/420 forecasts completed (39.0%). ETO finished in 0.6s. ETA: 44.9s. Rate: 342.04 forecasts/min
[2026-01-23T20:35:54.322728] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:54.323762] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2026-01-23T20:35:54.323816] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2026-01-23T20:35:54.323848] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2026-01-23T20:35:54.325011] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:54.325074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:54.326826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:54.327390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:54.327876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:54.330433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:54.373691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:54.394958] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2026-01-23T20:35:54.395027] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=2.50% (Conf=65.576%)
[2026-01-23T20:35:54.395187] [INFO ] [main      ] Fetching symbol history for CFFN...
[2026-01-23T20:35:54.395230] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2026-01-23T20:35:54.395863] [INFO ] [main      ] Progress: 165/420 forecasts completed (39.3%). BBWI finished in 0.8s. ETA: 44.6s. Rate: 343.14 forecasts/min
[2026-01-23T20:35:54.399565] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.405730] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:54.406846] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2026-01-23T20:35:54.406900] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2026-01-23T20:35:54.406931] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2026-01-23T20:35:54.407755] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:54.407817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:54.412588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:54.412548] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.414355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:54.414856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:54.415624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:54.416413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:54.417654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:54.498790] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-23T20:35:54.498857] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=46.496%)
[2026-01-23T20:35:54.499037] [INFO ] [main      ] Fetching symbol history for PSX...
[2026-01-23T20:35:54.499081] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2026-01-23T20:35:54.499475] [INFO ] [main      ] Progress: 166/420 forecasts completed (39.5%). AMN finished in 0.7s. ETA: 44.3s. Rate: 343.98 forecasts/min
[2026-01-23T20:35:54.499994] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-23T20:35:54.500060] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=46.2185%)
[2026-01-23T20:35:54.500220] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-23T20:35:54.500263] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-23T20:35:54.501368] [INFO ] [main      ] Progress: 167/420 forecasts completed (39.8%). CIB finished in 0.7s. ETA: 43.9s. Rate: 346.03 forecasts/min
[2026-01-23T20:35:54.511642] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:54.511808] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:54.512543] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2026-01-23T20:35:54.512626] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2026-01-23T20:35:54.512658] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2026-01-23T20:35:54.513095] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-23T20:35:54.513150] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-23T20:35:54.513181] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-23T20:35:54.513450] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:54.513511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:54.513989] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:35:54.514063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:54.515213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:54.515762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:54.516527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:54.518911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:54.518968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:54.520766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:54.521253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:54.521672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:54.570758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:54.571698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:54.604415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:54.647349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:54.734879] [DEBUG] [MAG       ] INVH: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.757735] [DEBUG] [MAG       ] CFFN: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.909135] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.937057] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:54.947010] [DEBUG] [MAG       ] PSX: Last date is validated at 2026-01-23
[2026-01-23T20:35:54.985466] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2026-01-23T20:35:54.985531] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=49.4506%)
[2026-01-23T20:35:54.985897] [INFO ] [main      ] Progress: 168/420 forecasts completed (40.0%). INVH finished in 0.7s. ETA: 44.2s. Rate: 342.37 forecasts/min
[2026-01-23T20:35:54.986023] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-23T20:35:54.986066] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-23T20:35:54.998895] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.000182] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-23T20:35:55.000248] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-23T20:35:55.000282] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-23T20:35:55.001368] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-23T20:35:55.001478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:55.002858] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2026-01-23T20:35:55.002931] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=50.5708%)
[2026-01-23T20:35:55.003587] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-23T20:35:55.003640] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-23T20:35:55.003667] [INFO ] [main      ] Progress: 169/420 forecasts completed (40.2%). CFFN finished in 0.6s. ETA: 43.8s. Rate: 344.20 forecasts/min
[2026-01-23T20:35:55.007618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:55.009938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:55.010661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:55.011128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:55.011753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:55.012537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:55.013392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:55.014870] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-23
[2026-01-23T20:35:55.016003] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.016484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:55.017326] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-23T20:35:55.017408] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-23T20:35:55.017442] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-23T20:35:55.018247] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:55.018307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:55.020694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:55.023375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:55.024902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:55.025918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.126130] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.134868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:55.136985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:55.179775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:55.181144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:55.202809] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.222939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:55.224044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:55.225278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:55.254014] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2026-01-23T20:35:55.254083] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=59.9376%)
[2026-01-23T20:35:55.254441] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2026-01-23T20:35:55.254495] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2026-01-23T20:35:55.255660] [INFO ] [main      ] Progress: 170/420 forecasts completed (40.5%). PSX finished in 0.8s. ETA: 43.7s. Rate: 343.30 forecasts/min
[2026-01-23T20:35:55.267193] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.268164] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2026-01-23T20:35:55.268214] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2026-01-23T20:35:55.268246] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2026-01-23T20:35:55.269039] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:55.269099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:55.274060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:55.275228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:55.277991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.278009] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-23T20:35:55.278085] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=48.3251%)
[2026-01-23T20:35:55.278450] [INFO ] [main      ] Fetching symbol history for POWI...
[2026-01-23T20:35:55.278501] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2026-01-23T20:35:55.279662] [INFO ] [main      ] Progress: 171/420 forecasts completed (40.7%). TSLX finished in 0.8s. ETA: 43.3s. Rate: 345.04 forecasts/min
[2026-01-23T20:35:55.293158] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.294050] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2026-01-23T20:35:55.294104] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2026-01-23T20:35:55.294135] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2026-01-23T20:35:55.294952] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:55.295016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:55.296780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:55.297325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:55.297844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:55.300414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:55.308564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:55.309790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:55.311794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:55.314693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:55.315821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:55.317952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:55.319137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:55.320941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.324269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:55.325539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:55.326930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:55.328590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:55.331548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:55.332264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:55.332992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:55.335060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:55.336165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:55.337012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:55.338050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-23T20:35:55.338958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:55.342518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:55.344404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:55.347351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:55.349945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:55.354180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:55.373099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:55.374314] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-23
[2026-01-23T20:35:55.374490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:55.376279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:55.377046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:55.378791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:55.380453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:55.381472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:55.382768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:55.384002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:55.386155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:35:55.387847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:35:55.390881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:35:55.393613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:35:55.400047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.562588] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.634953] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2026-01-23
[2026-01-23T20:35:55.646248] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-23T20:35:55.646338] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=56.8453%)
[2026-01-23T20:35:55.646566] [INFO ] [main      ] Fetching symbol history for TCPC...
[2026-01-23T20:35:55.646640] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2026-01-23T20:35:55.647688] [INFO ] [main      ] Progress: 172/420 forecasts completed (41.0%). HMC finished in 0.6s. ETA: 43.4s. Rate: 342.82 forecasts/min
[2026-01-23T20:35:55.662873] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.664265] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2026-01-23T20:35:55.664332] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-23T20:35:55.664373] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2026-01-23T20:35:55.665404] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:55.665478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:55.669740] [DEBUG] [MAG       ] POWI: Last date is validated at 2026-01-23
[2026-01-23T20:35:55.671979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:55.674227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:55.675068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:55.677819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:55.680044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.752221] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-23
[2026-01-23T20:35:55.806835] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.838097] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.865277] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2026-01-23T20:35:55.865347] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=51.456%)
[2026-01-23T20:35:55.865537] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2026-01-23T20:35:55.865601] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2026-01-23T20:35:55.866661] [INFO ] [main      ] Progress: 173/420 forecasts completed (41.2%). CHSCL finished in 0.6s. ETA: 43.3s. Rate: 342.32 forecasts/min
[2026-01-23T20:35:55.878302] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.879199] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2026-01-23T20:35:55.879251] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2026-01-23T20:35:55.879282] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2026-01-23T20:35:55.880171] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:55.880234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:55.882070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:55.882713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:55.883179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:35:55.889272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:55.925617] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:55.947148] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2026-01-23T20:35:55.947214] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=59.1634%)
[2026-01-23T20:35:55.947601] [INFO ] [main      ] Fetching symbol history for FOSL...
[2026-01-23T20:35:55.947662] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2026-01-23T20:35:55.947653] [INFO ] [main      ] Progress: 174/420 forecasts completed (41.4%). POWI finished in 0.7s. ETA: 43.0s. Rate: 343.38 forecasts/min
[2026-01-23T20:35:55.960376] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:55.961517] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2026-01-23T20:35:55.961593] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2026-01-23T20:35:55.961626] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2026-01-23T20:35:55.962633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:55.962695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:55.968635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:55.969649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:55.970484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:55.972337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:56.046909] [DEBUG] [MAG       ] TCPC: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.189676] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-23T20:35:56.189749] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-23T20:35:56.189937] [INFO ] [main      ] Fetching symbol history for EXPD...
[2026-01-23T20:35:56.189984] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2026-01-23T20:35:56.191113] [INFO ] [main      ] Progress: 175/420 forecasts completed (41.7%). BSCQ finished in 1.2s. ETA: 42.9s. Rate: 342.61 forecasts/min
[2026-01-23T20:35:56.205036] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:56.206717] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2026-01-23T20:35:56.206775] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2026-01-23T20:35:56.206808] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2026-01-23T20:35:56.207815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:56.207895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:56.209959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:56.210765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:56.211184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:56.213810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:56.223942] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:56.243829] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.281819] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2026-01-23T20:35:56.281887] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=51.4396%)
[2026-01-23T20:35:56.282051] [INFO ] [main      ] Fetching symbol history for KOD...
[2026-01-23T20:35:56.282093] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2026-01-23T20:35:56.283450] [INFO ] [main      ] Progress: 176/420 forecasts completed (41.9%). TCPC finished in 0.6s. ETA: 42.6s. Rate: 343.54 forecasts/min
[2026-01-23T20:35:56.294014] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:56.294785] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2026-01-23T20:35:56.294838] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2026-01-23T20:35:56.294870] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2026-01-23T20:35:56.295661] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:56.295724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:56.297477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:56.298024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:56.298481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:56.299269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:56.300328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:56.302774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:56.320568] [DEBUG] [MAG       ] FOSL: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.423182] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:56.496337] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:56.498092] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2026-01-23T20:35:56.498160] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=49.2488%)
[2026-01-23T20:35:56.498506] [INFO ] [main      ] Fetching symbol history for FDUS...
[2026-01-23T20:35:56.498555] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2026-01-23T20:35:56.498655] [INFO ] [main      ] Progress: 177/420 forecasts completed (42.1%). QQQJ finished in 0.6s. ETA: 42.5s. Rate: 343.09 forecasts/min
[2026-01-23T20:35:56.510899] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:56.512038] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2026-01-23T20:35:56.512090] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2026-01-23T20:35:56.512120] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2026-01-23T20:35:56.512923] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:56.512982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:56.514692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:56.515214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:56.516454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:56.558850] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2026-01-23T20:35:56.558923] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=46.7053%)
[2026-01-23T20:35:56.559295] [INFO ] [main      ] Progress: 178/420 forecasts completed (42.4%). FOSL finished in 0.6s. ETA: 42.2s. Rate: 344.35 forecasts/min
[2026-01-23T20:35:56.559420] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-23T20:35:56.559463] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-23T20:35:56.572439] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:56.573197] [DEBUG] [MAG       ] EXPD: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.573482] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-23T20:35:56.573535] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-23T20:35:56.573566] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-23T20:35:56.574362] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:56.574423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:56.575404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:56.577036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:56.580424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:56.581130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:56.582729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:56.693210] [DEBUG] [MAG       ] KOD: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.747214] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:56.865831] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2026-01-23T20:35:56.865898] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=55.9392%)
[2026-01-23T20:35:56.866347] [INFO ] [main      ] Fetching symbol history for EXP...
[2026-01-23T20:35:56.866400] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2026-01-23T20:35:56.866375] [INFO ] [main      ] Progress: 179/420 forecasts completed (42.6%). EXPD finished in 0.7s. ETA: 42.2s. Rate: 342.89 forecasts/min
[2026-01-23T20:35:56.867976] [DEBUG] [MAG       ] FDUS: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.878233] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:56.879410] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2026-01-23T20:35:56.879470] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2026-01-23T20:35:56.879501] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2026-01-23T20:35:56.880441] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:35:56.905670] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:56.945643] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-23
[2026-01-23T20:35:56.997084] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2026-01-23T20:35:56.997163] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=53.5766%)
[2026-01-23T20:35:56.997339] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-23T20:35:56.997411] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-23T20:35:56.998678] [INFO ] [main      ] Progress: 180/420 forecasts completed (42.9%). KOD finished in 0.7s. ETA: 41.9s. Rate: 343.35 forecasts/min
[2026-01-23T20:35:57.009190] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.010104] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-23T20:35:57.010155] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-23T20:35:57.010186] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-23T20:35:57.010993] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:57.011053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:57.016025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:57.017077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:57.046649] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:57.112759] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2026-01-23T20:35:57.112828] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=56.3299%)
[2026-01-23T20:35:57.113180] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-23T20:35:57.113230] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-23T20:35:57.113668] [INFO ] [main      ] Progress: 181/420 forecasts completed (43.1%). FDUS finished in 0.6s. ETA: 41.7s. Rate: 344.00 forecasts/min
[2026-01-23T20:35:57.126919] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.130499] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-23T20:35:57.130556] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-23T20:35:57.130618] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-23T20:35:57.131667] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-23T20:35:57.131774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:57.133979] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:57.136764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:57.138561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:57.139062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:57.139507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:57.139920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:57.140691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:57.141475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:57.143920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:57.251879] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-23T20:35:57.251964] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=37.2419%)
[2026-01-23T20:35:57.252201] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-23T20:35:57.252260] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-23T20:35:57.253122] [INFO ] [main      ] Progress: 182/420 forecasts completed (43.3%). LEA finished in 0.7s. ETA: 41.5s. Rate: 344.38 forecasts/min
[2026-01-23T20:35:57.255160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:57.257222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:57.266135] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.267290] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-23T20:35:57.267346] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-23T20:35:57.267405] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-23T20:35:57.268245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:57.268310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:57.270090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:57.270686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:57.271157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:57.271561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:57.272487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:57.272878] [DEBUG] [MAG       ] EXP: Last date is validated at 2026-01-23
[2026-01-23T20:35:57.297013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:57.298257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:57.343191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:57.344039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:57.345599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:35:57.380861] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-23
[2026-01-23T20:35:57.423837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:57.424643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:57.426446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:35:57.429375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:57.430435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:35:57.432556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:57.433307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:57.437932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:57.439463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:57.440831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:57.442702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:57.445780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:57.446608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:35:57.447498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:35:57.451246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:57.452526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:35:57.453252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:35:57.454104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-23T20:35:57.454809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:35:57.457597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:35:57.459198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:35:57.459620] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:57.461594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:57.463800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:57.467652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:57.485249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:57.486523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:57.488642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:57.489392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:57.491045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:35:57.493197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:57.494330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:57.495514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:35:57.496889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:35:57.499375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:35:57.500980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:57.580006] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2026-01-23T20:35:57.580087] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=51.9851%)
[2026-01-23T20:35:57.580484] [INFO ] [main      ] Fetching symbol history for KEP...
[2026-01-23T20:35:57.580540] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2026-01-23T20:35:57.581659] [INFO ] [main      ] Progress: 183/420 forecasts completed (43.6%). EXP finished in 0.7s. ETA: 41.5s. Rate: 342.72 forecasts/min
[2026-01-23T20:35:57.590441] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:57.594616] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.595735] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2026-01-23T20:35:57.595790] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2026-01-23T20:35:57.595824] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2026-01-23T20:35:57.596659] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:57.596722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:57.598795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:57.599555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:57.599992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:57.600772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:35:57.648814] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-23
[2026-01-23T20:35:57.654081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:57.670615] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-23T20:35:57.670686] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=5.71% (Conf=58.053%)
[2026-01-23T20:35:57.670851] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-23T20:35:57.670895] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-23T20:35:57.673701] [INFO ] [main      ] Progress: 184/420 forecasts completed (43.8%). MGNI finished in 0.7s. ETA: 41.2s. Rate: 343.61 forecasts/min
[2026-01-23T20:35:57.681755] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.682617] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-23T20:35:57.682669] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-23T20:35:57.682699] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-23T20:35:57.683470] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:35:57.822021] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:57.849921] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-23
[2026-01-23T20:35:57.908911] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-23T20:35:57.908983] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=64.9339%)
[2026-01-23T20:35:57.909156] [INFO ] [main      ] Fetching symbol history for MCHI...
[2026-01-23T20:35:57.909200] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2026-01-23T20:35:57.909926] [INFO ] [main      ] Progress: 185/420 forecasts completed (44.0%). CM finished in 0.7s. ETA: 41.1s. Rate: 342.96 forecasts/min
[2026-01-23T20:35:57.923081] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:57.924314] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2026-01-23T20:35:57.924385] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2026-01-23T20:35:57.924423] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2026-01-23T20:35:57.925707] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:35:57.925788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:57.929420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:57.930721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:35:57.931502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:35:57.933133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:57.935891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:57.936488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:57.938068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:35:57.940722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:35:57.942516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:35:57.943716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.027958] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.039821] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.055599] [DEBUG] [MAG       ] KEP: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.207823] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.228157] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.258007] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-23T20:35:58.258078] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-23T20:35:58.258237] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-23T20:35:58.258280] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-23T20:35:58.259672] [INFO ] [main      ] Progress: 186/420 forecasts completed (44.3%). CIF finished in 0.6s. ETA: 41.2s. Rate: 341.12 forecasts/min
[2026-01-23T20:35:58.269371] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.270177] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-23T20:35:58.270228] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-23T20:35:58.270260] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-23T20:35:58.271027] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:58.271089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:58.275900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:58.277696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:58.278165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:58.278621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:58.279015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:58.303227] [DEBUG] [MAG       ] MCHI: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.304404] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2026-01-23T20:35:58.304471] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=56.3239%)
[2026-01-23T20:35:58.304669] [INFO ] [main      ] Fetching symbol history for FMN...
[2026-01-23T20:35:58.304717] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2026-01-23T20:35:58.305642] [INFO ] [main      ] Progress: 187/420 forecasts completed (44.5%). KEP finished in 0.7s. ETA: 40.8s. Rate: 342.48 forecasts/min
[2026-01-23T20:35:58.308802] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-23T20:35:58.308860] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-23T20:35:58.309129] [INFO ] [main      ] Progress: 188/420 forecasts completed (44.8%). FTSM finished in 1.2s. ETA: 40.4s. Rate: 344.27 forecasts/min
[2026-01-23T20:35:58.309234] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-23T20:35:58.309275] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-23T20:35:58.316161] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.317153] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2026-01-23T20:35:58.317206] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2026-01-23T20:35:58.317238] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2026-01-23T20:35:58.318059] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:35:58.318128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:58.321627] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.322292] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-23T20:35:58.322343] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-23T20:35:58.322376] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-23T20:35:58.323152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.323193] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:35:58.323254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:58.328259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:58.330121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:58.330631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:58.331399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.392391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.483009] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.574661] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2026-01-23T20:35:58.574726] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=47.517%)
[2026-01-23T20:35:58.575096] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2026-01-23T20:35:58.575147] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2026-01-23T20:35:58.576654] [INFO ] [main      ] Progress: 189/420 forecasts completed (45.0%). MCHI finished in 0.7s. ETA: 40.4s. Rate: 343.30 forecasts/min
[2026-01-23T20:35:58.586883] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.587710] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2026-01-23T20:35:58.587767] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2026-01-23T20:35:58.587798] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2026-01-23T20:35:58.588557] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:35:58.588640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:58.590334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:58.590866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:58.591262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:58.592140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:35:58.661398] [DEBUG] [MAG       ] FMN: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.679743] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.705791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:58.707065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.727828] [DEBUG] [MAG       ] PRGO: Last date is validated at 2026-01-23
[2026-01-23T20:35:58.828163] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.854009] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.881184] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2026-01-23T20:35:58.881260] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=46.7447%)
[2026-01-23T20:35:58.881677] [INFO ] [main      ] Fetching symbol history for CPK...
[2026-01-23T20:35:58.881730] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2026-01-23T20:35:58.881749] [INFO ] [main      ] Progress: 190/420 forecasts completed (45.2%). FMN finished in 0.6s. ETA: 40.4s. Rate: 341.96 forecasts/min
[2026-01-23T20:35:58.893003] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.894007] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2026-01-23T20:35:58.894072] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2026-01-23T20:35:58.894105] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2026-01-23T20:35:58.894891] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:58.894954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:58.899795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:58.901559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:58.902070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:58.902470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:58.903388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:35:58.904597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:35:58.905596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:35:58.906629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:35:58.907744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.910250] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:58.913018] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-23T20:35:58.913089] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-14.36% (Conf=56.3261%)
[2026-01-23T20:35:58.913441] [INFO ] [main      ] Progress: 191/420 forecasts completed (45.5%). PLUG finished in 0.6s. ETA: 40.0s. Rate: 343.43 forecasts/min
[2026-01-23T20:35:58.913584] [INFO ] [main      ] Fetching symbol history for NRC...
[2026-01-23T20:35:58.913629] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2026-01-23T20:35:58.926533] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:58.927543] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2026-01-23T20:35:58.927619] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2026-01-23T20:35:58.927652] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2026-01-23T20:35:58.928438] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:35:58.928500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:58.930207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:58.930751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:35:58.931199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:58.931611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:58.933988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:58.971879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:35:58.973656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:35:58.974815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:58.996395] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-23T20:35:58.996483] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=44.8836%)
[2026-01-23T20:35:58.996698] [INFO ] [main      ] Fetching symbol history for KFY...
[2026-01-23T20:35:58.996760] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2026-01-23T20:35:58.997870] [INFO ] [main      ] Progress: 192/420 forecasts completed (45.7%). PRGO finished in 0.7s. ETA: 39.7s. Rate: 344.36 forecasts/min
[2026-01-23T20:35:59.008075] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.009027] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2026-01-23T20:35:59.009088] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2026-01-23T20:35:59.009121] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2026-01-23T20:35:59.010039] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:59.010110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:59.012275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:59.012894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:59.013303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:35:59.016337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:35:59.018893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.047418] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2026-01-23
[2026-01-23T20:35:59.214507] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:59.246651] [DEBUG] [MAG       ] CPK: Last date is validated at 2026-01-23
[2026-01-23T20:35:59.269558] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2026-01-23T20:35:59.269640] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=33.6073%)
[2026-01-23T20:35:59.269975] [INFO ] [main      ] Fetching symbol history for MCK...
[2026-01-23T20:35:59.270026] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2026-01-23T20:35:59.270676] [INFO ] [main      ] Progress: 193/420 forecasts completed (46.0%). CHSCN finished in 0.7s. ETA: 39.7s. Rate: 343.35 forecasts/min
[2026-01-23T20:35:59.282544] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.283658] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2026-01-23T20:35:59.283717] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2026-01-23T20:35:59.283749] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2026-01-23T20:35:59.284550] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:59.284633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:59.289489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:59.290350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:35:59.292142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:35:59.292840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:35:59.294158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.315393] [DEBUG] [MAG       ] NRC: Last date is validated at 2026-01-23
[2026-01-23T20:35:59.409600] [DEBUG] [MAG       ] KFY: Last date is validated at 2026-01-23
[2026-01-23T20:35:59.415653] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:59.489406] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:59.512498] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2026-01-23T20:35:59.512566] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=69.7337%)
[2026-01-23T20:35:59.512743] [INFO ] [main      ] Fetching symbol history for RGCO...
[2026-01-23T20:35:59.512786] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2026-01-23T20:35:59.514658] [INFO ] [main      ] Progress: 194/420 forecasts completed (46.2%). CPK finished in 0.6s. ETA: 39.6s. Rate: 342.65 forecasts/min
[2026-01-23T20:35:59.527042] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.528053] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2026-01-23T20:35:59.528116] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2026-01-23T20:35:59.528160] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2026-01-23T20:35:59.529011] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:35:59.529079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:59.534330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:35:59.537186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:35:59.577198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:35:59.578345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:35:59.579208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:35:59.583665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:35:59.584348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:35:59.588315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:59.596339] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:59.611186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.636044] [DEBUG] [MAG       ] MCK: Last date is validated at 2026-01-23
[2026-01-23T20:35:59.650809] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2026-01-23T20:35:59.650877] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-2.77% (Conf=52.0521%)
[2026-01-23T20:35:59.651225] [INFO ] [main      ] Progress: 195/420 forecasts completed (46.4%). NRC finished in 0.7s. ETA: 39.4s. Rate: 343.04 forecasts/min
[2026-01-23T20:35:59.651356] [INFO ] [main      ] Fetching symbol history for ODFL...
[2026-01-23T20:35:59.651400] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2026-01-23T20:35:59.664670] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.665518] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2026-01-23T20:35:59.665590] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2026-01-23T20:35:59.665625] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2026-01-23T20:35:59.666420] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:35:59.666483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:35:59.668281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:35:59.668837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:35:59.669241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:35:59.683603] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2026-01-23T20:35:59.683675] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=55.4778%)
[2026-01-23T20:35:59.683838] [INFO ] [main      ] Fetching symbol history for EVTC...
[2026-01-23T20:35:59.683882] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2026-01-23T20:35:59.684880] [INFO ] [main      ] Progress: 196/420 forecasts completed (46.7%). KFY finished in 0.7s. ETA: 39.0s. Rate: 344.46 forecasts/min
[2026-01-23T20:35:59.688237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:35:59.689028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.694698] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.696012] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2026-01-23T20:35:59.696069] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2026-01-23T20:35:59.696102] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2026-01-23T20:35:59.696897] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:35:59.696958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:59.701809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:35:59.702622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.804749] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:35:59.952891] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2026-01-23T20:35:59.952962] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=50.1135%)
[2026-01-23T20:35:59.953139] [INFO ] [main      ] Fetching symbol history for BDTX...
[2026-01-23T20:35:59.953184] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2026-01-23T20:35:59.953904] [INFO ] [main      ] Progress: 197/420 forecasts completed (46.9%). MCK finished in 0.7s. ETA: 39.0s. Rate: 343.51 forecasts/min
[2026-01-23T20:35:59.965395] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:35:59.966356] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2026-01-23T20:35:59.966415] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2026-01-23T20:35:59.966449] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2026-01-23T20:35:59.967274] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:35:59.967336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:35:59.972476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:35:59.973700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:35:59.975790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:35:59.996214] [DEBUG] [MAG       ] RGCO: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.044277] [DEBUG] [MAG       ] EVTC: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.135186] [DEBUG] [MAG       ] ODFL: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.201338] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.219866] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.283618] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2026-01-23T20:36:00.283691] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=64.8285%)
[2026-01-23T20:36:00.283875] [INFO ] [main      ] Fetching symbol history for BLCN...
[2026-01-23T20:36:00.283922] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2026-01-23T20:36:00.284864] [INFO ] [main      ] Progress: 198/420 forecasts completed (47.1%). RGCO finished in 0.8s. ETA: 39.0s. Rate: 341.96 forecasts/min
[2026-01-23T20:36:00.297203] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2026-01-23T20:36:00.297273] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=59.9078%)
[2026-01-23T20:36:00.297483] [INFO ] [main      ] Fetching symbol history for MSBI...
[2026-01-23T20:36:00.297530] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2026-01-23T20:36:00.297463] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.297824] [INFO ] [main      ] Progress: 199/420 forecasts completed (47.4%). EVTC finished in 0.6s. ETA: 38.6s. Rate: 343.56 forecasts/min
[2026-01-23T20:36:00.298733] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2026-01-23T20:36:00.298849] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2026-01-23T20:36:00.298888] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2026-01-23T20:36:00.299802] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:36:00.305539] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.308790] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.309980] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2026-01-23T20:36:00.310054] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2026-01-23T20:36:00.310088] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2026-01-23T20:36:00.310929] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:00.310993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:00.316268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:00.318264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:00.318783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:00.319237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:00.319659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:00.322369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:00.323533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:00.325193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:00.335545] [DEBUG] [MAG       ] BDTX: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.429829] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2026-01-23T20:36:00.429897] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=61.2614%)
[2026-01-23T20:36:00.430257] [INFO ] [main      ] Progress: 200/420 forecasts completed (47.6%). ODFL finished in 0.8s. ETA: 38.4s. Rate: 343.98 forecasts/min
[2026-01-23T20:36:00.430387] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2026-01-23T20:36:00.430431] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2026-01-23T20:36:00.442961] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.444196] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2026-01-23T20:36:00.444250] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2026-01-23T20:36:00.444282] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2026-01-23T20:36:00.445141] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:00.445202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:00.450432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:00.452409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:36:00.453135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:00.454621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:00.508397] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.573368] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2026-01-23T20:36:00.573438] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=48.1351%)
[2026-01-23T20:36:00.573619] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-23T20:36:00.573666] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-23T20:36:00.573913] [INFO ] [main      ] Progress: 201/420 forecasts completed (47.9%). BDTX finished in 0.6s. ETA: 38.2s. Rate: 344.28 forecasts/min
[2026-01-23T20:36:00.585798] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.586867] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-23T20:36:00.586922] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-23T20:36:00.586952] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-23T20:36:00.587820] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:00.587881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:00.655951] [DEBUG] [MAG       ] BLCN: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.683612] [DEBUG] [MAG       ] MSBI: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.832164] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2026-01-23
[2026-01-23T20:36:00.833383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:00.834745] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.835474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:00.839368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:00.864746] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:00.912512] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2026-01-23T20:36:00.912607] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=48.4718%)
[2026-01-23T20:36:00.913419] [INFO ] [main      ] Progress: 202/420 forecasts completed (48.1%). BLCN finished in 0.6s. ETA: 38.2s. Rate: 342.67 forecasts/min
[2026-01-23T20:36:00.913551] [INFO ] [main      ] Fetching symbol history for RMM...
[2026-01-23T20:36:00.913613] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2026-01-23T20:36:00.926070] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.929630] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2026-01-23T20:36:00.929690] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2026-01-23T20:36:00.929722] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2026-01-23T20:36:00.930740] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:00.930804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:00.937671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:00.942910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:00.948792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:00.950249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:00.964895] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2026-01-23T20:36:00.964968] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=-8.98% (Conf=41.7043%)
[2026-01-23T20:36:00.967834] [INFO ] [main      ] Fetching symbol history for MCRI...
[2026-01-23T20:36:00.967889] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2026-01-23T20:36:00.968808] [INFO ] [main      ] Progress: 203/420 forecasts completed (48.3%). MSBI finished in 0.7s. ETA: 37.9s. Rate: 343.83 forecasts/min
[2026-01-23T20:36:00.988334] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:00.989652] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2026-01-23T20:36:00.989715] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2026-01-23T20:36:00.989748] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2026-01-23T20:36:00.990801] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:00.990885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:00.997312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:00.997966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:00.998428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:01.001887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:01.003858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:01.009248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:01.019791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:01.020912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:01.106695] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:01.180313] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2026-01-23T20:36:01.180379] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=50.639%)
[2026-01-23T20:36:01.180543] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-23T20:36:01.180604] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-23T20:36:01.182723] [INFO ] [main      ] Progress: 204/420 forecasts completed (48.6%). BHFAO finished in 0.7s. ETA: 37.7s. Rate: 343.45 forecasts/min
[2026-01-23T20:36:01.203650] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:01.204527] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-23T20:36:01.204599] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-23T20:36:01.204634] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-23T20:36:01.205477] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:01.205542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:01.207384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:01.210947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:01.216972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:01.219305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:01.259560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:01.393494] [DEBUG] [MAG       ] MCRI: Last date is validated at 2026-01-23
[2026-01-23T20:36:01.398056] [DEBUG] [MAG       ] TSL: Last date is validated at 2026-01-23
[2026-01-23T20:36:01.577163] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:01.584476] [DEBUG] [MAG       ] RMM: Last date is validated at 2026-01-23
[2026-01-23T20:36:01.601647] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:01.652065] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-23T20:36:01.652133] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=61.4139%)
[2026-01-23T20:36:01.652332] [INFO ] [main      ] Fetching symbol history for AOD...
[2026-01-23T20:36:01.652377] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2026-01-23T20:36:01.653101] [INFO ] [main      ] Progress: 205/420 forecasts completed (48.8%). TSL finished in 1.1s. ETA: 37.9s. Rate: 340.64 forecasts/min
[2026-01-23T20:36:01.665113] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:01.668647] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2026-01-23T20:36:01.668735] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2026-01-23T20:36:01.668771] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2026-01-23T20:36:01.669813] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:01.669878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:01.683330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:01.695621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:01.700065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:01.701590] [DEBUG] [MAG       ] BLE: Last date is validated at 2026-01-23
[2026-01-23T20:36:01.701828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:01.708405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:01.751316] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2026-01-23T20:36:01.751385] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=51.7198%)
[2026-01-23T20:36:01.751589] [INFO ] [main      ] Fetching symbol history for TROX...
[2026-01-23T20:36:01.751637] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2026-01-23T20:36:01.751886] [INFO ] [main      ] Progress: 206/420 forecasts completed (49.0%). MCRI finished in 0.8s. ETA: 37.6s. Rate: 341.36 forecasts/min
[2026-01-23T20:36:01.771452] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:01.775624] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2026-01-23T20:36:01.775681] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2026-01-23T20:36:01.775713] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2026-01-23T20:36:01.776664] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:01.776723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:01.778336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:01.785708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:01.814381] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:01.836233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:01.877173] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2026-01-23T20:36:01.877238] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=60.7163%)
[2026-01-23T20:36:01.877674] [INFO ] [main      ] Fetching symbol history for HL...
[2026-01-23T20:36:01.877731] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2026-01-23T20:36:01.878660] [INFO ] [main      ] Progress: 207/420 forecasts completed (49.3%). RMM finished in 1.0s. ETA: 37.4s. Rate: 341.82 forecasts/min
[2026-01-23T20:36:01.889418] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:01.890367] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2026-01-23T20:36:01.890428] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2026-01-23T20:36:01.890462] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2026-01-23T20:36:01.891330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:01.891395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:01.893105] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:01.896756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:01.897702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:01.898421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:01.902651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:01.957285] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-23T20:36:01.957355] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=50.6972%)
[2026-01-23T20:36:01.957872] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-23T20:36:01.957928] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-23T20:36:01.958671] [INFO ] [main      ] Progress: 208/420 forecasts completed (49.5%). BLE finished in 0.8s. ETA: 37.1s. Rate: 342.72 forecasts/min
[2026-01-23T20:36:01.972771] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:01.973819] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-23T20:36:01.973893] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-23T20:36:01.973943] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-23T20:36:01.975116] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:01.975193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:01.978404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:01.981071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:02.081568] [DEBUG] [MAG       ] AOD: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.182954] [DEBUG] [MAG       ] TROX: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.242532] [DEBUG] [MAG       ] HL: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.254568] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:02.354106] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:02.361863] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.378023] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2026-01-23T20:36:02.378093] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=36.281%)
[2026-01-23T20:36:02.378275] [INFO ] [main      ] Fetching symbol history for VTYX...
[2026-01-23T20:36:02.378330] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2026-01-23T20:36:02.379104] [INFO ] [main      ] Progress: 209/420 forecasts completed (49.8%). AOD finished in 0.7s. ETA: 37.2s. Rate: 340.44 forecasts/min
[2026-01-23T20:36:02.390824] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:02.391938] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2026-01-23T20:36:02.391997] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2026-01-23T20:36:02.392031] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2026-01-23T20:36:02.392871] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:02.392937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:02.397978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:02.399164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:02.401163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:02.402528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:02.404032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:36:02.410201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:02.416739] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:02.419911] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2026-01-23T20:36:02.419981] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=52.6574%)
[2026-01-23T20:36:02.420153] [INFO ] [main      ] Fetching symbol history for RSI...
[2026-01-23T20:36:02.420200] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2026-01-23T20:36:02.420892] [INFO ] [main      ] Progress: 210/420 forecasts completed (50.0%). TROX finished in 0.7s. ETA: 36.9s. Rate: 341.68 forecasts/min
[2026-01-23T20:36:02.432150] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:02.433173] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2026-01-23T20:36:02.433228] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2026-01-23T20:36:02.433262] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2026-01-23T20:36:02.434119] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:02.434192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:02.439391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:02.441616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:02.442174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:02.442661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:02.443094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:02.443763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:02.506012] [INFO ] [LOCAL     ] HL: Saved forecast.
[2026-01-23T20:36:02.506078] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=9.04% (Conf=51.1404%)
[2026-01-23T20:36:02.506296] [INFO ] [main      ] Fetching symbol history for SREA...
[2026-01-23T20:36:02.506363] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2026-01-23T20:36:02.506981] [INFO ] [main      ] Progress: 211/420 forecasts completed (50.2%). HL finished in 0.6s. ETA: 36.6s. Rate: 342.51 forecasts/min
[2026-01-23T20:36:02.519440] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:02.520434] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2026-01-23T20:36:02.520496] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2026-01-23T20:36:02.520528] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2026-01-23T20:36:02.521410] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:02.521471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:02.526620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:02.554712] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:02.639810] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-23T20:36:02.639878] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=10.32% (Conf=45.3251%)
[2026-01-23T20:36:02.640042] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-23T20:36:02.640087] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-23T20:36:02.640880] [INFO ] [main      ] Progress: 212/420 forecasts completed (50.5%). ERNA finished in 0.7s. ETA: 36.4s. Rate: 342.89 forecasts/min
[2026-01-23T20:36:02.653036] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:02.653874] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-23T20:36:02.653933] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-23T20:36:02.653966] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-23T20:36:02.654780] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:02.654840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:02.657357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:02.780058] [DEBUG] [MAG       ] VTYX: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.801837] [DEBUG] [MAG       ] RSI: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.886276] [DEBUG] [MAG       ] SREA: Last date is validated at 2026-01-23
[2026-01-23T20:36:02.951785] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:02.973392] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.021701] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2026-01-23
[2026-01-23T20:36:03.028255] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2026-01-23T20:36:03.028331] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=6.89% (Conf=50.8446%)
[2026-01-23T20:36:03.028506] [INFO ] [main      ] Fetching symbol history for CSQ...
[2026-01-23T20:36:03.028551] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2026-01-23T20:36:03.028879] [INFO ] [main      ] Progress: 213/420 forecasts completed (50.7%). VTYX finished in 0.6s. ETA: 36.4s. Rate: 340.94 forecasts/min
[2026-01-23T20:36:03.040633] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.041603] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2026-01-23T20:36:03.041670] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2026-01-23T20:36:03.041703] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2026-01-23T20:36:03.042498] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:03.042588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.044340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:03.047706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:03.048715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:03.048957] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2026-01-23T20:36:03.049025] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=-6.36% (Conf=59.9138%)
[2026-01-23T20:36:03.049432] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-23T20:36:03.049485] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-23T20:36:03.049652] [INFO ] [main      ] Progress: 214/420 forecasts completed (51.0%). RSI finished in 0.6s. ETA: 36.1s. Rate: 342.35 forecasts/min
[2026-01-23T20:36:03.049926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.060914] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.064759] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.065470] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-23T20:36:03.065528] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-23T20:36:03.065561] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-23T20:36:03.066370] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:03.066432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.068203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:03.068762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:03.069242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:36:03.069985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.121412] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2026-01-23T20:36:03.121482] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=48.6559%)
[2026-01-23T20:36:03.121822] [INFO ] [main      ] Fetching symbol history for PEN...
[2026-01-23T20:36:03.121873] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2026-01-23T20:36:03.123047] [INFO ] [main      ] Progress: 215/420 forecasts completed (51.2%). SREA finished in 0.6s. ETA: 35.8s. Rate: 343.28 forecasts/min
[2026-01-23T20:36:03.139505] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.140766] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2026-01-23T20:36:03.140836] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2026-01-23T20:36:03.140883] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2026-01-23T20:36:03.142018] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:03.142095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:03.149239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:03.153070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:03.154238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:03.155707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:03.159054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.199278] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.281215] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-23T20:36:03.281289] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=55.1091%)
[2026-01-23T20:36:03.281671] [INFO ] [main      ] Fetching symbol history for ARCC...
[2026-01-23T20:36:03.281723] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2026-01-23T20:36:03.282624] [INFO ] [main      ] Progress: 216/420 forecasts completed (51.4%). CMCSA finished in 0.6s. ETA: 35.6s. Rate: 343.42 forecasts/min
[2026-01-23T20:36:03.293527] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.294425] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2026-01-23T20:36:03.294483] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2026-01-23T20:36:03.294515] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2026-01-23T20:36:03.295334] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:03.295396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.297145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:03.297709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:03.298107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:03.298564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:03.299728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:03.301818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.389167] [DEBUG] [MAG       ] CSQ: Last date is validated at 2026-01-23
[2026-01-23T20:36:03.420398] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-23
[2026-01-23T20:36:03.505396] [DEBUG] [MAG       ] PEN: Last date is validated at 2026-01-23
[2026-01-23T20:36:03.561541] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.618334] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.626882] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2026-01-23T20:36:03.626974] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.2726%)
[2026-01-23T20:36:03.627459] [INFO ] [main      ] Fetching symbol history for BEP...
[2026-01-23T20:36:03.627523] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2026-01-23T20:36:03.627664] [INFO ] [main      ] Progress: 217/420 forecasts completed (51.7%). CSQ finished in 0.6s. ETA: 35.6s. Rate: 341.88 forecasts/min
[2026-01-23T20:36:03.640408] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.641386] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2026-01-23T20:36:03.641455] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2026-01-23T20:36:03.641504] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2026-01-23T20:36:03.642429] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:03.642496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.644440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:03.645081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:03.645531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:03.646426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:03.648278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.664358] [DEBUG] [MAG       ] ARCC: Last date is validated at 2026-01-23
[2026-01-23T20:36:03.675472] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.738007] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-23T20:36:03.738075] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=3.75% (Conf=54.3835%)
[2026-01-23T20:36:03.738242] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-23T20:36:03.738286] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-23T20:36:03.739021] [INFO ] [main      ] Progress: 218/420 forecasts completed (51.9%). HYMC finished in 0.7s. ETA: 35.4s. Rate: 342.46 forecasts/min
[2026-01-23T20:36:03.749891] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.750869] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-23T20:36:03.750923] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-23T20:36:03.750955] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-23T20:36:03.751801] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:03.751863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.753643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:03.754161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:03.754553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:03.755342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:03.755990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:03.757679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:03.759083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:03.760331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.838631] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2026-01-23T20:36:03.838714] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-6.09% (Conf=60.6254%)
[2026-01-23T20:36:03.838903] [INFO ] [main      ] Fetching symbol history for TAP...
[2026-01-23T20:36:03.838950] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2026-01-23T20:36:03.840693] [INFO ] [main      ] Progress: 219/420 forecasts completed (52.1%). PEN finished in 0.7s. ETA: 35.1s. Rate: 343.11 forecasts/min
[2026-01-23T20:36:03.844964] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:03.851871] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.853077] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2026-01-23T20:36:03.853132] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2026-01-23T20:36:03.853163] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2026-01-23T20:36:03.854095] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:03.854160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:03.859456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:03.860700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:03.863183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:03.902406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:36:03.904303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:03.905063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:03.906712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.914221] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2026-01-23T20:36:03.914289] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=55.1053%)
[2026-01-23T20:36:03.914450] [INFO ] [main      ] Fetching symbol history for VRTX...
[2026-01-23T20:36:03.914494] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2026-01-23T20:36:03.915302] [INFO ] [main      ] Progress: 220/420 forecasts completed (52.4%). ARCC finished in 0.6s. ETA: 34.9s. Rate: 344.01 forecasts/min
[2026-01-23T20:36:03.926351] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:03.927656] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2026-01-23T20:36:03.927709] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2026-01-23T20:36:03.927740] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2026-01-23T20:36:03.928603] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:03.928666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:03.930395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:03.930923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:03.931315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:03.932086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:03.934432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:03.936341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:03.993116] [DEBUG] [MAG       ] BEP: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.124939] [DEBUG] [MAG       ] NEM: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.161719] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:04.237974] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2026-01-23T20:36:04.238046] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=43.1255%)
[2026-01-23T20:36:04.238416] [INFO ] [main      ] Fetching symbol history for AEHL...
[2026-01-23T20:36:04.238467] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2026-01-23T20:36:04.238721] [INFO ] [main      ] Progress: 221/420 forecasts completed (52.6%). BEP finished in 0.6s. ETA: 34.8s. Rate: 342.69 forecasts/min
[2026-01-23T20:36:04.250796] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:04.252093] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2026-01-23T20:36:04.252148] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2026-01-23T20:36:04.252179] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2026-01-23T20:36:04.253034] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:04.253095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:04.258036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:04.259291] [DEBUG] [MAG       ] TAP: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.259910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:04.260421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:04.260852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:04.261812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:04.316086] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:04.330998] [DEBUG] [MAG       ] VRTX: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.430389] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-23T20:36:04.430457] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=60.7726%)
[2026-01-23T20:36:04.430849] [INFO ] [main      ] Fetching symbol history for QQQI...
[2026-01-23T20:36:04.430901] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2026-01-23T20:36:04.432668] [INFO ] [main      ] Progress: 222/420 forecasts completed (52.9%). NEM finished in 0.7s. ETA: 34.7s. Rate: 342.52 forecasts/min
[2026-01-23T20:36:04.440566] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:04.443145] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:04.444247] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2026-01-23T20:36:04.444300] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2026-01-23T20:36:04.444331] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2026-01-23T20:36:04.445121] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:04.445184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:04.450180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:04.452057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:04.452554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:04.452978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:04.455520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:04.456606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:04.526623] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:04.544596] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2026-01-23T20:36:04.544708] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=63.7226%)
[2026-01-23T20:36:04.545254] [INFO ] [main      ] Fetching symbol history for COYA...
[2026-01-23T20:36:04.545319] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2026-01-23T20:36:04.546692] [INFO ] [main      ] Progress: 223/420 forecasts completed (53.1%). TAP finished in 0.7s. ETA: 34.5s. Rate: 343.06 forecasts/min
[2026-01-23T20:36:04.562023] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:04.564212] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2026-01-23T20:36:04.564301] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2026-01-23T20:36:04.564349] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2026-01-23T20:36:04.565682] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:04.565784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:04.573613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:04.607967] [DEBUG] [MAG       ] AEHL: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.639806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:04.645364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:04.675966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:04.711428] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2026-01-23T20:36:04.711709] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=51.7231%)
[2026-01-23T20:36:04.711876] [INFO ] [main      ] Fetching symbol history for BLTE...
[2026-01-23T20:36:04.711920] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2026-01-23T20:36:04.714723] [INFO ] [main      ] Progress: 224/420 forecasts completed (53.3%). VRTX finished in 0.8s. ETA: 34.3s. Rate: 343.12 forecasts/min
[2026-01-23T20:36:04.725944] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:04.727356] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2026-01-23T20:36:04.727464] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2026-01-23T20:36:04.727511] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2026-01-23T20:36:04.728473] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:04.728549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:04.735090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:04.737955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:04.738782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:04.739278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:04.794855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:04.795325] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:04.798078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:04.802896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:04.803968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:04.807358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:04.826231] [DEBUG] [MAG       ] QQQI: Last date is validated at 2026-01-23
[2026-01-23T20:36:04.879599] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2026-01-23T20:36:04.879677] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=6.99% (Conf=38.1053%)
[2026-01-23T20:36:04.879843] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-23T20:36:04.879888] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-23T20:36:04.881676] [INFO ] [main      ] Progress: 225/420 forecasts completed (53.6%). AEHL finished in 0.6s. ETA: 34.1s. Rate: 343.18 forecasts/min
[2026-01-23T20:36:04.893820] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:04.895380] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-23T20:36:04.895444] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-23T20:36:04.895479] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-23T20:36:04.896350] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:04.896411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:04.897176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:04.937728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.005366] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.042190] [DEBUG] [MAG       ] COYA: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.087277] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2026-01-23T20:36:05.087347] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=48.2582%)
[2026-01-23T20:36:05.087747] [INFO ] [main      ] Progress: 226/420 forecasts completed (53.8%). QQQI finished in 0.7s. ETA: 33.9s. Rate: 342.91 forecasts/min
[2026-01-23T20:36:05.087894] [INFO ] [main      ] Fetching symbol history for NXGL...
[2026-01-23T20:36:05.087938] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2026-01-23T20:36:05.100313] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.101317] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2026-01-23T20:36:05.101567] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2026-01-23T20:36:05.101624] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2026-01-23T20:36:05.102425] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:05.102487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:05.107752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:05.110467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:05.115801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.190065] [DEBUG] [MAG       ] BLTE: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.222235] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.285902] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.294776] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2026-01-23T20:36:05.294843] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=9.00% (Conf=51.8734%)
[2026-01-23T20:36:05.295001] [INFO ] [main      ] Fetching symbol history for ONDS...
[2026-01-23T20:36:05.295044] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2026-01-23T20:36:05.295912] [INFO ] [main      ] Progress: 227/420 forecasts completed (54.0%). COYA finished in 0.7s. ETA: 33.8s. Rate: 342.63 forecasts/min
[2026-01-23T20:36:05.307830] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.308865] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2026-01-23T20:36:05.308923] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2026-01-23T20:36:05.308954] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2026-01-23T20:36:05.309956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:05.310017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:05.315382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:05.316408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:05.317626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:05.319653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:05.321371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.379982] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.456866] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.524532] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2026-01-23T20:36:05.524633] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=54.3049%)
[2026-01-23T20:36:05.524813] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-23T20:36:05.524860] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-23T20:36:05.525877] [INFO ] [main      ] Progress: 228/420 forecasts completed (54.3%). BLTE finished in 0.8s. ETA: 33.7s. Rate: 342.16 forecasts/min
[2026-01-23T20:36:05.533072] [DEBUG] [MAG       ] NXGL: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.537120] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-23T20:36:05.537196] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-2.51% (Conf=55.1157%)
[2026-01-23T20:36:05.537354] [INFO ] [main      ] Fetching symbol history for COTY...
[2026-01-23T20:36:05.537425] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2026-01-23T20:36:05.538009] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.539000] [INFO ] [main      ] Progress: 229/420 forecasts completed (54.5%). MBIN finished in 0.7s. ETA: 33.4s. Rate: 343.55 forecasts/min
[2026-01-23T20:36:05.539893] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-23T20:36:05.540271] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-23T20:36:05.540308] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-23T20:36:05.541668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:05.541734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:05.543766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:05.544316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:05.544762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:05.553005] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.554091] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2026-01-23T20:36:05.554145] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2026-01-23T20:36:05.554177] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2026-01-23T20:36:05.555047] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:05.555110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:05.556872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:05.557426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:05.557911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:05.558322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:05.559262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:05.561699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.590268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:05.591390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.680536] [DEBUG] [MAG       ] ONDS: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.725980] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.788322] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2026-01-23T20:36:05.788404] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=49.2825%)
[2026-01-23T20:36:05.788821] [INFO ] [main      ] Fetching symbol history for CF...
[2026-01-23T20:36:05.788877] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2026-01-23T20:36:05.789663] [INFO ] [main      ] Progress: 230/420 forecasts completed (54.8%). NXGL finished in 0.7s. ETA: 33.2s. Rate: 342.90 forecasts/min
[2026-01-23T20:36:05.801938] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.803565] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2026-01-23T20:36:05.803652] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2026-01-23T20:36:05.803697] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2026-01-23T20:36:05.804701] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:05.804775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:05.806934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:05.807643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:05.808127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:05.851851] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:05.912615] [DEBUG] [MAG       ] COTY: Last date is validated at 2026-01-23
[2026-01-23T20:36:05.929328] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2026-01-23T20:36:05.929402] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=54.0059%)
[2026-01-23T20:36:05.929593] [INFO ] [main      ] Fetching symbol history for RILY...
[2026-01-23T20:36:05.929640] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2026-01-23T20:36:05.930647] [INFO ] [main      ] Progress: 231/420 forecasts completed (55.0%). ONDS finished in 0.6s. ETA: 33.0s. Rate: 343.18 forecasts/min
[2026-01-23T20:36:05.934295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.940515] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:05.941444] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2026-01-23T20:36:05.941496] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2026-01-23T20:36:05.941526] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2026-01-23T20:36:05.942312] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:05.942384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:05.943275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:05.944113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:05.945688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:05.974164] [DEBUG] [MAG       ] IGSB: Last date is validated at 2026-01-23
[2026-01-23T20:36:06.083533] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.143999] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2026-01-23T20:36:06.144065] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=59.9368%)
[2026-01-23T20:36:06.144221] [INFO ] [main      ] Fetching symbol history for CNO...
[2026-01-23T20:36:06.144265] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2026-01-23T20:36:06.144956] [INFO ] [main      ] Progress: 232/420 forecasts completed (55.2%). COTY finished in 0.6s. ETA: 32.9s. Rate: 342.85 forecasts/min
[2026-01-23T20:36:06.148661] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.156345] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.159038] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2026-01-23T20:36:06.159092] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2026-01-23T20:36:06.162566] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2026-01-23T20:36:06.163376] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:06.163436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:06.168380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:06.170210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:06.170710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:06.205526] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-23T20:36:06.205609] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=25.7641%)
[2026-01-23T20:36:06.205769] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-23T20:36:06.205812] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-23T20:36:06.207660] [INFO ] [main      ] Progress: 233/420 forecasts completed (55.5%). IGSB finished in 0.7s. ETA: 32.6s. Rate: 343.80 forecasts/min
[2026-01-23T20:36:06.210131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:06.211543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.217418] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.218395] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-23T20:36:06.218452] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-23T20:36:06.218483] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-23T20:36:06.219294] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:06.219368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:06.224209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:06.225183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:06.226889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:06.287981] [DEBUG] [MAG       ] RILY: Last date is validated at 2026-01-23
[2026-01-23T20:36:06.302588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:06.305870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:06.307006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.313747] [DEBUG] [MAG       ] CF: Last date is validated at 2026-01-23
[2026-01-23T20:36:06.462248] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.489352] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.536906] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2026-01-23T20:36:06.536973] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=50.5151%)
[2026-01-23T20:36:06.537133] [INFO ] [main      ] Fetching symbol history for KEYS...
[2026-01-23T20:36:06.537179] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2026-01-23T20:36:06.537663] [INFO ] [main      ] Progress: 234/420 forecasts completed (55.7%). RILY finished in 0.6s. ETA: 32.6s. Rate: 342.49 forecasts/min
[2026-01-23T20:36:06.549419] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.550544] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2026-01-23T20:36:06.550634] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2026-01-23T20:36:06.550669] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2026-01-23T20:36:06.551498] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:06.551564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:06.553383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:06.553671] [DEBUG] [MAG       ] CNO: Last date is validated at 2026-01-23
[2026-01-23T20:36:06.553996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:06.594419] [INFO ] [LOCAL     ] CF: Saved forecast.
[2026-01-23T20:36:06.594517] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=59.2726%)
[2026-01-23T20:36:06.594972] [INFO ] [main      ] Fetching symbol history for FOA...
[2026-01-23T20:36:06.595037] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2026-01-23T20:36:06.595629] [INFO ] [main      ] Progress: 235/420 forecasts completed (56.0%). CF finished in 0.8s. ETA: 32.3s. Rate: 343.47 forecasts/min
[2026-01-23T20:36:06.606358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:06.611394] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.612546] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2026-01-23T20:36:06.612656] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2026-01-23T20:36:06.612706] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2026-01-23T20:36:06.614101] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:06.614188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:06.616479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:06.617100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:06.617569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:06.619958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:06.621440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.627715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:06.629469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:06.631324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.666153] [DEBUG] [MAG       ] AUDC: Last date is validated at 2026-01-23
[2026-01-23T20:36:06.726357] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.808608] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2026-01-23T20:36:06.808677] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=54.1952%)
[2026-01-23T20:36:06.808847] [INFO ] [main      ] Fetching symbol history for KPTI...
[2026-01-23T20:36:06.808891] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2026-01-23T20:36:06.810224] [INFO ] [main      ] Progress: 236/420 forecasts completed (56.2%). CNO finished in 0.7s. ETA: 32.2s. Rate: 343.14 forecasts/min
[2026-01-23T20:36:06.821767] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.822635] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2026-01-23T20:36:06.822694] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2026-01-23T20:36:06.822728] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2026-01-23T20:36:06.823511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:06.823594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:06.828755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:06.830653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:06.831145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:06.831601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:06.840321] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:06.911438] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-23T20:36:06.911506] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=55.3167%)
[2026-01-23T20:36:06.911693] [INFO ] [main      ] Fetching symbol history for LSPD...
[2026-01-23T20:36:06.911740] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2026-01-23T20:36:06.913790] [INFO ] [main      ] Progress: 237/420 forecasts completed (56.4%). AUDC finished in 0.7s. ETA: 31.9s. Rate: 343.73 forecasts/min
[2026-01-23T20:36:06.925286] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:06.926457] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2026-01-23T20:36:06.926515] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2026-01-23T20:36:06.926548] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2026-01-23T20:36:06.927425] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:06.927489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:06.932659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:06.934515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:06.935019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:06.936153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:06.938285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.948101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:06.950115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:06.982611] [DEBUG] [MAG       ] FOA: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.012218] [DEBUG] [MAG       ] KEYS: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.173261] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.192570] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.261909] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2026-01-23T20:36:07.261979] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=67.3245%)
[2026-01-23T20:36:07.262352] [INFO ] [main      ] Progress: 238/420 forecasts completed (56.7%). FOA finished in 0.7s. ETA: 31.9s. Rate: 342.30 forecasts/min
[2026-01-23T20:36:07.262498] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-23T20:36:07.262550] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-23T20:36:07.274096] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:07.275269] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-23T20:36:07.275321] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-23T20:36:07.275351] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-23T20:36:07.276403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:07.276465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:07.281501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:07.283290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:07.283782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:07.284175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:07.292259] [DEBUG] [MAG       ] LSPD: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.304205] [DEBUG] [MAG       ] KPTI: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.331827] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2026-01-23T20:36:07.331893] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=61.376%)
[2026-01-23T20:36:07.332084] [INFO ] [main      ] Fetching symbol history for SMTC...
[2026-01-23T20:36:07.332138] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2026-01-23T20:36:07.332940] [INFO ] [main      ] Progress: 239/420 forecasts completed (56.9%). KEYS finished in 0.8s. ETA: 31.6s. Rate: 343.16 forecasts/min
[2026-01-23T20:36:07.343216] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:07.344183] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2026-01-23T20:36:07.344239] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2026-01-23T20:36:07.344278] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2026-01-23T20:36:07.345096] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:07.345157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:07.350140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:07.352104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:07.352616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:07.353010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:07.466839] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.474664] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.540780] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2026-01-23T20:36:07.540845] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=50.6472%)
[2026-01-23T20:36:07.541001] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-23T20:36:07.541044] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-23T20:36:07.542004] [INFO ] [main      ] Progress: 240/420 forecasts completed (57.1%). LSPD finished in 0.6s. ETA: 31.5s. Rate: 342.88 forecasts/min
[2026-01-23T20:36:07.550773] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2026-01-23T20:36:07.550842] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=57.2377%)
[2026-01-23T20:36:07.551033] [INFO ] [main      ] Fetching symbol history for STE...
[2026-01-23T20:36:07.551096] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2026-01-23T20:36:07.552089] [INFO ] [main      ] Progress: 241/420 forecasts completed (57.4%). KPTI finished in 0.7s. ETA: 31.2s. Rate: 344.22 forecasts/min
[2026-01-23T20:36:07.553447] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:07.554366] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-23T20:36:07.554424] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-23T20:36:07.554456] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-23T20:36:07.555337] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:07.555403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:07.558108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:07.559956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:07.564454] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:07.565291] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2026-01-23T20:36:07.565350] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2026-01-23T20:36:07.565382] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2026-01-23T20:36:07.566251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:07.566316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:07.568443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:07.569011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:07.569431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:07.570541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:07.573465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:07.610958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:07.616226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:07.632527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:07.634410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:07.635138] [DEBUG] [MAG       ] ARI: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.636431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:07.713939] [DEBUG] [MAG       ] SMTC: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.808639] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.868791] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-23T20:36:07.868858] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=61.1927%)
[2026-01-23T20:36:07.869192] [INFO ] [main      ] Fetching symbol history for ULTA...
[2026-01-23T20:36:07.869249] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2026-01-23T20:36:07.869661] [INFO ] [main      ] Progress: 242/420 forecasts completed (57.6%). ARI finished in 0.6s. ETA: 31.1s. Rate: 343.06 forecasts/min
[2026-01-23T20:36:07.880633] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:07.881352] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2026-01-23T20:36:07.881403] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2026-01-23T20:36:07.881434] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2026-01-23T20:36:07.882201] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:07.882263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:07.887018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:07.888851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:07.889320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:07.889724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:07.890624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:07.891145] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:07.891565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:07.892187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:07.976384] [DEBUG] [MAG       ] STE: Last date is validated at 2026-01-23
[2026-01-23T20:36:07.996104] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-23
[2026-01-23T20:36:08.023744] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2026-01-23T20:36:08.023814] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=56.7246%)
[2026-01-23T20:36:08.023982] [INFO ] [main      ] Fetching symbol history for PKX...
[2026-01-23T20:36:08.024028] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2026-01-23T20:36:08.025064] [INFO ] [main      ] Progress: 243/420 forecasts completed (57.9%). SMTC finished in 0.7s. ETA: 30.9s. Rate: 343.21 forecasts/min
[2026-01-23T20:36:08.036048] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:08.036813] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2026-01-23T20:36:08.036866] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2026-01-23T20:36:08.036898] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2026-01-23T20:36:08.037715] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:08.037775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:08.077840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:08.079445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:08.080889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:08.156632] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:08.171923] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:08.248796] [DEBUG] [MAG       ] ULTA: Last date is validated at 2026-01-23
[2026-01-23T20:36:08.278689] [INFO ] [LOCAL     ] STE: Saved forecast.
[2026-01-23T20:36:08.278759] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=48.8129%)
[2026-01-23T20:36:08.278926] [INFO ] [main      ] Fetching symbol history for DRIO...
[2026-01-23T20:36:08.278971] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2026-01-23T20:36:08.280692] [INFO ] [main      ] Progress: 244/420 forecasts completed (58.1%). STE finished in 0.7s. ETA: 30.8s. Rate: 342.56 forecasts/min
[2026-01-23T20:36:08.292720] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:08.293672] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2026-01-23T20:36:08.293728] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2026-01-23T20:36:08.293760] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2026-01-23T20:36:08.294625] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:08.294690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:08.300007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:08.311116] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-23T20:36:08.311180] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=27.7051%)
[2026-01-23T20:36:08.311336] [INFO ] [main      ] Fetching symbol history for SBI...
[2026-01-23T20:36:08.311380] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2026-01-23T20:36:08.312734] [INFO ] [main      ] Progress: 245/420 forecasts completed (58.3%). EVSD finished in 0.8s. ETA: 30.5s. Rate: 343.71 forecasts/min
[2026-01-23T20:36:08.324700] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:08.325659] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2026-01-23T20:36:08.325716] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2026-01-23T20:36:08.325749] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2026-01-23T20:36:08.326598] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-23T20:36:08.326680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:08.331955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:08.333918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:08.334807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:08.335259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:08.335688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:08.336486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:08.337342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:08.340169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:08.426925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:08.428944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:08.431390] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:08.452569] [DEBUG] [MAG       ] PKX: Last date is validated at 2026-01-23
[2026-01-23T20:36:08.461682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:08.463791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:08.508000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:08.509397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:08.561972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:08.563056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:08.564371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:08.595557] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2026-01-23T20:36:08.595654] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=63.5582%)
[2026-01-23T20:36:08.596081] [INFO ] [main      ] Progress: 246/420 forecasts completed (58.6%). ULTA finished in 0.7s. ETA: 30.5s. Rate: 342.84 forecasts/min
[2026-01-23T20:36:08.596233] [INFO ] [main      ] Fetching symbol history for GBX...
[2026-01-23T20:36:08.596288] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2026-01-23T20:36:08.607432] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:08.608423] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2026-01-23T20:36:08.608490] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2026-01-23T20:36:08.608523] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2026-01-23T20:36:08.609376] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:08.609452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:08.611228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:08.611784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:08.612189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:08.612998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:08.613897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:08.616102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:08.641762] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:08.650109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:08.751327] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2026-01-23T20:36:08.751405] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-5.60% (Conf=48.5815%)
[2026-01-23T20:36:08.751586] [INFO ] [main      ] Fetching symbol history for HALO...
[2026-01-23T20:36:08.751631] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2026-01-23T20:36:08.751876] [INFO ] [main      ] Progress: 247/420 forecasts completed (58.8%). PKX finished in 0.7s. ETA: 30.3s. Rate: 343.00 forecasts/min
[2026-01-23T20:36:08.763165] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:08.764254] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2026-01-23T20:36:08.764310] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2026-01-23T20:36:08.764343] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2026-01-23T20:36:08.765287] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:08.765354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:08.792281] [DEBUG] [MAG       ] DRIO: Last date is validated at 2026-01-23
[2026-01-23T20:36:08.815639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:08.818868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:08.961523] [DEBUG] [MAG       ] GBX: Last date is validated at 2026-01-23
[2026-01-23T20:36:08.973007] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:08.991383] [DEBUG] [MAG       ] SBI: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.063435] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2026-01-23T20:36:09.063506] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=53.2489%)
[2026-01-23T20:36:09.063882] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-23T20:36:09.063950] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-23T20:36:09.064663] [INFO ] [main      ] Progress: 248/420 forecasts completed (59.0%). DRIO finished in 0.8s. ETA: 30.2s. Rate: 341.91 forecasts/min
[2026-01-23T20:36:09.077850] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.078934] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-23T20:36:09.078995] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-23T20:36:09.079033] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-23T20:36:09.079970] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:09.080036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:09.085296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:09.087193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:09.087848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:09.090324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:09.091143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:09.092790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.139396] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.168487] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.188561] [DEBUG] [MAG       ] HALO: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.236825] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2026-01-23T20:36:09.236851] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2026-01-23T20:36:09.236893] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2026-01-23T20:36:09.236946] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=41.182%)
[2026-01-23T20:36:09.237069] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-23T20:36:09.237095] [INFO ] [main      ] Fetching symbol history for PRAA...
[2026-01-23T20:36:09.237112] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-23T20:36:09.237141] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2026-01-23T20:36:09.238243] [INFO ] [main      ] Progress: 249/420 forecasts completed (59.3%). SBI finished in 0.9s. ETA: 30.0s. Rate: 341.92 forecasts/min
[2026-01-23T20:36:09.238407] [INFO ] [main      ] Progress: 250/420 forecasts completed (59.5%). GBX finished in 0.6s. ETA: 29.7s. Rate: 343.30 forecasts/min
[2026-01-23T20:36:09.249799] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.249798] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.250809] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2026-01-23T20:36:09.250894] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2026-01-23T20:36:09.250928] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2026-01-23T20:36:09.251767] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:09.251832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:09.252438] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-23T20:36:09.252499] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-23T20:36:09.252532] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-23T20:36:09.253359] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:09.253421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:09.253655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:09.254179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:09.254685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:09.257435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:09.258149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:09.259380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:09.259544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:09.260154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:09.261701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:09.261940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.264058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.359215] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.447165] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.474994] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2026-01-23T20:36:09.475059] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=58.1687%)
[2026-01-23T20:36:09.475222] [INFO ] [main      ] Fetching symbol history for LKQ...
[2026-01-23T20:36:09.475274] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2026-01-23T20:36:09.476665] [INFO ] [main      ] Progress: 251/420 forecasts completed (59.8%). HALO finished in 0.7s. ETA: 29.6s. Rate: 342.80 forecasts/min
[2026-01-23T20:36:09.486801] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.488596] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2026-01-23T20:36:09.488651] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2026-01-23T20:36:09.488692] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2026-01-23T20:36:09.489494] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:09.489558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:09.494390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:09.496215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:09.497096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:09.497608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:09.498029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:09.498963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:09.501492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:09.542315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.608052] [DEBUG] [MAG       ] TRI: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.609374] [DEBUG] [MAG       ] PRAA: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.623321] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.719524] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-23T20:36:09.719621] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=-2.51% (Conf=43.9866%)
[2026-01-23T20:36:09.719977] [INFO ] [main      ] Fetching symbol history for ABSI...
[2026-01-23T20:36:09.720028] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2026-01-23T20:36:09.720724] [INFO ] [main      ] Progress: 252/420 forecasts completed (60.0%). MAXI finished in 0.7s. ETA: 29.5s. Rate: 342.26 forecasts/min
[2026-01-23T20:36:09.733917] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.735181] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2026-01-23T20:36:09.735235] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-23T20:36:09.735266] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2026-01-23T20:36:09.736093] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:09.736157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:09.741465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:09.742691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:09.745340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:09.746934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:36:09.747704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:09.763885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:09.764888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.781013] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.784807] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:09.868643] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2026-01-23T20:36:09.868714] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=60.8799%)
[2026-01-23T20:36:09.868881] [INFO ] [main      ] Fetching symbol history for MGA...
[2026-01-23T20:36:09.868926] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2026-01-23T20:36:09.870690] [INFO ] [main      ] Progress: 253/420 forecasts completed (60.2%). PRAA finished in 0.6s. ETA: 29.3s. Rate: 342.46 forecasts/min
[2026-01-23T20:36:09.880687] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.881707] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2026-01-23T20:36:09.881777] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2026-01-23T20:36:09.881810] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2026-01-23T20:36:09.882612] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:09.882674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:09.902835] [DEBUG] [MAG       ] LKQ: Last date is validated at 2026-01-23
[2026-01-23T20:36:09.913801] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-23T20:36:09.913869] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=57.2798%)
[2026-01-23T20:36:09.914030] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-23T20:36:09.914073] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-23T20:36:09.915630] [INFO ] [main      ] Progress: 254/420 forecasts completed (60.5%). TRI finished in 0.7s. ETA: 29.0s. Rate: 343.46 forecasts/min
[2026-01-23T20:36:09.927220] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:09.928340] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-23T20:36:09.928409] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-23T20:36:09.928447] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-23T20:36:09.929461] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:09.929523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:09.934774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:09.935537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:09.936754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:09.937222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:09.937647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:09.938389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:09.939044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:09.940715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:09.942024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:10.083867] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:10.121386] [DEBUG] [MAG       ] ABSI: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.178815] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2026-01-23T20:36:10.178890] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=57.6575%)
[2026-01-23T20:36:10.179251] [INFO ] [main      ] Progress: 255/420 forecasts completed (60.7%). LKQ finished in 0.7s. ETA: 28.9s. Rate: 342.78 forecasts/min
[2026-01-23T20:36:10.179386] [INFO ] [main      ] Fetching symbol history for OMF...
[2026-01-23T20:36:10.179428] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2026-01-23T20:36:10.191541] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:10.192428] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2026-01-23T20:36:10.192486] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2026-01-23T20:36:10.192517] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2026-01-23T20:36:10.193380] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:10.193459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:10.198649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:10.200619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:10.201126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:10.201627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:10.202042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:10.246699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:10.247685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:10.249009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:10.291510] [DEBUG] [MAG       ] MGA: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.292525] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.303752] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:10.385744] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2026-01-23T20:36:10.385825] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=48.3267%)
[2026-01-23T20:36:10.386028] [INFO ] [main      ] Fetching symbol history for PUBM...
[2026-01-23T20:36:10.386081] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2026-01-23T20:36:10.386850] [INFO ] [main      ] Progress: 256/420 forecasts completed (61.0%). ABSI finished in 0.7s. ETA: 28.7s. Rate: 342.53 forecasts/min
[2026-01-23T20:36:10.403416] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:10.404813] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2026-01-23T20:36:10.404884] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2026-01-23T20:36:10.404932] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2026-01-23T20:36:10.405983] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:10.406051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:10.408194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:10.408978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:10.409475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:10.464255] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:10.474541] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:10.528478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:10.533777] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-23T20:36:10.533842] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=54.9399%)
[2026-01-23T20:36:10.534003] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-23T20:36:10.534045] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-23T20:36:10.534849] [INFO ] [main      ] Progress: 257/420 forecasts completed (61.2%). VCSH finished in 0.6s. ETA: 28.5s. Rate: 342.74 forecasts/min
[2026-01-23T20:36:10.547251] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:10.548128] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-23T20:36:10.548181] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-23T20:36:10.548213] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-23T20:36:10.549124] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:10.549194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:10.550015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:10.550126] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2026-01-23T20:36:10.550185] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=64.553%)
[2026-01-23T20:36:10.550513] [INFO ] [main      ] Fetching symbol history for ATOM...
[2026-01-23T20:36:10.550563] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2026-01-23T20:36:10.551435] [INFO ] [main      ] Progress: 258/420 forecasts completed (61.4%). MGA finished in 0.7s. ETA: 28.3s. Rate: 343.95 forecasts/min
[2026-01-23T20:36:10.561889] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:10.562950] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2026-01-23T20:36:10.563004] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2026-01-23T20:36:10.563035] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2026-01-23T20:36:10.563818] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:10.563881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:10.568673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:10.570506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:10.570989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:10.609288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:10.610419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:10.612090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:10.613140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:10.613816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:10.669732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:10.671879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:10.673168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:10.674419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:10.676231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:10.676738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:10.677910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:10.679999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:10.681798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:10.700385] [DEBUG] [MAG       ] OMF: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.875160] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:10.904406] [DEBUG] [MAG       ] PUBM: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.969677] [DEBUG] [MAG       ] ATOM: Last date is validated at 2026-01-23
[2026-01-23T20:36:10.974949] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2026-01-23T20:36:10.975025] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=51.2296%)
[2026-01-23T20:36:10.975376] [INFO ] [main      ] Fetching symbol history for MCI...
[2026-01-23T20:36:10.975426] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2026-01-23T20:36:10.975657] [INFO ] [main      ] Progress: 259/420 forecasts completed (61.7%). OMF finished in 0.8s. ETA: 28.2s. Rate: 342.05 forecasts/min
[2026-01-23T20:36:10.986478] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:10.987554] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2026-01-23T20:36:10.987627] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2026-01-23T20:36:10.987659] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2026-01-23T20:36:10.988457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:10.988521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:10.993406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:10.994436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:10.997140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:10.999188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:11.000307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.032270] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-23
[2026-01-23T20:36:11.076615] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.140799] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.149936] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2026-01-23T20:36:11.150016] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=44.1431%)
[2026-01-23T20:36:11.150182] [INFO ] [main      ] Fetching symbol history for SUNS...
[2026-01-23T20:36:11.150227] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2026-01-23T20:36:11.151669] [INFO ] [main      ] Progress: 260/420 forecasts completed (61.9%). PUBM finished in 0.8s. ETA: 28.1s. Rate: 342.05 forecasts/min
[2026-01-23T20:36:11.162861] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.163801] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2026-01-23T20:36:11.163855] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2026-01-23T20:36:11.163886] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2026-01-23T20:36:11.164702] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:11.164764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:11.170056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:11.170911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:11.171516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.208276] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.233383] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2026-01-23T20:36:11.233451] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=9.89% (Conf=58.8046%)
[2026-01-23T20:36:11.233858] [INFO ] [main      ] Progress: 261/420 forecasts completed (62.1%). ATOM finished in 0.7s. ETA: 27.8s. Rate: 342.75 forecasts/min
[2026-01-23T20:36:11.233996] [INFO ] [main      ] Fetching symbol history for GTX...
[2026-01-23T20:36:11.234039] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2026-01-23T20:36:11.246750] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.247902] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2026-01-23T20:36:11.247966] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2026-01-23T20:36:11.248009] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2026-01-23T20:36:11.249037] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:11.249108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:11.251038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:11.251743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:11.256492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.290882] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-23T20:36:11.290952] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=56.0922%)
[2026-01-23T20:36:11.291106] [INFO ] [main      ] Fetching symbol history for WBX...
[2026-01-23T20:36:11.291149] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2026-01-23T20:36:11.291833] [INFO ] [main      ] Progress: 262/420 forecasts completed (62.4%). HOMB finished in 0.8s. ETA: 27.6s. Rate: 343.62 forecasts/min
[2026-01-23T20:36:11.303073] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.304941] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2026-01-23T20:36:11.304994] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2026-01-23T20:36:11.308677] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2026-01-23T20:36:11.309497] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:11.309557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:11.314425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:11.315134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.350066] [DEBUG] [MAG       ] MCI: Last date is validated at 2026-01-23
[2026-01-23T20:36:11.523499] [DEBUG] [MAG       ] SUNS: Last date is validated at 2026-01-23
[2026-01-23T20:36:11.531307] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.608958] [DEBUG] [MAG       ] GTX: Last date is validated at 2026-01-23
[2026-01-23T20:36:11.610784] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2026-01-23T20:36:11.610851] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=52.4144%)
[2026-01-23T20:36:11.611025] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-23T20:36:11.611069] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-23T20:36:11.612007] [INFO ] [main      ] Progress: 263/420 forecasts completed (62.6%). MCI finished in 0.6s. ETA: 27.5s. Rate: 342.54 forecasts/min
[2026-01-23T20:36:11.621914] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.622987] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-23T20:36:11.623041] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-23T20:36:11.623071] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-23T20:36:11.623877] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:11.623951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:11.628940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:11.631043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:11.631554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:11.631979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:11.634329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:11.666264] [DEBUG] [MAG       ] WBX: Last date is validated at 2026-01-23
[2026-01-23T20:36:11.687729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:11.688706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:11.689852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.699769] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.764933] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2026-01-23T20:36:11.765005] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-5.70% (Conf=62.9295%)
[2026-01-23T20:36:11.765164] [INFO ] [main      ] Fetching symbol history for CNSP...
[2026-01-23T20:36:11.765208] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2026-01-23T20:36:11.765940] [INFO ] [main      ] Progress: 264/420 forecasts completed (62.9%). SUNS finished in 0.6s. ETA: 27.3s. Rate: 342.70 forecasts/min
[2026-01-23T20:36:11.777139] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.778091] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2026-01-23T20:36:11.778144] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2026-01-23T20:36:11.778187] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2026-01-23T20:36:11.779069] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:11.779132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:11.784310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:11.785312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:11.786529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:11.788087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.791128] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.850327] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:11.862963] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2026-01-23T20:36:11.863033] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=65.7706%)
[2026-01-23T20:36:11.863424] [INFO ] [main      ] Progress: 265/420 forecasts completed (63.1%). GTX finished in 0.6s. ETA: 27.1s. Rate: 343.27 forecasts/min
[2026-01-23T20:36:11.863583] [INFO ] [main      ] Fetching symbol history for ARBB...
[2026-01-23T20:36:11.863629] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2026-01-23T20:36:11.875352] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.876314] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2026-01-23T20:36:11.876372] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2026-01-23T20:36:11.876403] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2026-01-23T20:36:11.877263] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:11.877330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:11.882642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:11.884641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:11.885133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:11.885567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:11.886322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:11.929857] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2026-01-23T20:36:11.929959] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=9.09% (Conf=65.8947%)
[2026-01-23T20:36:11.930181] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-23T20:36:11.930232] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-23T20:36:11.931085] [INFO ] [main      ] Progress: 266/420 forecasts completed (63.3%). WBX finished in 0.6s. ETA: 26.9s. Rate: 344.06 forecasts/min
[2026-01-23T20:36:11.945595] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:11.946500] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-23T20:36:11.946563] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-23T20:36:11.946621] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-23T20:36:11.947813] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:11.947885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:11.949970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:11.950603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:11.952010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:11.957202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:11.958593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:11.959411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:11.960286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:11.961684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:11.964228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:11.967607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:11.968897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:11.971028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:11.971830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:11.976111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:12.060038] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.140116] [DEBUG] [MAG       ] CNSP: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.237008] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:12.311151] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-23T20:36:12.311225] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=51.1181%)
[2026-01-23T20:36:12.311562] [INFO ] [main      ] Fetching symbol history for WBTN...
[2026-01-23T20:36:12.311628] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2026-01-23T20:36:12.311659] [INFO ] [main      ] Progress: 267/420 forecasts completed (63.6%). QYLG finished in 0.7s. ETA: 26.8s. Rate: 342.55 forecasts/min
[2026-01-23T20:36:12.316127] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:12.320834] [DEBUG] [MAG       ] ARBB: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.322401] [DEBUG] [MAG       ] SHY: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.322791] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:12.323655] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2026-01-23T20:36:12.323708] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2026-01-23T20:36:12.323742] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2026-01-23T20:36:12.324542] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:12.324629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:12.329509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:12.330363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:12.331196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:12.440134] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2026-01-23T20:36:12.440198] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-12.64% (Conf=29.7596%)
[2026-01-23T20:36:12.440357] [INFO ] [main      ] Fetching symbol history for TM...
[2026-01-23T20:36:12.440409] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2026-01-23T20:36:12.441869] [INFO ] [main      ] Progress: 268/420 forecasts completed (63.8%). CNSP finished in 0.7s. ETA: 26.6s. Rate: 342.87 forecasts/min
[2026-01-23T20:36:12.453214] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:12.454881] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2026-01-23T20:36:12.454950] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2026-01-23T20:36:12.454983] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2026-01-23T20:36:12.455933] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:12.456004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:12.461945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:12.463718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:12.495937] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:12.518343] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:12.577184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:12.584755] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-23T20:36:12.584825] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=44.8688%)
[2026-01-23T20:36:12.584991] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-23T20:36:12.585037] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-23T20:36:12.586655] [INFO ] [main      ] Progress: 269/420 forecasts completed (64.0%). SHY finished in 0.7s. ETA: 26.4s. Rate: 343.09 forecasts/min
[2026-01-23T20:36:12.590597] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2026-01-23T20:36:12.590661] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=-3.04% (Conf=40.5193%)
[2026-01-23T20:36:12.590823] [INFO ] [main      ] Fetching symbol history for BOH...
[2026-01-23T20:36:12.590867] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2026-01-23T20:36:12.591805] [INFO ] [main      ] Progress: 270/420 forecasts completed (64.3%). ARBB finished in 0.7s. ETA: 26.1s. Rate: 344.33 forecasts/min
[2026-01-23T20:36:12.597739] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:12.598757] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-23T20:36:12.598826] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-23T20:36:12.598859] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-23T20:36:12.599837] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:12.599915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:12.601889] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:12.602854] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2026-01-23T20:36:12.602911] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2026-01-23T20:36:12.602942] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2026-01-23T20:36:12.603768] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:12.603833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:12.605398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:12.607659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:12.608250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:12.608732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:12.608834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:12.609721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:12.610934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:12.614972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:12.616080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:12.689065] [DEBUG] [MAG       ] WBTN: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.729022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:12.730481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:12.732774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:12.733283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:12.734430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:12.736498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:12.880352] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:12.935323] [DEBUG] [MAG       ] TM: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.969844] [DEBUG] [MAG       ] BOH: Last date is validated at 2026-01-23
[2026-01-23T20:36:12.971317] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2026-01-23T20:36:12.971406] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=36.3287%)
[2026-01-23T20:36:12.971795] [INFO ] [main      ] Fetching symbol history for VEEE...
[2026-01-23T20:36:12.971847] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2026-01-23T20:36:12.972653] [INFO ] [main      ] Progress: 271/420 forecasts completed (64.5%). WBTN finished in 0.7s. ETA: 26.1s. Rate: 342.83 forecasts/min
[2026-01-23T20:36:12.984526] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:12.985498] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2026-01-23T20:36:12.985554] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2026-01-23T20:36:12.985607] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2026-01-23T20:36:12.986467] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:12.986545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:12.989079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:13.073689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:13.075389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:13.076177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:13.079641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.103242] [DEBUG] [MAG       ] ESTC: Last date is validated at 2026-01-23
[2026-01-23T20:36:13.114880] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.140505] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.229869] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2026-01-23T20:36:13.229943] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=56.6925%)
[2026-01-23T20:36:13.230342] [INFO ] [main      ] Fetching symbol history for UMC...
[2026-01-23T20:36:13.230395] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2026-01-23T20:36:13.231214] [INFO ] [main      ] Progress: 272/420 forecasts completed (64.8%). BOH finished in 0.6s. ETA: 25.9s. Rate: 342.23 forecasts/min
[2026-01-23T20:36:13.233309] [INFO ] [LOCAL     ] TM: Saved forecast.
[2026-01-23T20:36:13.233388] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=57.2026%)
[2026-01-23T20:36:13.233556] [INFO ] [main      ] Fetching symbol history for HOLO...
[2026-01-23T20:36:13.233619] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2026-01-23T20:36:13.233731] [INFO ] [main      ] Progress: 273/420 forecasts completed (65.0%). TM finished in 0.8s. ETA: 25.7s. Rate: 343.47 forecasts/min
[2026-01-23T20:36:13.242611] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.243250] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2026-01-23T20:36:13.243301] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2026-01-23T20:36:13.243333] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2026-01-23T20:36:13.244108] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:13.244182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:13.245309] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.245855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:13.246123] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2026-01-23T20:36:13.246177] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2026-01-23T20:36:13.246208] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2026-01-23T20:36:13.246353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:13.247001] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:13.247063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:13.248756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:13.248776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:13.249292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:13.249724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:13.249730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:13.250664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:36:13.252202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.253968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:13.255274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:13.256889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:36:13.262738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.283846] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.417763] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-23T20:36:13.417825] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=50.4264%)
[2026-01-23T20:36:13.417992] [INFO ] [main      ] Fetching symbol history for FLYE...
[2026-01-23T20:36:13.418036] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2026-01-23T20:36:13.418896] [INFO ] [main      ] Progress: 274/420 forecasts completed (65.2%). ESTC finished in 0.8s. ETA: 25.5s. Rate: 343.40 forecasts/min
[2026-01-23T20:36:13.430061] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.431198] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2026-01-23T20:36:13.431251] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2026-01-23T20:36:13.431282] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2026-01-23T20:36:13.432063] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:13.432124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:13.433799] [DEBUG] [MAG       ] VEEE: Last date is validated at 2026-01-23
[2026-01-23T20:36:13.436965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:13.438806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:13.439272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:13.439714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.598289] [DEBUG] [MAG       ] HOLO: Last date is validated at 2026-01-23
[2026-01-23T20:36:13.606997] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.621349] [DEBUG] [MAG       ] UMC: Last date is validated at 2026-01-23
[2026-01-23T20:36:13.681490] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2026-01-23T20:36:13.681556] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-5.65% (Conf=59.5977%)
[2026-01-23T20:36:13.681744] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-23T20:36:13.681788] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-23T20:36:13.682854] [INFO ] [main      ] Progress: 275/420 forecasts completed (65.5%). VEEE finished in 0.7s. ETA: 25.4s. Rate: 342.76 forecasts/min
[2026-01-23T20:36:13.694134] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.695043] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-23T20:36:13.695095] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-23T20:36:13.695127] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-23T20:36:13.695948] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:13.696009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:13.696886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:36:13.697684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:13.698380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:13.700046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.772342] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.790306] [DEBUG] [MAG       ] FLYE: Last date is validated at 2026-01-23
[2026-01-23T20:36:13.792301] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.863907] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2026-01-23T20:36:13.863974] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=62.6217%)
[2026-01-23T20:36:13.864311] [INFO ] [main      ] Progress: 276/420 forecasts completed (65.7%). UMC finished in 0.6s. ETA: 25.2s. Rate: 342.71 forecasts/min
[2026-01-23T20:36:13.864439] [INFO ] [main      ] Fetching symbol history for BANX...
[2026-01-23T20:36:13.864482] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2026-01-23T20:36:13.874980] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.875713] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2026-01-23T20:36:13.875764] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2026-01-23T20:36:13.875795] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2026-01-23T20:36:13.876548] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:13.876631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:13.878302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:13.878825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:13.879214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:13.880000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:13.880733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:13.883354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:13.887756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:13.889181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:13.946441] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2026-01-23T20:36:13.946503] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=154.43% (Conf=37.878%)
[2026-01-23T20:36:13.946678] [INFO ] [main      ] Fetching symbol history for THQ...
[2026-01-23T20:36:13.946723] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2026-01-23T20:36:13.947882] [INFO ] [main      ] Progress: 277/420 forecasts completed (66.0%). HOLO finished in 0.7s. ETA: 25.0s. Rate: 343.36 forecasts/min
[2026-01-23T20:36:13.959476] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:13.961240] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:13.961877] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2026-01-23T20:36:13.961938] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2026-01-23T20:36:13.961971] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2026-01-23T20:36:13.962776] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:13.962836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:13.967814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:14.055992] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-23
[2026-01-23T20:36:14.078519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:14.080525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:14.081333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:14.156404] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2026-01-23T20:36:14.156468] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-94.28% (Conf=34.7569%)
[2026-01-23T20:36:14.156642] [INFO ] [main      ] Fetching symbol history for LNZA...
[2026-01-23T20:36:14.156687] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2026-01-23T20:36:14.160736] [INFO ] [main      ] Progress: 278/420 forecasts completed (66.2%). FLYE finished in 0.7s. ETA: 24.8s. Rate: 343.09 forecasts/min
[2026-01-23T20:36:14.168668] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:14.169857] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2026-01-23T20:36:14.169915] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2026-01-23T20:36:14.169946] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2026-01-23T20:36:14.170787] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:14.170849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:14.176294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:14.177334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:14.181972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:14.183061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:14.184251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:14.232259] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:14.235022] [DEBUG] [MAG       ] BANX: Last date is validated at 2026-01-23
[2026-01-23T20:36:14.353260] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-23T20:36:14.353328] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=49.6509%)
[2026-01-23T20:36:14.353721] [INFO ] [main      ] Fetching symbol history for ALHC...
[2026-01-23T20:36:14.353773] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2026-01-23T20:36:14.354661] [INFO ] [main      ] Progress: 279/420 forecasts completed (66.4%). VAC finished in 0.7s. ETA: 24.7s. Rate: 342.96 forecasts/min
[2026-01-23T20:36:14.365230] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:14.366096] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2026-01-23T20:36:14.366147] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2026-01-23T20:36:14.366178] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2026-01-23T20:36:14.366972] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:14.367032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:14.372716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:14.415288] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:14.418115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:14.419239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:14.420519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:14.432602] [DEBUG] [MAG       ] THQ: Last date is validated at 2026-01-23
[2026-01-23T20:36:14.482183] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2026-01-23T20:36:14.482258] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=56.8894%)
[2026-01-23T20:36:14.482699] [INFO ] [main      ] Progress: 280/420 forecasts completed (66.7%). BANX finished in 0.6s. ETA: 24.5s. Rate: 343.29 forecasts/min
[2026-01-23T20:36:14.482836] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-23T20:36:14.482879] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-23T20:36:14.494697] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:14.495655] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-23T20:36:14.495707] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-23T20:36:14.495738] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-23T20:36:14.496512] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:14.496592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:14.501512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:14.503341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:14.504197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:14.504611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:14.505492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:14.529692] [DEBUG] [MAG       ] LNZA: Last date is validated at 2026-01-23
[2026-01-23T20:36:14.603973] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:14.618102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:14.670165] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2026-01-23T20:36:14.670234] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=55.025%)
[2026-01-23T20:36:14.670394] [INFO ] [main      ] Fetching symbol history for METCB...
[2026-01-23T20:36:14.670440] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2026-01-23T20:36:14.670877] [INFO ] [main      ] Progress: 281/420 forecasts completed (66.9%). THQ finished in 0.7s. ETA: 24.3s. Rate: 343.19 forecasts/min
[2026-01-23T20:36:14.682611] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:14.683513] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2026-01-23T20:36:14.683590] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2026-01-23T20:36:14.683627] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2026-01-23T20:36:14.684405] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:14.684481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:14.685252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:14.686051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:14.702882] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:14.769569] [DEBUG] [MAG       ] ALHC: Last date is validated at 2026-01-23
[2026-01-23T20:36:14.951051] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:14.961342] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.009251] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2026-01-23T20:36:15.009317] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=47.7651%)
[2026-01-23T20:36:15.009491] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-23T20:36:15.009536] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-23T20:36:15.009869] [INFO ] [main      ] Progress: 282/420 forecasts completed (67.1%). LNZA finished in 0.9s. ETA: 24.2s. Rate: 342.06 forecasts/min
[2026-01-23T20:36:15.021466] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.022356] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-23T20:36:15.022407] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-23T20:36:15.022439] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-23T20:36:15.023221] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:15.023279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:15.024008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.031746] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2026-01-23T20:36:15.031813] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=45.3705%)
[2026-01-23T20:36:15.032170] [INFO ] [main      ] Progress: 283/420 forecasts completed (67.4%). ALHC finished in 0.7s. ETA: 24.0s. Rate: 343.11 forecasts/min
[2026-01-23T20:36:15.032300] [INFO ] [main      ] Fetching symbol history for WOOD...
[2026-01-23T20:36:15.032342] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2026-01-23T20:36:15.042647] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.043336] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2026-01-23T20:36:15.043387] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2026-01-23T20:36:15.043418] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2026-01-23T20:36:15.044202] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:15.044267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:15.045934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:15.048011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:15.058034] [DEBUG] [MAG       ] METCB: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.063213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:15.065367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:15.065945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:15.067066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:15.069190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:15.070715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:15.071644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:15.073532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.134066] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.207143] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-23T20:36:15.207208] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=57.4301%)
[2026-01-23T20:36:15.207663] [INFO ] [main      ] Fetching symbol history for PDBC...
[2026-01-23T20:36:15.207717] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2026-01-23T20:36:15.208677] [INFO ] [main      ] Progress: 284/420 forecasts completed (67.6%). BXSL finished in 0.7s. ETA: 23.8s. Rate: 343.10 forecasts/min
[2026-01-23T20:36:15.218972] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.220463] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2026-01-23T20:36:15.220521] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2026-01-23T20:36:15.220553] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2026-01-23T20:36:15.221360] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:15.221424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:15.226445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:15.228309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:15.228846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:15.228988] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.229245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:15.230221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.304711] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2026-01-23T20:36:15.304779] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=4.78% (Conf=57.4076%)
[2026-01-23T20:36:15.304948] [INFO ] [main      ] Fetching symbol history for GFI...
[2026-01-23T20:36:15.305005] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2026-01-23T20:36:15.306134] [INFO ] [main      ] Progress: 285/420 forecasts completed (67.9%). METCB finished in 0.6s. ETA: 23.6s. Rate: 343.64 forecasts/min
[2026-01-23T20:36:15.317492] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.318283] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2026-01-23T20:36:15.318340] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2026-01-23T20:36:15.318373] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2026-01-23T20:36:15.319212] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:15.319273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:15.320208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.367037] [DEBUG] [MAG       ] CDC: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.424557] [DEBUG] [MAG       ] WOOD: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.538376] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.594050] [DEBUG] [MAG       ] PDBC: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.595204] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.611072] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-23T20:36:15.611139] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=46.1732%)
[2026-01-23T20:36:15.611299] [INFO ] [main      ] Fetching symbol history for MNY...
[2026-01-23T20:36:15.611344] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2026-01-23T20:36:15.611926] [INFO ] [main      ] Progress: 286/420 forecasts completed (68.1%). CDC finished in 0.6s. ETA: 23.5s. Rate: 342.74 forecasts/min
[2026-01-23T20:36:15.623743] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.624568] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2026-01-23T20:36:15.624865] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2026-01-23T20:36:15.624907] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2026-01-23T20:36:15.625709] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:15.625768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:15.630848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.669495] [DEBUG] [MAG       ] GFI: Last date is validated at 2026-01-23
[2026-01-23T20:36:15.777724] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.794760] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2026-01-23T20:36:15.794829] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=54.9979%)
[2026-01-23T20:36:15.795000] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-23T20:36:15.795050] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-23T20:36:15.796546] [INFO ] [main      ] Progress: 287/420 forecasts completed (68.3%). WOOD finished in 0.8s. ETA: 23.3s. Rate: 342.67 forecasts/min
[2026-01-23T20:36:15.809451] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.811636] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-23T20:36:15.811695] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-23T20:36:15.811729] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-23T20:36:15.812548] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:15.812635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:15.816013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:15.816601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:15.817203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:15.819035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:15.821481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:15.823919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:15.846327] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2026-01-23T20:36:15.846397] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=57.5687%)
[2026-01-23T20:36:15.846561] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-23T20:36:15.846623] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-23T20:36:15.848024] [INFO ] [main      ] Progress: 288/420 forecasts completed (68.6%). PDBC finished in 0.6s. ETA: 23.1s. Rate: 343.51 forecasts/min
[2026-01-23T20:36:15.852635] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:15.864535] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.865457] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-23T20:36:15.865520] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-23T20:36:15.865552] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-23T20:36:15.866514] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-23T20:36:15.941871] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2026-01-23T20:36:15.941934] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=44.6077%)
[2026-01-23T20:36:15.942100] [INFO ] [main      ] Fetching symbol history for VTS...
[2026-01-23T20:36:15.942144] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2026-01-23T20:36:15.943022] [INFO ] [main      ] Progress: 289/420 forecasts completed (68.8%). GFI finished in 0.6s. ETA: 22.8s. Rate: 344.06 forecasts/min
[2026-01-23T20:36:15.953760] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:15.954845] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2026-01-23T20:36:15.954898] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2026-01-23T20:36:15.954929] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2026-01-23T20:36:15.955765] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:15.955826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:15.960674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:15.962475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:15.963006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:15.963394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:16.006249] [DEBUG] [MAG       ] MNY: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.174000] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.181494] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:16.230463] [DEBUG] [MAG       ] GIS: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.236507] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2026-01-23T20:36:16.236607] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=47.227%)
[2026-01-23T20:36:16.236782] [INFO ] [main      ] Fetching symbol history for S...
[2026-01-23T20:36:16.236838] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2026-01-23T20:36:16.237961] [INFO ] [main      ] Progress: 290/420 forecasts completed (69.0%). MNY finished in 0.6s. ETA: 22.7s. Rate: 343.24 forecasts/min
[2026-01-23T20:36:16.248871] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:16.249990] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2026-01-23T20:36:16.250045] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-23T20:36:16.250078] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2026-01-23T20:36:16.250973] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:16.251047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:16.256243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:16.258166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:16.258732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:16.259194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:16.259659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:16.260716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:16.315342] [DEBUG] [MAG       ] VTS: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.353590] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:16.399937] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:16.415238] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-23T20:36:16.415303] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=64.7029%)
[2026-01-23T20:36:16.415658] [INFO ] [main      ] Fetching symbol history for IBB...
[2026-01-23T20:36:16.415710] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2026-01-23T20:36:16.416496] [INFO ] [main      ] Progress: 291/420 forecasts completed (69.3%). UNMA finished in 0.6s. ETA: 22.6s. Rate: 343.21 forecasts/min
[2026-01-23T20:36:16.427120] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:16.428095] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2026-01-23T20:36:16.428149] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2026-01-23T20:36:16.428181] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2026-01-23T20:36:16.428992] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:16.429056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:16.430864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:16.431403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:16.431854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:16.432835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:16.483331] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-23T20:36:16.483397] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=54.4664%)
[2026-01-23T20:36:16.483785] [INFO ] [main      ] Fetching symbol history for SSYS...
[2026-01-23T20:36:16.483836] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2026-01-23T20:36:16.485846] [INFO ] [main      ] Progress: 292/420 forecasts completed (69.5%). GIS finished in 0.6s. ETA: 22.3s. Rate: 343.92 forecasts/min
[2026-01-23T20:36:16.495962] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:16.497015] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2026-01-23T20:36:16.497068] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2026-01-23T20:36:16.497099] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2026-01-23T20:36:16.497133] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:16.498102] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:16.498166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:16.503616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:16.505963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:16.506430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:16.506835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:16.508605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:16.548426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:16.573236] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2026-01-23T20:36:16.573303] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=64.626%)
[2026-01-23T20:36:16.573859] [INFO ] [main      ] Fetching symbol history for EMN...
[2026-01-23T20:36:16.573912] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2026-01-23T20:36:16.574651] [INFO ] [main      ] Progress: 293/420 forecasts completed (69.8%). VTS finished in 0.6s. ETA: 22.1s. Rate: 344.50 forecasts/min
[2026-01-23T20:36:16.586596] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:16.587828] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2026-01-23T20:36:16.587884] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2026-01-23T20:36:16.587916] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2026-01-23T20:36:16.588737] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:16.588798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:16.593870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:16.595733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:16.596226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:16.596653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:16.598909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:16.599767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:16.601839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:16.624551] [DEBUG] [MAG       ] S: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.780519] [DEBUG] [MAG       ] IBB: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.795637] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:16.876501] [INFO ] [LOCAL     ] S: Saved forecast.
[2026-01-23T20:36:16.876605] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=5.42% (Conf=63.3835%)
[2026-01-23T20:36:16.876781] [INFO ] [main      ] Fetching symbol history for ZBH...
[2026-01-23T20:36:16.876827] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2026-01-23T20:36:16.879691] [INFO ] [main      ] Progress: 294/420 forecasts completed (70.0%). S finished in 0.6s. ETA: 22.0s. Rate: 343.62 forecasts/min
[2026-01-23T20:36:16.891087] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:16.892259] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2026-01-23T20:36:16.892310] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2026-01-23T20:36:16.892340] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2026-01-23T20:36:16.893205] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:16.893268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:16.894964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:16.895472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:16.895944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:16.896337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:16.947960] [DEBUG] [MAG       ] SSYS: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.952814] [DEBUG] [MAG       ] EMN: Last date is validated at 2026-01-23
[2026-01-23T20:36:16.958368] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.015825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:17.017031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:36:17.018727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.059621] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2026-01-23T20:36:17.059691] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=57.5771%)
[2026-01-23T20:36:17.059852] [INFO ] [main      ] Fetching symbol history for CBUS...
[2026-01-23T20:36:17.059895] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2026-01-23T20:36:17.060876] [INFO ] [main      ] Progress: 295/420 forecasts completed (70.2%). IBB finished in 0.6s. ETA: 21.8s. Rate: 343.58 forecasts/min
[2026-01-23T20:36:17.070549] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.071348] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2026-01-23T20:36:17.071405] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2026-01-23T20:36:17.071436] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2026-01-23T20:36:17.072235] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:17.072299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:17.077117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:17.078922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:17.079390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:17.079795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:17.082279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:17.084076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:17.085978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:17.090284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:17.091633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.118398] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.125282] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.198897] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2026-01-23T20:36:17.198972] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=57.6051%)
[2026-01-23T20:36:17.199134] [INFO ] [main      ] Fetching symbol history for DNTH...
[2026-01-23T20:36:17.199178] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2026-01-23T20:36:17.199968] [INFO ] [main      ] Progress: 296/420 forecasts completed (70.5%). SSYS finished in 0.7s. ETA: 21.6s. Rate: 343.81 forecasts/min
[2026-01-23T20:36:17.212060] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.212867] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2026-01-23T20:36:17.212925] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-23T20:36:17.212957] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2026-01-23T20:36:17.213780] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:17.213840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:17.214562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:17.215420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:17.227422] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2026-01-23T20:36:17.227492] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=54.5505%)
[2026-01-23T20:36:17.227868] [INFO ] [main      ] Fetching symbol history for EZGO...
[2026-01-23T20:36:17.227919] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2026-01-23T20:36:17.228640] [INFO ] [main      ] Progress: 297/420 forecasts completed (70.7%). EMN finished in 0.7s. ETA: 21.4s. Rate: 344.79 forecasts/min
[2026-01-23T20:36:17.230006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.238960] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.240075] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2026-01-23T20:36:17.240128] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2026-01-23T20:36:17.240160] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2026-01-23T20:36:17.240952] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:17.241017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:17.242715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:17.243227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:17.243674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:17.244569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:17.247055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:17.248095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:17.249245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:17.250354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.435014] [DEBUG] [MAG       ] ZBH: Last date is validated at 2026-01-23
[2026-01-23T20:36:17.448220] [DEBUG] [MAG       ] CBUS: Last date is validated at 2026-01-23
[2026-01-23T20:36:17.575295] [DEBUG] [MAG       ] DNTH: Last date is validated at 2026-01-23
[2026-01-23T20:36:17.601363] [DEBUG] [MAG       ] EZGO: Last date is validated at 2026-01-23
[2026-01-23T20:36:17.606847] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.624927] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.691038] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2026-01-23T20:36:17.691102] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=8.07% (Conf=60.5144%)
[2026-01-23T20:36:17.691289] [INFO ] [main      ] Fetching symbol history for MOD...
[2026-01-23T20:36:17.691333] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2026-01-23T20:36:17.691994] [INFO ] [main      ] Progress: 298/420 forecasts completed (71.0%). CBUS finished in 0.6s. ETA: 21.3s. Rate: 342.87 forecasts/min
[2026-01-23T20:36:17.702781] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.703798] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2026-01-23T20:36:17.703856] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2026-01-23T20:36:17.703887] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2026-01-23T20:36:17.704678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:17.704735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:17.709140] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2026-01-23T20:36:17.709206] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=50.2566%)
[2026-01-23T20:36:17.709365] [INFO ] [main      ] Fetching symbol history for ARDX...
[2026-01-23T20:36:17.709410] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2026-01-23T20:36:17.709515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:17.710661] [INFO ] [main      ] Progress: 299/420 forecasts completed (71.2%). ZBH finished in 0.8s. ETA: 21.1s. Rate: 343.90 forecasts/min
[2026-01-23T20:36:17.710372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.721088] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.722240] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2026-01-23T20:36:17.722292] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2026-01-23T20:36:17.722323] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2026-01-23T20:36:17.723117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:17.723180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:17.728903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:17.730939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:17.731437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:17.731856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:17.732785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:17.733823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.746390] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.776164] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:17.840564] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2026-01-23T20:36:17.840648] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=51.2955%)
[2026-01-23T20:36:17.840808] [INFO ] [main      ] Fetching symbol history for TSLS...
[2026-01-23T20:36:17.840870] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2026-01-23T20:36:17.841627] [INFO ] [main      ] Progress: 300/420 forecasts completed (71.4%). DNTH finished in 0.6s. ETA: 20.9s. Rate: 344.19 forecasts/min
[2026-01-23T20:36:17.852920] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.853891] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2026-01-23T20:36:17.853952] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-23T20:36:17.856520] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2026-01-23T20:36:17.857358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:17.857453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:17.861162] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2026-01-23T20:36:17.861230] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=11.84% (Conf=60.7904%)
[2026-01-23T20:36:17.861570] [INFO ] [main      ] Fetching symbol history for MSTX...
[2026-01-23T20:36:17.861641] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2026-01-23T20:36:17.861623] [INFO ] [main      ] Progress: 301/420 forecasts completed (71.7%). EZGO finished in 0.6s. ETA: 20.7s. Rate: 345.20 forecasts/min
[2026-01-23T20:36:17.862280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:17.864150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:17.864651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:17.865037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:17.867423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:17.873508] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:17.874460] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2026-01-23T20:36:17.874518] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2026-01-23T20:36:17.874551] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2026-01-23T20:36:17.875358] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:17.875421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:17.880517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:17.905567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:17.996596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:17.997936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:18.044735] [DEBUG] [MAG       ] MOD: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.089405] [DEBUG] [MAG       ] ARDX: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.213327] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:18.255857] [DEBUG] [MAG       ] TSLS: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.279977] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:18.339429] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2026-01-23T20:36:18.339494] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.92% (Conf=41.4009%)
[2026-01-23T20:36:18.339878] [INFO ] [main      ] Fetching symbol history for RCI...
[2026-01-23T20:36:18.339929] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2026-01-23T20:36:18.339921] [INFO ] [main      ] Progress: 302/420 forecasts completed (71.9%). MOD finished in 0.6s. ETA: 20.6s. Rate: 343.21 forecasts/min
[2026-01-23T20:36:18.341196] [DEBUG] [MAG       ] MSTX: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.350653] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:18.351632] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2026-01-23T20:36:18.351688] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2026-01-23T20:36:18.351720] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2026-01-23T20:36:18.352492] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:18.352551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:18.352879] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2026-01-23T20:36:18.352945] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=4.61% (Conf=52.9801%)
[2026-01-23T20:36:18.353122] [INFO ] [main      ] Fetching symbol history for ZS...
[2026-01-23T20:36:18.353202] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2026-01-23T20:36:18.353929] [INFO ] [main      ] Progress: 303/420 forecasts completed (72.1%). ARDX finished in 0.6s. ETA: 20.4s. Rate: 344.26 forecasts/min
[2026-01-23T20:36:18.358178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:18.359529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:18.366892] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:18.367822] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2026-01-23T20:36:18.367881] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2026-01-23T20:36:18.367913] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2026-01-23T20:36:18.368756] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:18.368820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:18.369593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:18.370457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:18.434052] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:18.492505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:18.495063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:18.507828] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2026-01-23T20:36:18.507893] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=53.5905%)
[2026-01-23T20:36:18.508058] [INFO ] [main      ] Fetching symbol history for PSN...
[2026-01-23T20:36:18.508101] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2026-01-23T20:36:18.509664] [INFO ] [main      ] Progress: 304/420 forecasts completed (72.4%). TSLS finished in 0.7s. ETA: 20.2s. Rate: 344.38 forecasts/min
[2026-01-23T20:36:18.516031] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:18.518973] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:18.519820] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2026-01-23T20:36:18.519875] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2026-01-23T20:36:18.519907] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2026-01-23T20:36:18.520716] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:18.520777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:18.521708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:18.522554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:18.523669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:18.525788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:18.658434] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2026-01-23T20:36:18.658503] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=4.54% (Conf=51.6204%)
[2026-01-23T20:36:18.658881] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-23T20:36:18.658934] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-23T20:36:18.659688] [INFO ] [main      ] Progress: 305/420 forecasts completed (72.6%). MSTX finished in 0.8s. ETA: 20.0s. Rate: 344.53 forecasts/min
[2026-01-23T20:36:18.671954] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:18.672940] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-23T20:36:18.673004] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-23T20:36:18.673038] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-23T20:36:18.673872] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:18.673939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:18.679054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:18.680952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:18.681505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:18.681939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:18.682838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:18.698209] [DEBUG] [MAG       ] RCI: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.803566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:18.805243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:18.808409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:18.867489] [DEBUG] [MAG       ] PSN: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.873977] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:18.875961] [DEBUG] [MAG       ] ZS: Last date is validated at 2026-01-23
[2026-01-23T20:36:18.951068] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2026-01-23T20:36:18.951139] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=50.0943%)
[2026-01-23T20:36:18.951320] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-23T20:36:18.951367] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-23T20:36:18.952680] [INFO ] [main      ] Progress: 306/420 forecasts completed (72.9%). RCI finished in 0.6s. ETA: 19.9s. Rate: 343.77 forecasts/min
[2026-01-23T20:36:18.962959] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:18.964181] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-23T20:36:18.964236] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-23T20:36:18.964269] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-23T20:36:18.965100] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:18.965166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:18.966946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:18.967501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:18.970327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:18.973176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:18.991868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:18.995000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.038428] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.058012] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.153480] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-23
[2026-01-23T20:36:19.173101] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2026-01-23T20:36:19.173169] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=5.47% (Conf=61.672%)
[2026-01-23T20:36:19.173529] [INFO ] [main      ] Fetching symbol history for AMPX...
[2026-01-23T20:36:19.173598] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2026-01-23T20:36:19.173566] [INFO ] [main      ] Progress: 307/420 forecasts completed (73.1%). PSN finished in 0.7s. ETA: 19.7s. Rate: 343.47 forecasts/min
[2026-01-23T20:36:19.185430] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.186611] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2026-01-23T20:36:19.186668] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2026-01-23T20:36:19.186698] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2026-01-23T20:36:19.187503] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:19.187567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:19.189262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:19.189787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:19.190229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:19.190638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:19.192287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:19.194293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:19.195837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.216293] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2026-01-23T20:36:19.216365] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=58.3778%)
[2026-01-23T20:36:19.216542] [INFO ] [main      ] Fetching symbol history for SFNC...
[2026-01-23T20:36:19.216606] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2026-01-23T20:36:19.217644] [INFO ] [main      ] Progress: 308/420 forecasts completed (73.3%). ZS finished in 0.9s. ETA: 19.5s. Rate: 344.30 forecasts/min
[2026-01-23T20:36:19.231051] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.232214] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2026-01-23T20:36:19.232271] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2026-01-23T20:36:19.232305] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2026-01-23T20:36:19.233300] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:19.233366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:19.234225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.324034] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.376937] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-23
[2026-01-23T20:36:19.422079] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-23T20:36:19.422150] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=57.4262%)
[2026-01-23T20:36:19.422505] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-23T20:36:19.422556] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-23T20:36:19.422674] [INFO ] [main      ] Progress: 309/420 forecasts completed (73.6%). FTI finished in 0.8s. ETA: 19.4s. Rate: 344.11 forecasts/min
[2026-01-23T20:36:19.434772] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.439940] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-23T20:36:19.440000] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-23T20:36:19.440034] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-23T20:36:19.440880] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:19.440944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:19.442998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:19.444894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:19.445388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:19.446489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:19.448628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.557149] [DEBUG] [MAG       ] AMPX: Last date is validated at 2026-01-23
[2026-01-23T20:36:19.557223] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.605939] [DEBUG] [MAG       ] SFNC: Last date is validated at 2026-01-23
[2026-01-23T20:36:19.622342] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-23T20:36:19.622410] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=4.97% (Conf=44.3582%)
[2026-01-23T20:36:19.622570] [INFO ] [main      ] Fetching symbol history for NMRA...
[2026-01-23T20:36:19.622633] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2026-01-23T20:36:19.625188] [INFO ] [main      ] Progress: 310/420 forecasts completed (73.8%). DHX finished in 0.7s. ETA: 19.2s. Rate: 343.93 forecasts/min
[2026-01-23T20:36:19.634029] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.634983] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2026-01-23T20:36:19.635045] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2026-01-23T20:36:19.635079] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2026-01-23T20:36:19.635892] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:19.635965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:19.637810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:19.638339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:19.717026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:19.718536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:19.720254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.727518] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.792063] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:19.799814] [DEBUG] [MAG       ] MEI: Last date is validated at 2026-01-23
[2026-01-23T20:36:19.804089] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2026-01-23T20:36:19.804158] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-5.61% (Conf=55.49%)
[2026-01-23T20:36:19.804323] [INFO ] [main      ] Fetching symbol history for SBRA...
[2026-01-23T20:36:19.804368] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2026-01-23T20:36:19.805681] [INFO ] [main      ] Progress: 311/420 forecasts completed (74.0%). AMPX finished in 0.6s. ETA: 19.0s. Rate: 343.89 forecasts/min
[2026-01-23T20:36:19.816366] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.817334] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2026-01-23T20:36:19.817410] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2026-01-23T20:36:19.817444] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2026-01-23T20:36:19.818299] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:19.818359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:19.820089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:19.820667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:19.821382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:19.859883] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2026-01-23T20:36:19.859974] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=51.7447%)
[2026-01-23T20:36:19.860180] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-23T20:36:19.860233] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-23T20:36:19.861788] [INFO ] [main      ] Progress: 312/420 forecasts completed (74.3%). SFNC finished in 0.6s. ETA: 18.8s. Rate: 344.64 forecasts/min
[2026-01-23T20:36:19.873081] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:19.874082] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-23T20:36:19.874135] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-23T20:36:19.874171] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-23T20:36:19.875079] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-23T20:36:19.875148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:19.880949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:19.883337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:19.883894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:19.884348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:19.974164] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.008911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:20.011108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:20.012225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:20.013105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:36:20.013991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:20.033541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:20.035423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.052965] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-23T20:36:20.053034] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=64.7936%)
[2026-01-23T20:36:20.053400] [INFO ] [main      ] Fetching symbol history for QMCO...
[2026-01-23T20:36:20.053459] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2026-01-23T20:36:20.053666] [INFO ] [main      ] Progress: 313/420 forecasts completed (74.5%). MEI finished in 0.6s. ETA: 18.6s. Rate: 344.53 forecasts/min
[2026-01-23T20:36:20.064887] [DEBUG] [MAG       ] NMRA: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.065886] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:20.066871] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2026-01-23T20:36:20.066926] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2026-01-23T20:36:20.066957] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2026-01-23T20:36:20.067834] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:20.067897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:20.072758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:20.074613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:20.075102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:20.075498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:20.114687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:20.119419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:20.121124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.166783] [DEBUG] [MAG       ] SBRA: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.259388] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.338360] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.342081] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2026-01-23T20:36:20.342149] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=5.23% (Conf=49.7621%)
[2026-01-23T20:36:20.342514] [INFO ] [main      ] Fetching symbol history for BNTX...
[2026-01-23T20:36:20.342565] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2026-01-23T20:36:20.343644] [INFO ] [main      ] Progress: 314/420 forecasts completed (74.8%). NMRA finished in 0.7s. ETA: 18.5s. Rate: 343.80 forecasts/min
[2026-01-23T20:36:20.354018] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:20.355242] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2026-01-23T20:36:20.355294] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2026-01-23T20:36:20.355325] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2026-01-23T20:36:20.356257] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:20.356316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:20.361549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:20.362871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.401347] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2026-01-23T20:36:20.401419] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=46.5768%)
[2026-01-23T20:36:20.401607] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2026-01-23T20:36:20.401662] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2026-01-23T20:36:20.402662] [INFO ] [main      ] Progress: 315/420 forecasts completed (75.0%). SBRA finished in 0.6s. ETA: 18.3s. Rate: 344.52 forecasts/min
[2026-01-23T20:36:20.415279] [DEBUG] [MAG       ] NVDL: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.420357] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:20.421448] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2026-01-23T20:36:20.421513] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2026-01-23T20:36:20.421552] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2026-01-23T20:36:20.423086] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:20.423161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:20.425627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:20.426156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:20.426548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:20.428161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.470457] [DEBUG] [MAG       ] QMCO: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.602121] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.644946] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.703590] [DEBUG] [MAG       ] BNTX: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.743006] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-23T20:36:20.743084] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=5.98% (Conf=55.6602%)
[2026-01-23T20:36:20.743425] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-23T20:36:20.743473] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-23T20:36:20.743899] [INFO ] [main      ] Progress: 316/420 forecasts completed (75.2%). NVDL finished in 0.9s. ETA: 18.2s. Rate: 343.48 forecasts/min
[2026-01-23T20:36:20.756105] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:20.757051] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-23T20:36:20.757118] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-23T20:36:20.757158] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-23T20:36:20.758058] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:20.758133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:20.763543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:20.765634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:20.766165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:20.768930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:20.773745] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2026-01-23T20:36:20.773813] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=46.1498%)
[2026-01-23T20:36:20.774182] [INFO ] [main      ] Fetching symbol history for JPEF...
[2026-01-23T20:36:20.774232] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2026-01-23T20:36:20.774624] [INFO ] [main      ] Progress: 317/420 forecasts completed (75.5%). QMCO finished in 0.7s. ETA: 17.9s. Rate: 344.38 forecasts/min
[2026-01-23T20:36:20.786101] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:20.786960] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2026-01-23T20:36:20.787015] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2026-01-23T20:36:20.787047] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2026-01-23T20:36:20.787860] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:20.787923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:20.789613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:20.789688] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2026-01-23
[2026-01-23T20:36:20.790124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:20.790525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:20.791281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:20.812029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:20.813651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.830684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-23T20:36:20.831691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:20.872543] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.969376] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:20.994365] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2026-01-23T20:36:20.994430] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=50.4893%)
[2026-01-23T20:36:20.994767] [INFO ] [main      ] Fetching symbol history for FIVN...
[2026-01-23T20:36:20.994818] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2026-01-23T20:36:20.995656] [INFO ] [main      ] Progress: 318/420 forecasts completed (75.7%). BNTX finished in 0.7s. ETA: 17.8s. Rate: 344.09 forecasts/min
[2026-01-23T20:36:21.006070] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.007057] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2026-01-23T20:36:21.007108] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2026-01-23T20:36:21.007139] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2026-01-23T20:36:21.007960] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:21.008022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:21.012884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:21.050557] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2026-01-23T20:36:21.050647] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=66.6938%)
[2026-01-23T20:36:21.051137] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-23T20:36:21.051184] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-23T20:36:21.052167] [INFO ] [main      ] Progress: 319/420 forecasts completed (76.0%). BOTZ finished in 0.6s. ETA: 17.6s. Rate: 344.82 forecasts/min
[2026-01-23T20:36:21.054305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:21.055761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:21.057124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:21.058314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:21.061158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:21.062864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.063801] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.065287] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-23T20:36:21.065346] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-23T20:36:21.065379] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-23T20:36:21.066299] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:21.066367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:21.071643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:21.073688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:21.074190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:21.074609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:21.077171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:21.156461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:21.158542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.179192] [DEBUG] [MAG       ] JPEF: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.194777] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.349801] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:21.386334] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:21.414138] [DEBUG] [MAG       ] FIVN: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.432977] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2026-01-23T20:36:21.433044] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=66.153%)
[2026-01-23T20:36:21.433393] [INFO ] [main      ] Fetching symbol history for FIXD...
[2026-01-23T20:36:21.433443] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2026-01-23T20:36:21.433661] [INFO ] [main      ] Progress: 320/420 forecasts completed (76.2%). JPEF finished in 0.7s. ETA: 17.5s. Rate: 343.54 forecasts/min
[2026-01-23T20:36:21.444952] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.446156] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2026-01-23T20:36:21.446209] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2026-01-23T20:36:21.446240] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2026-01-23T20:36:21.447082] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:21.447144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:21.448873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:21.449391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:21.450196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:21.452971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.503424] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-23T20:36:21.503488] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=57.4358%)
[2026-01-23T20:36:21.503664] [INFO ] [main      ] Fetching symbol history for SRTS...
[2026-01-23T20:36:21.503708] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2026-01-23T20:36:21.504879] [INFO ] [main      ] Progress: 321/420 forecasts completed (76.4%). JCI finished in 0.8s. ETA: 17.3s. Rate: 344.17 forecasts/min
[2026-01-23T20:36:21.515832] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.516645] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.516794] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2026-01-23T20:36:21.516850] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2026-01-23T20:36:21.516883] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2026-01-23T20:36:21.517776] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:21.517837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:21.519651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:21.520200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:21.520631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:21.521409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:21.523238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.585182] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:21.674826] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2026-01-23T20:36:21.674895] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=51.5473%)
[2026-01-23T20:36:21.675241] [INFO ] [main      ] Fetching symbol history for FOF...
[2026-01-23T20:36:21.675290] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2026-01-23T20:36:21.675666] [INFO ] [main      ] Progress: 322/420 forecasts completed (76.7%). FIVN finished in 0.7s. ETA: 17.1s. Rate: 344.19 forecasts/min
[2026-01-23T20:36:21.688668] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:21.690304] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.691388] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2026-01-23T20:36:21.691443] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2026-01-23T20:36:21.691475] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2026-01-23T20:36:21.692243] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:21.692634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:21.697460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:21.698183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:21.699487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:21.701216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:21.701699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:21.702803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:21.704804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:36:21.710796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.776236] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-23T20:36:21.776304] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=61.4393%)
[2026-01-23T20:36:21.776464] [INFO ] [main      ] Fetching symbol history for GHRS...
[2026-01-23T20:36:21.776509] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2026-01-23T20:36:21.777908] [INFO ] [main      ] Progress: 323/420 forecasts completed (76.9%). ADC finished in 0.7s. ETA: 16.9s. Rate: 344.63 forecasts/min
[2026-01-23T20:36:21.788283] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:21.789406] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2026-01-23T20:36:21.789460] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2026-01-23T20:36:21.789492] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2026-01-23T20:36:21.790517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:21.790597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:21.791329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:21.792662] [DEBUG] [MAG       ] FIXD: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.792979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:21.794012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:21.795871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:21.871022] [DEBUG] [MAG       ] SRTS: Last date is validated at 2026-01-23
[2026-01-23T20:36:21.960255] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.018303] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2026-01-23T20:36:22.018369] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=63.3698%)
[2026-01-23T20:36:22.018540] [INFO ] [main      ] Fetching symbol history for SSNC...
[2026-01-23T20:36:22.018610] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2026-01-23T20:36:22.019711] [INFO ] [main      ] Progress: 324/420 forecasts completed (77.1%). FIXD finished in 0.6s. ETA: 16.7s. Rate: 344.22 forecasts/min
[2026-01-23T20:36:22.031072] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.031913] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2026-01-23T20:36:22.031971] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2026-01-23T20:36:22.032002] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2026-01-23T20:36:22.032791] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:22.032854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.037697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:22.038675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:22.041108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:22.043111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:22.044122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:22.044653] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.044789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:36:22.045459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:22.046488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.050281] [DEBUG] [MAG       ] FOF: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.113069] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2026-01-23T20:36:22.113142] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-3.17% (Conf=64.4142%)
[2026-01-23T20:36:22.113304] [INFO ] [main      ] Fetching symbol history for HELE...
[2026-01-23T20:36:22.113349] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2026-01-23T20:36:22.114179] [INFO ] [main      ] Progress: 325/420 forecasts completed (77.4%). SRTS finished in 0.6s. ETA: 16.5s. Rate: 344.71 forecasts/min
[2026-01-23T20:36:22.126268] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.127226] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2026-01-23T20:36:22.127280] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2026-01-23T20:36:22.127312] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2026-01-23T20:36:22.128170] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:22.128244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.133463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:22.147104] [DEBUG] [MAG       ] GHRS: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.214207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:22.215864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.221396] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.286087] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2026-01-23T20:36:22.286153] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=54.4128%)
[2026-01-23T20:36:22.286519] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-23T20:36:22.286584] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-23T20:36:22.286675] [INFO ] [main      ] Progress: 326/420 forecasts completed (77.6%). FOF finished in 0.6s. ETA: 16.4s. Rate: 344.72 forecasts/min
[2026-01-23T20:36:22.298097] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.299393] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-23T20:36:22.299450] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-23T20:36:22.299481] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-23T20:36:22.300312] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:22.300374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.305248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:22.307032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:22.307536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:22.308124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:22.309449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.318588] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.386006] [DEBUG] [MAG       ] SSNC: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.409678] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2026-01-23T20:36:22.409750] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-6.31% (Conf=50.8551%)
[2026-01-23T20:36:22.409913] [INFO ] [main      ] Fetching symbol history for BGX...
[2026-01-23T20:36:22.409956] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2026-01-23T20:36:22.411478] [INFO ] [main      ] Progress: 327/420 forecasts completed (77.9%). GHRS finished in 0.6s. ETA: 16.2s. Rate: 345.01 forecasts/min
[2026-01-23T20:36:22.422504] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.423434] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2026-01-23T20:36:22.423496] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2026-01-23T20:36:22.423528] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2026-01-23T20:36:22.424342] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:22.424405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.429274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:22.431124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:22.431633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:22.432027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:22.434392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:22.473285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:22.474366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:22.476163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.550892] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.561021] [DEBUG] [MAG       ] HELE: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.648415] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2026-01-23T20:36:22.648493] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=55.4964%)
[2026-01-23T20:36:22.648877] [INFO ] [main      ] Fetching symbol history for ASML...
[2026-01-23T20:36:22.648930] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2026-01-23T20:36:22.649667] [INFO ] [main      ] Progress: 328/420 forecasts completed (78.1%). SSNC finished in 0.6s. ETA: 16.0s. Rate: 344.63 forecasts/min
[2026-01-23T20:36:22.660297] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.661283] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.662265] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2026-01-23T20:36:22.662318] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2026-01-23T20:36:22.662351] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2026-01-23T20:36:22.663166] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:22.663229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.668288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:22.730395] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.786510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:22.789731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:22.790981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.817402] [DEBUG] [MAG       ] BGX: Last date is validated at 2026-01-23
[2026-01-23T20:36:22.824836] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2026-01-23T20:36:22.824917] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=55.3642%)
[2026-01-23T20:36:22.825084] [INFO ] [main      ] Fetching symbol history for FTGS...
[2026-01-23T20:36:22.825130] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2026-01-23T20:36:22.826663] [INFO ] [main      ] Progress: 329/420 forecasts completed (78.3%). HELE finished in 0.7s. ETA: 15.8s. Rate: 344.61 forecasts/min
[2026-01-23T20:36:22.838285] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.839232] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2026-01-23T20:36:22.839284] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-23T20:36:22.839317] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2026-01-23T20:36:22.840160] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:22.840223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.845135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:22.846965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:22.847491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:22.850275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:22.851911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:22.859169] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:22.871173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.944084] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-23T20:36:22.944154] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=61.39%)
[2026-01-23T20:36:22.944323] [INFO ] [main      ] Fetching symbol history for NTB...
[2026-01-23T20:36:22.944367] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2026-01-23T20:36:22.945259] [INFO ] [main      ] Progress: 330/420 forecasts completed (78.6%). HRMY finished in 0.7s. ETA: 15.7s. Rate: 344.94 forecasts/min
[2026-01-23T20:36:22.956164] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:22.958567] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2026-01-23T20:36:22.958651] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2026-01-23T20:36:22.958690] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2026-01-23T20:36:22.959671] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:22.959741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:22.964738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:22.967396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:22.987699] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:23.051386] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2026-01-23T20:36:23.051452] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=39.5106%)
[2026-01-23T20:36:23.051634] [INFO ] [main      ] Fetching symbol history for STKL...
[2026-01-23T20:36:23.051679] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2026-01-23T20:36:23.052687] [INFO ] [main      ] Progress: 331/420 forecasts completed (78.8%). BGX finished in 0.6s. ETA: 15.5s. Rate: 345.34 forecasts/min
[2026-01-23T20:36:23.063782] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:23.065037] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2026-01-23T20:36:23.065091] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2026-01-23T20:36:23.065122] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2026-01-23T20:36:23.065898] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:23.065961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:23.071276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:23.073265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:23.073763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:23.074153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:23.141365] [DEBUG] [MAG       ] ASML: Last date is validated at 2026-01-23
[2026-01-23T20:36:23.197234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:23.199603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:23.218368] [DEBUG] [MAG       ] FTGS: Last date is validated at 2026-01-23
[2026-01-23T20:36:23.255222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:23.324081] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:23.335989] [DEBUG] [MAG       ] NTB: Last date is validated at 2026-01-23
[2026-01-23T20:36:23.343173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:23.392728] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:23.474031] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2026-01-23T20:36:23.474104] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=51.3219%)
[2026-01-23T20:36:23.474279] [INFO ] [main      ] Fetching symbol history for KTB...
[2026-01-23T20:36:23.474322] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2026-01-23T20:36:23.475672] [INFO ] [main      ] Progress: 332/420 forecasts completed (79.0%). FTGS finished in 0.6s. ETA: 15.4s. Rate: 343.85 forecasts/min
[2026-01-23T20:36:23.486481] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:23.487569] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2026-01-23T20:36:23.487639] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2026-01-23T20:36:23.487669] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2026-01-23T20:36:23.488444] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:23.488506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:23.490221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:23.490771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:23.491680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:23.494042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:23.516130] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:23.534547] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2026-01-23T20:36:23.534641] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=48.3918%)
[2026-01-23T20:36:23.535004] [INFO ] [main      ] Fetching symbol history for JLL...
[2026-01-23T20:36:23.535055] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2026-01-23T20:36:23.535659] [INFO ] [main      ] Progress: 333/420 forecasts completed (79.3%). ASML finished in 0.9s. ETA: 15.2s. Rate: 344.53 forecasts/min
[2026-01-23T20:36:23.547948] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:23.549242] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2026-01-23T20:36:23.549298] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2026-01-23T20:36:23.549329] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2026-01-23T20:36:23.550179] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:23.550240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:23.555006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:23.555858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:23.558608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:23.606544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:23.607561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:23.608322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:23.612487] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2026-01-23T20:36:23.612555] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=47.8289%)
[2026-01-23T20:36:23.612764] [INFO ] [main      ] Fetching symbol history for NCLH...
[2026-01-23T20:36:23.612814] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2026-01-23T20:36:23.614672] [INFO ] [main      ] Progress: 334/420 forecasts completed (79.5%). NTB finished in 0.7s. ETA: 15.0s. Rate: 345.10 forecasts/min
[2026-01-23T20:36:23.625529] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:23.627176] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2026-01-23T20:36:23.627280] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2026-01-23T20:36:23.627332] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2026-01-23T20:36:23.628812] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:23.628907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:23.631195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:23.631968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:23.632432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:23.633278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:23.634030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:23.634500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:23.635633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:23.637438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:23.638506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:23.639407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:23.696416] [DEBUG] [MAG       ] STKL: Last date is validated at 2026-01-23
[2026-01-23T20:36:23.867013] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:23.906668] [DEBUG] [MAG       ] JLL: Last date is validated at 2026-01-23
[2026-01-23T20:36:23.931997] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2026-01-23T20:36:23.932064] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=52.909%)
[2026-01-23T20:36:23.932225] [INFO ] [main      ] Fetching symbol history for QCOM...
[2026-01-23T20:36:23.932267] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2026-01-23T20:36:23.933702] [INFO ] [main      ] Progress: 335/420 forecasts completed (79.8%). STKL finished in 0.9s. ETA: 14.8s. Rate: 344.24 forecasts/min
[2026-01-23T20:36:23.945562] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:23.946777] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2026-01-23T20:36:23.946833] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2026-01-23T20:36:23.946864] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2026-01-23T20:36:23.947678] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:23.947742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:23.952517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:23.954310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:23.954820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:23.955263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:23.955689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:23.956592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:23.957736] [DEBUG] [MAG       ] KTB: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.002100] [DEBUG] [MAG       ] NCLH: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.072004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-23T20:36:24.073845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.077987] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.132925] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.179878] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.202307] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2026-01-23T20:36:24.202373] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=45.2981%)
[2026-01-23T20:36:24.202762] [INFO ] [main      ] Fetching symbol history for SENEA...
[2026-01-23T20:36:24.202816] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2026-01-23T20:36:24.203665] [INFO ] [main      ] Progress: 336/420 forecasts completed (80.0%). JLL finished in 0.7s. ETA: 14.7s. Rate: 343.68 forecasts/min
[2026-01-23T20:36:24.215537] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.216329] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2026-01-23T20:36:24.216380] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2026-01-23T20:36:24.216410] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2026-01-23T20:36:24.217217] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:24.217285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:24.222749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.251332] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2026-01-23T20:36:24.251406] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=-4.98% (Conf=48.3931%)
[2026-01-23T20:36:24.251601] [INFO ] [main      ] Fetching symbol history for LECO...
[2026-01-23T20:36:24.251670] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2026-01-23T20:36:24.254648] [INFO ] [main      ] Progress: 337/420 forecasts completed (80.2%). KTB finished in 0.8s. ETA: 14.5s. Rate: 344.40 forecasts/min
[2026-01-23T20:36:24.263685] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.264826] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2026-01-23T20:36:24.264880] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2026-01-23T20:36:24.264912] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2026-01-23T20:36:24.265768] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:24.267035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:24.269412] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2026-01-23T20:36:24.269480] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-4.20% (Conf=46.1699%)
[2026-01-23T20:36:24.269662] [INFO ] [main      ] Fetching symbol history for AMBA...
[2026-01-23T20:36:24.269710] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2026-01-23T20:36:24.271621] [INFO ] [main      ] Progress: 338/420 forecasts completed (80.5%). NCLH finished in 0.7s. ETA: 14.2s. Rate: 345.32 forecasts/min
[2026-01-23T20:36:24.275401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:24.276504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:24.277275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.283239] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.284399] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2026-01-23T20:36:24.284452] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2026-01-23T20:36:24.284483] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2026-01-23T20:36:24.285514] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:24.285593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:24.290670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:24.292508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:24.293013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:24.293411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:24.347952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:24.350008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:24.352807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:24.355117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.451691] [DEBUG] [MAG       ] QCOM: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.570930] [DEBUG] [MAG       ] SENEA: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.630685] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.635746] [DEBUG] [MAG       ] LECO: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.707612] [DEBUG] [MAG       ] AMBA: Last date is validated at 2026-01-23
[2026-01-23T20:36:24.757259] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.764809] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2026-01-23T20:36:24.764876] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=52.5477%)
[2026-01-23T20:36:24.765049] [INFO ] [main      ] Fetching symbol history for CPIX...
[2026-01-23T20:36:24.765094] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2026-01-23T20:36:24.765968] [INFO ] [main      ] Progress: 339/420 forecasts completed (80.7%). QCOM finished in 0.8s. ETA: 14.2s. Rate: 343.46 forecasts/min
[2026-01-23T20:36:24.776543] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.777466] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2026-01-23T20:36:24.777527] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2026-01-23T20:36:24.777561] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2026-01-23T20:36:24.778379] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:24.778438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:24.779443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.819751] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.858331] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2026-01-23T20:36:24.858398] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=47.06%)
[2026-01-23T20:36:24.858760] [INFO ] [main      ] Fetching symbol history for BROS...
[2026-01-23T20:36:24.858813] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2026-01-23T20:36:24.859659] [INFO ] [main      ] Progress: 340/420 forecasts completed (81.0%). SENEA finished in 0.7s. ETA: 14.0s. Rate: 343.92 forecasts/min
[2026-01-23T20:36:24.871353] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.872529] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2026-01-23T20:36:24.872608] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2026-01-23T20:36:24.872642] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2026-01-23T20:36:24.873465] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:24.873533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:24.878465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:24.879688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:24.881422] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:24.881611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:24.882120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:24.883210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:24.884865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:24.885554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:24.886300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:24.887432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-23T20:36:24.893286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:24.941616] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2026-01-23T20:36:24.941700] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=59.9704%)
[2026-01-23T20:36:24.941931] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-23T20:36:24.941977] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-23T20:36:24.943669] [INFO ] [main      ] Progress: 341/420 forecasts completed (81.2%). LECO finished in 0.7s. ETA: 13.8s. Rate: 344.45 forecasts/min
[2026-01-23T20:36:24.954241] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:24.955303] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-23T20:36:24.955364] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-23T20:36:24.955397] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-23T20:36:24.956286] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:24.956348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:24.958168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:24.958725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:24.959134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.005443] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2026-01-23T20:36:25.005515] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-2.10% (Conf=55.1466%)
[2026-01-23T20:36:25.005709] [INFO ] [main      ] Fetching symbol history for YSG...
[2026-01-23T20:36:25.005761] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2026-01-23T20:36:25.007202] [INFO ] [main      ] Progress: 342/420 forecasts completed (81.4%). AMBA finished in 0.7s. ETA: 13.6s. Rate: 345.09 forecasts/min
[2026-01-23T20:36:25.018475] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:25.020166] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2026-01-23T20:36:25.020238] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2026-01-23T20:36:25.020270] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2026-01-23T20:36:25.021234] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:25.021311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:25.026779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:25.029001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:25.029561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:25.030060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:25.032436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:25.033080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:25.034173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:25.036322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:25.037512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:25.038247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.142907] [DEBUG] [MAG       ] CPIX: Last date is validated at 2026-01-23
[2026-01-23T20:36:25.246113] [DEBUG] [MAG       ] BROS: Last date is validated at 2026-01-23
[2026-01-23T20:36:25.323154] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:25.324163] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-23
[2026-01-23T20:36:25.394950] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2026-01-23T20:36:25.395018] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=5.57% (Conf=47.3769%)
[2026-01-23T20:36:25.395175] [INFO ] [main      ] Fetching symbol history for PEGA...
[2026-01-23T20:36:25.395218] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2026-01-23T20:36:25.395888] [INFO ] [main      ] Progress: 343/420 forecasts completed (81.7%). CPIX finished in 0.6s. ETA: 13.4s. Rate: 343.85 forecasts/min
[2026-01-23T20:36:25.400011] [DEBUG] [MAG       ] YSG: Last date is validated at 2026-01-23
[2026-01-23T20:36:25.406627] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:25.407494] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2026-01-23T20:36:25.407547] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2026-01-23T20:36:25.407604] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2026-01-23T20:36:25.408403] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:25.408463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:25.436917] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:25.486416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.504511] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:25.561037] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2026-01-23T20:36:25.561112] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-3.57% (Conf=51.0686%)
[2026-01-23T20:36:25.561449] [INFO ] [main      ] Fetching symbol history for DOCN...
[2026-01-23T20:36:25.561624] [INFO ] [main      ] Progress: 344/420 forecasts completed (81.9%). BROS finished in 0.7s. ETA: 13.3s. Rate: 343.90 forecasts/min
[2026-01-23T20:36:25.561499] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2026-01-23T20:36:25.572021] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-23T20:36:25.572096] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=47.7839%)
[2026-01-23T20:36:25.572252] [INFO ] [main      ] Fetching symbol history for ALRS...
[2026-01-23T20:36:25.572294] [DEBUG] [REMOTE    ] ALRS: Fetching historical data.
[2026-01-23T20:36:25.573634] [INFO ] [main      ] Progress: 345/420 forecasts completed (82.1%). DEA finished in 0.6s. ETA: 13.0s. Rate: 344.83 forecasts/min
[2026-01-23T20:36:25.573967] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:25.576061] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:25.576980] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2026-01-23T20:36:25.577032] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2026-01-23T20:36:25.577064] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2026-01-23T20:36:25.577898] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:25.577962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:25.579670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:25.580174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-23T20:36:25.581257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:25.582890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-23T20:36:25.583675] [DEBUG] [REMOTE    ] ALRS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:25.584067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-23T20:36:25.584657] [DEBUG] [LOCAL     ] Loaded configuration for ALRS: 8 features, N/A% accuracy
[2026-01-23T20:36:25.584710] [INFO ] [LOCAL     ] ALRS: Loaded 8 optimal features with 54.11% confidence from JSON config
[2026-01-23T20:36:25.584741] [DEBUG] [MAG       ] Building data for symbol: ALRS with lookback: 0
[2026-01-23T20:36:25.584757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.585506] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:25.585590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:25.590413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:25.592198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:25.592694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:25.593131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:25.647180] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2026-01-23T20:36:25.647244] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=53.6419%)
[2026-01-23T20:36:25.647660] [INFO ] [main      ] Fetching symbol history for LPTH...
[2026-01-23T20:36:25.647736] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2026-01-23T20:36:25.648628] [INFO ] [main      ] Progress: 346/420 forecasts completed (82.4%). YSG finished in 0.6s. ETA: 12.9s. Rate: 345.40 forecasts/min
[2026-01-23T20:36:25.659004] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:25.659917] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2026-01-23T20:36:25.659972] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2026-01-23T20:36:25.660003] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2026-01-23T20:36:25.660807] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:25.660869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:25.665874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:25.668428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:25.669244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:25.671377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.702186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:25.749148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:25.827554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:25.829015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:25.834028] [DEBUG] [MAG       ] PEGA: Last date is validated at 2026-01-23
[2026-01-23T20:36:25.927762] [DEBUG] [MAG       ] DOCN: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.012117] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.016100] [DEBUG] [MAG       ] LPTH: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.107737] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2026-01-23T20:36:26.107828] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=8.00% (Conf=55.4483%)
[2026-01-23T20:36:26.108169] [INFO ] [main      ] Fetching symbol history for KOP...
[2026-01-23T20:36:26.108221] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2026-01-23T20:36:26.109078] [INFO ] [main      ] Progress: 347/420 forecasts completed (82.6%). PEGA finished in 0.7s. ETA: 12.7s. Rate: 343.76 forecasts/min
[2026-01-23T20:36:26.117183] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.120262] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.121198] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2026-01-23T20:36:26.121259] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2026-01-23T20:36:26.121291] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2026-01-23T20:36:26.122110] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:26.122169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:26.127005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:26.128001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:26.128699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.179363] [DEBUG] [MAG       ] ALRS: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.190954] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.213761] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2026-01-23T20:36:26.213839] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=46.68%)
[2026-01-23T20:36:26.213997] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-23T20:36:26.214040] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-23T20:36:26.214874] [INFO ] [main      ] Progress: 348/420 forecasts completed (82.9%). DOCN finished in 0.7s. ETA: 12.6s. Rate: 344.15 forecasts/min
[2026-01-23T20:36:26.226022] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.227272] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-23T20:36:26.227330] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-23T20:36:26.227361] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-23T20:36:26.228268] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:26.228332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:26.230079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:26.230619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:26.231674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:26.232295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.271094] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2026-01-23T20:36:26.271163] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=4.97% (Conf=67.2233%)
[2026-01-23T20:36:26.271337] [INFO ] [main      ] Fetching symbol history for TPL...
[2026-01-23T20:36:26.271382] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2026-01-23T20:36:26.271845] [INFO ] [main      ] Progress: 349/420 forecasts completed (83.1%). LPTH finished in 0.6s. ETA: 12.4s. Rate: 344.82 forecasts/min
[2026-01-23T20:36:26.283088] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.284281] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2026-01-23T20:36:26.284347] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2026-01-23T20:36:26.284378] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2026-01-23T20:36:26.285247] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:26.285320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:26.287075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:26.287713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:26.288202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:26.289039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.351444] [DEBUG] [MAG       ] ALRS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.426976] [INFO ] [LOCAL     ] ALRS: Saved forecast.
[2026-01-23T20:36:26.427041] [INFO ] [main      ] ALRS: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=54.1051%)
[2026-01-23T20:36:26.427411] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-23T20:36:26.427463] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-23T20:36:26.427663] [INFO ] [main      ] Progress: 350/420 forecasts completed (83.3%). ALRS finished in 0.9s. ETA: 12.2s. Rate: 344.92 forecasts/min
[2026-01-23T20:36:26.439166] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.440111] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-23T20:36:26.440164] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-23T20:36:26.440195] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-23T20:36:26.441041] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:26.441102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:26.481306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:26.481490] [DEBUG] [MAG       ] KOP: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.562781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.602591] [DEBUG] [MAG       ] USVM: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.649017] [DEBUG] [MAG       ] TPL: Last date is validated at 2026-01-23
[2026-01-23T20:36:26.668326] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.750070] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2026-01-23T20:36:26.750133] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=63.5111%)
[2026-01-23T20:36:26.750292] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-23T20:36:26.750335] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-23T20:36:26.751044] [INFO ] [main      ] Progress: 351/420 forecasts completed (83.6%). KOP finished in 0.6s. ETA: 12.0s. Rate: 344.08 forecasts/min
[2026-01-23T20:36:26.761487] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.762357] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-23T20:36:26.762408] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-23T20:36:26.762439] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-23T20:36:26.763223] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:26.763285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:26.768493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:26.770499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:26.771198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:26.771657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:26.774139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:26.775490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.781687] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.824369] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:26.885986] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-23T20:36:26.886070] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=65.6887%)
[2026-01-23T20:36:26.886263] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-23T20:36:26.886318] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-23T20:36:26.887296] [INFO ] [main      ] Progress: 352/420 forecasts completed (83.8%). USVM finished in 0.7s. ETA: 11.9s. Rate: 344.29 forecasts/min
[2026-01-23T20:36:26.900233] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:26.901505] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-23T20:36:26.901563] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-23T20:36:26.901615] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-23T20:36:26.902488] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:26.902553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:26.904385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:26.904932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:26.905403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:26.905843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:26.906532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:26.908181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:26.943212] [DEBUG] [MAG       ] EB: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.034602] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2026-01-23T20:36:27.034675] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=56.96%)
[2026-01-23T20:36:27.034837] [INFO ] [main      ] Fetching symbol history for FLWS...
[2026-01-23T20:36:27.034880] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2026-01-23T20:36:27.036698] [INFO ] [main      ] Progress: 353/420 forecasts completed (84.0%). TPL finished in 0.8s. ETA: 11.7s. Rate: 344.43 forecasts/min
[2026-01-23T20:36:27.046012] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.046857] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2026-01-23T20:36:27.046916] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2026-01-23T20:36:27.046947] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2026-01-23T20:36:27.047858] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:27.047921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:27.052995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:27.055237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:27.055751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:27.059126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:27.060540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.129137] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:27.142445] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.186790] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-23T20:36:27.186857] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=56.4107%)
[2026-01-23T20:36:27.187205] [INFO ] [main      ] Fetching symbol history for OFS...
[2026-01-23T20:36:27.187256] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2026-01-23T20:36:27.187672] [INFO ] [main      ] Progress: 354/420 forecasts completed (84.3%). EB finished in 0.8s. ETA: 11.5s. Rate: 344.56 forecasts/min
[2026-01-23T20:36:27.199448] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.200558] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2026-01-23T20:36:27.200631] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2026-01-23T20:36:27.200664] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2026-01-23T20:36:27.201432] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:27.201492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:27.203353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:27.203884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:27.204331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:27.204752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:27.243395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:27.244154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.283928] [DEBUG] [MAG       ] DORM: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.314950] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:27.400673] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-23T20:36:27.400742] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=67.7545%)
[2026-01-23T20:36:27.402685] [INFO ] [main      ] Progress: 355/420 forecasts completed (84.5%). LWAY finished in 0.7s. ETA: 11.3s. Rate: 344.33 forecasts/min
[2026-01-23T20:36:27.400902] [INFO ] [main      ] Fetching symbol history for DRMA...
[2026-01-23T20:36:27.403387] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2026-01-23T20:36:27.415822] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.416856] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2026-01-23T20:36:27.417098] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2026-01-23T20:36:27.417129] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2026-01-23T20:36:27.418103] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:27.418163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:27.422997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:27.424736] [DEBUG] [MAG       ] FLWS: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.425151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:27.425652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-23T20:36:27.427315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.461776] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:27.588032] [DEBUG] [MAG       ] OFS: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.604642] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:27.740549] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2026-01-23T20:36:27.740978] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=51.6714%)
[2026-01-23T20:36:27.741145] [INFO ] [main      ] Fetching symbol history for PAGS...
[2026-01-23T20:36:27.741190] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2026-01-23T20:36:27.742182] [INFO ] [main      ] Progress: 356/420 forecasts completed (84.8%). FLWS finished in 0.7s. ETA: 11.2s. Rate: 343.42 forecasts/min
[2026-01-23T20:36:27.743957] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-23T20:36:27.744028] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-3.06% (Conf=63.3836%)
[2026-01-23T20:36:27.744186] [INFO ] [main      ] Fetching symbol history for IRMD...
[2026-01-23T20:36:27.744228] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2026-01-23T20:36:27.744844] [INFO ] [main      ] Progress: 357/420 forecasts completed (85.0%). DORM finished in 0.9s. ETA: 11.0s. Rate: 344.37 forecasts/min
[2026-01-23T20:36:27.758088] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.758494] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.759126] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2026-01-23T20:36:27.759180] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2026-01-23T20:36:27.759212] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2026-01-23T20:36:27.759321] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2026-01-23T20:36:27.759375] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2026-01-23T20:36:27.759406] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2026-01-23T20:36:27.760221] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:27.760309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:27.760417] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:27.760476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:27.761128] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:27.762232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:27.762765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:27.765317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:27.766171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-23T20:36:27.767860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.788333] [DEBUG] [MAG       ] DRMA: Last date is validated at 2026-01-23
[2026-01-23T20:36:27.821360] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2026-01-23T20:36:27.821429] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=48.8237%)
[2026-01-23T20:36:27.821780] [INFO ] [main      ] Progress: 358/420 forecasts completed (85.2%). OFS finished in 0.6s. ETA: 10.8s. Rate: 344.91 forecasts/min
[2026-01-23T20:36:27.821903] [INFO ] [main      ] Fetching symbol history for RBLX...
[2026-01-23T20:36:27.821944] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2026-01-23T20:36:27.834823] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:27.836219] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2026-01-23T20:36:27.836611] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2026-01-23T20:36:27.836647] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2026-01-23T20:36:27.837431] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:27.837491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:27.842232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:27.856470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.880284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:27.962859] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:28.038207] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2026-01-23T20:36:28.038275] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=6.56% (Conf=57.1727%)
[2026-01-23T20:36:28.038434] [INFO ] [main      ] Fetching symbol history for AVDL...
[2026-01-23T20:36:28.038478] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2026-01-23T20:36:28.038989] [INFO ] [main      ] Progress: 359/420 forecasts completed (85.5%). DRMA finished in 0.6s. ETA: 10.6s. Rate: 344.67 forecasts/min
[2026-01-23T20:36:28.050950] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:28.052396] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2026-01-23T20:36:28.052454] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2026-01-23T20:36:28.052486] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2026-01-23T20:36:28.053293] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:28.053353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:28.054087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:28.054961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:28.056795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:28.110297] [DEBUG] [MAG       ] IRMD: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.201208] [DEBUG] [MAG       ] RBLX: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.227044] [DEBUG] [MAG       ] PAGS: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.292862] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:28.368392] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:28.398908] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2026-01-23T20:36:28.398980] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=48.4788%)
[2026-01-23T20:36:28.399144] [INFO ] [main      ] Fetching symbol history for UBND...
[2026-01-23T20:36:28.399188] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2026-01-23T20:36:28.399272] [DEBUG] [MAG       ] AVDL: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.400275] [INFO ] [main      ] Progress: 360/420 forecasts completed (85.7%). IRMD finished in 0.7s. ETA: 10.5s. Rate: 343.64 forecasts/min
[2026-01-23T20:36:28.401360] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:28.412403] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:28.413466] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2026-01-23T20:36:28.413525] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2026-01-23T20:36:28.413558] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2026-01-23T20:36:28.414484] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:28.414559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:28.415685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:28.418425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:28.420192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:28.421436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:28.422486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:28.425439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:28.465952] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2026-01-23T20:36:28.466017] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=47.3066%)
[2026-01-23T20:36:28.466178] [INFO ] [main      ] Fetching symbol history for IPGP...
[2026-01-23T20:36:28.466221] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2026-01-23T20:36:28.466908] [INFO ] [main      ] Progress: 361/420 forecasts completed (86.0%). PAGS finished in 0.7s. ETA: 10.3s. Rate: 344.23 forecasts/min
[2026-01-23T20:36:28.477391] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:28.478689] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2026-01-23T20:36:28.478766] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2026-01-23T20:36:28.478800] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2026-01-23T20:36:28.479762] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:28.479824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:28.480566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:28.482201] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2026-01-23T20:36:28.482269] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=63.9205%)
[2026-01-23T20:36:28.482634] [INFO ] [main      ] Fetching symbol history for BBCP...
[2026-01-23T20:36:28.482684] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2026-01-23T20:36:28.482666] [INFO ] [main      ] Progress: 362/420 forecasts completed (86.2%). RBLX finished in 0.7s. ETA: 10.1s. Rate: 345.10 forecasts/min
[2026-01-23T20:36:28.483089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:28.484200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:28.494070] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:28.494993] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2026-01-23T20:36:28.495045] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2026-01-23T20:36:28.495075] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2026-01-23T20:36:28.495876] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:28.495939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:28.501023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:28.502031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:28.502711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:28.505527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:28.507872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:28.509243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:28.571534] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:28.640821] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2026-01-23T20:36:28.640886] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=36.9669%)
[2026-01-23T20:36:28.641042] [INFO ] [main      ] Fetching symbol history for XPRO...
[2026-01-23T20:36:28.641085] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2026-01-23T20:36:28.642810] [INFO ] [main      ] Progress: 363/420 forecasts completed (86.4%). AVDL finished in 0.6s. ETA: 9.9s. Rate: 345.17 forecasts/min
[2026-01-23T20:36:28.651813] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:28.652871] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2026-01-23T20:36:28.652933] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2026-01-23T20:36:28.652965] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2026-01-23T20:36:28.653756] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:28.653830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:28.695689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:28.701403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:28.722666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:28.724869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:28.726889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:28.799599] [DEBUG] [MAG       ] UBND: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.830604] [DEBUG] [MAG       ] IPGP: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.845547] [DEBUG] [MAG       ] BBCP: Last date is validated at 2026-01-23
[2026-01-23T20:36:28.979027] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.001900] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.013817] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.039882] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2026-01-23T20:36:29.039957] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=41.9894%)
[2026-01-23T20:36:29.040130] [INFO ] [main      ] Fetching symbol history for IGIC...
[2026-01-23T20:36:29.040176] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2026-01-23T20:36:29.040968] [INFO ] [main      ] Progress: 364/420 forecasts completed (86.7%). UBND finished in 0.6s. ETA: 9.8s. Rate: 343.95 forecasts/min
[2026-01-23T20:36:29.052444] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.053558] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2026-01-23T20:36:29.053639] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2026-01-23T20:36:29.053673] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2026-01-23T20:36:29.054619] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:29.054695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:29.059813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:29.061838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:29.062337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:29.064149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:29.079685] [DEBUG] [MAG       ] XPRO: Last date is validated at 2026-01-23
[2026-01-23T20:36:29.101828] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2026-01-23T20:36:29.101894] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=53.2185%)
[2026-01-23T20:36:29.102226] [INFO ] [main      ] Progress: 365/420 forecasts completed (86.9%). IPGP finished in 0.6s. ETA: 9.6s. Rate: 344.57 forecasts/min
[2026-01-23T20:36:29.102347] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-23T20:36:29.102389] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-23T20:36:29.106122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.113481] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.114154] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-23T20:36:29.114210] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-23T20:36:29.114242] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-23T20:36:29.115029] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:29.115088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:29.115964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:29.118406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-23T20:36:29.119158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-23T20:36:29.120789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.150005] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2026-01-23T20:36:29.150073] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=56.3402%)
[2026-01-23T20:36:29.150437] [INFO ] [main      ] Fetching symbol history for SHEN...
[2026-01-23T20:36:29.150489] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2026-01-23T20:36:29.151650] [INFO ] [main      ] Progress: 366/420 forecasts completed (87.1%). BBCP finished in 0.7s. ETA: 9.4s. Rate: 345.24 forecasts/min
[2026-01-23T20:36:29.162956] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.163952] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2026-01-23T20:36:29.164011] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2026-01-23T20:36:29.164042] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2026-01-23T20:36:29.164957] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:29.165021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:29.166774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:29.167311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:29.169020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.248461] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.326750] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2026-01-23T20:36:29.326818] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=1.92% (Conf=59.6816%)
[2026-01-23T20:36:29.327158] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-23T20:36:29.327207] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-23T20:36:29.327658] [INFO ] [main      ] Progress: 367/420 forecasts completed (87.4%). XPRO finished in 0.7s. ETA: 9.2s. Rate: 345.23 forecasts/min
[2026-01-23T20:36:29.337786] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.338869] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-23T20:36:29.338922] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-23T20:36:29.338954] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-23T20:36:29.339738] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:29.339800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:29.344605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:29.384137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:29.386552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:29.388908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:29.390095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.458461] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-23
[2026-01-23T20:36:29.461420] [DEBUG] [MAG       ] IGIC: Last date is validated at 2026-01-23
[2026-01-23T20:36:29.502913] [DEBUG] [MAG       ] SHEN: Last date is validated at 2026-01-23
[2026-01-23T20:36:29.626134] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.665199] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.669682] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:29.702276] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-23T20:36:29.702344] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=49.3574%)
[2026-01-23T20:36:29.702758] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-23T20:36:29.702811] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-23T20:36:29.703150] [INFO ] [main      ] Progress: 368/420 forecasts completed (87.6%). UPWK finished in 0.6s. ETA: 9.1s. Rate: 344.15 forecasts/min
[2026-01-23T20:36:29.715368] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.716460] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-23T20:36:29.716512] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-23T20:36:29.716543] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-23T20:36:29.717325] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:29.717407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:29.719108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:29.719630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:29.720205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:29.737793] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2026-01-23T20:36:29.737862] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=67.6768%)
[2026-01-23T20:36:29.738323] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-23T20:36:29.738374] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-23T20:36:29.738661] [INFO ] [main      ] Progress: 369/420 forecasts completed (87.9%). SHEN finished in 0.6s. ETA: 8.9s. Rate: 344.89 forecasts/min
[2026-01-23T20:36:29.746827] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-23
[2026-01-23T20:36:29.750134] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.751445] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-23T20:36:29.751498] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-23T20:36:29.751529] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-23T20:36:29.752509] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:29.752568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:29.757901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:29.758710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:29.759092] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2026-01-23T20:36:29.759163] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=65.4739%)
[2026-01-23T20:36:29.759333] [INFO ] [main      ] Fetching symbol history for BYD...
[2026-01-23T20:36:29.759380] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2026-01-23T20:36:29.760706] [INFO ] [main      ] Progress: 370/420 forecasts completed (88.1%). IGIC finished in 0.7s. ETA: 8.7s. Rate: 345.71 forecasts/min
[2026-01-23T20:36:29.761403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:29.761520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:29.762434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.762536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:29.763774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.772110] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:29.773121] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2026-01-23T20:36:29.773178] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2026-01-23T20:36:29.773210] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2026-01-23T20:36:29.774126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:29.774191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:29.779525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:29.781395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:29.781911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:29.782301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:29.924316] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:30.021519] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-23T20:36:30.021607] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=45.1902%)
[2026-01-23T20:36:30.021782] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-23T20:36:30.021830] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-23T20:36:30.023694] [INFO ] [main      ] Progress: 371/420 forecasts completed (88.3%). TD finished in 0.7s. ETA: 8.5s. Rate: 345.23 forecasts/min
[2026-01-23T20:36:30.033596] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:30.034668] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-23T20:36:30.034723] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-23T20:36:30.034755] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-23T20:36:30.035540] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:30.035625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:30.040966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:30.044030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:30.044717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:30.046468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:30.046969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:30.051139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:30.054690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:30.106100] [DEBUG] [MAG       ] SANM: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.110874] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.173844] [DEBUG] [MAG       ] BYD: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.278037] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:30.302137] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:30.403907] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-23T20:36:30.403974] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=46.8081%)
[2026-01-23T20:36:30.404334] [INFO ] [main      ] Fetching symbol history for BEN...
[2026-01-23T20:36:30.404385] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2026-01-23T20:36:30.404703] [INFO ] [main      ] Progress: 372/420 forecasts completed (88.6%). SANM finished in 0.7s. ETA: 8.4s. Rate: 344.12 forecasts/min
[2026-01-23T20:36:30.417396] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:30.419313] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2026-01-23T20:36:30.419371] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2026-01-23T20:36:30.419403] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2026-01-23T20:36:30.420242] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:30.420302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:30.422394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:30.422919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:30.423306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:30.424447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:30.427989] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:30.428629] [DEBUG] [MAG       ] ING: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.474933] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-23T20:36:30.475012] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=58.5776%)
[2026-01-23T20:36:30.475208] [INFO ] [main      ] Fetching symbol history for DTIL...
[2026-01-23T20:36:30.475262] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2026-01-23T20:36:30.474977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:30.476024] [INFO ] [main      ] Progress: 373/420 forecasts completed (88.8%). DJCO finished in 0.7s. ETA: 8.2s. Rate: 344.67 forecasts/min
[2026-01-23T20:36:30.488685] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:30.489665] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2026-01-23T20:36:30.489725] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2026-01-23T20:36:30.489760] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2026-01-23T20:36:30.490756] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:30.490826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:30.496290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:30.497702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:30.529393] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2026-01-23T20:36:30.529464] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=41.621%)
[2026-01-23T20:36:30.529644] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-23T20:36:30.529690] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-23T20:36:30.530884] [INFO ] [main      ] Progress: 374/420 forecasts completed (89.0%). BYD finished in 0.8s. ETA: 8.0s. Rate: 345.30 forecasts/min
[2026-01-23T20:36:30.543110] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:30.544094] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-23T20:36:30.544153] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-23T20:36:30.544184] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-23T20:36:30.545139] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:30.545201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:30.550149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:30.551177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:30.552983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:30.671526] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:30.754104] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-23T20:36:30.754173] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=55.6873%)
[2026-01-23T20:36:30.754340] [INFO ] [main      ] Fetching symbol history for ARHS...
[2026-01-23T20:36:30.754384] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2026-01-23T20:36:30.754923] [INFO ] [main      ] Progress: 375/420 forecasts completed (89.3%). ING finished in 0.7s. ETA: 7.8s. Rate: 345.04 forecasts/min
[2026-01-23T20:36:30.766605] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:30.768199] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2026-01-23T20:36:30.768257] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2026-01-23T20:36:30.768291] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2026-01-23T20:36:30.769171] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:30.769233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:30.771071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:30.771637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:30.837779] [DEBUG] [MAG       ] BEN: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.878300] [DEBUG] [MAG       ] DTIL: Last date is validated at 2026-01-23
[2026-01-23T20:36:30.905925] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-23
[2026-01-23T20:36:31.013655] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.066967] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.084537] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2026-01-23T20:36:31.084620] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=60.7351%)
[2026-01-23T20:36:31.084782] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-23T20:36:31.084825] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-23T20:36:31.085976] [INFO ] [main      ] Progress: 376/420 forecasts completed (89.5%). BEN finished in 0.7s. ETA: 7.7s. Rate: 344.21 forecasts/min
[2026-01-23T20:36:31.096556] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.097714] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-23T20:36:31.097771] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-23T20:36:31.097809] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-23T20:36:31.098654] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:31.098714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:31.102027] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.103513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:31.105563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:31.106234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:31.106639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:31.107398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.141684] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2026-01-23T20:36:31.141771] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=6.83% (Conf=55.7434%)
[2026-01-23T20:36:31.141941] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-23T20:36:31.141994] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-23T20:36:31.144681] [INFO ] [main      ] Progress: 377/420 forecasts completed (89.8%). DTIL finished in 0.7s. ETA: 7.5s. Rate: 344.81 forecasts/min
[2026-01-23T20:36:31.153470] [DEBUG] [MAG       ] ARHS: Last date is validated at 2026-01-23
[2026-01-23T20:36:31.155597] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.156627] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-23T20:36:31.157020] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-23T20:36:31.157061] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-23T20:36:31.157978] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:31.158043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:31.233854] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-23T20:36:31.233924] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=2.78% (Conf=68.0828%)
[2026-01-23T20:36:31.234266] [INFO ] [main      ] Progress: 378/420 forecasts completed (90.0%). DASH finished in 0.7s. ETA: 7.3s. Rate: 345.26 forecasts/min
[2026-01-23T20:36:31.234396] [INFO ] [main      ] Fetching symbol history for APO...
[2026-01-23T20:36:31.234440] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2026-01-23T20:36:31.247945] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.248902] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2026-01-23T20:36:31.248974] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2026-01-23T20:36:31.249006] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2026-01-23T20:36:31.250238] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:31.250298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:31.255616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:31.258738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-23T20:36:31.286270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.341208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.343920] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.418928] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2026-01-23T20:36:31.418993] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=54.1669%)
[2026-01-23T20:36:31.419157] [INFO ] [main      ] Fetching symbol history for AMZD...
[2026-01-23T20:36:31.419200] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2026-01-23T20:36:31.419863] [INFO ] [main      ] Progress: 379/420 forecasts completed (90.2%). ARHS finished in 0.7s. ETA: 7.1s. Rate: 345.20 forecasts/min
[2026-01-23T20:36:31.431472] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.432481] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2026-01-23T20:36:31.432538] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2026-01-23T20:36:31.432570] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2026-01-23T20:36:31.433403] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:31.433467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:31.438386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:31.440387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:31.440902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:31.441353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:31.441771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:31.442527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:31.443350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:31.451403] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-23
[2026-01-23T20:36:31.559494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:31.561858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.618242] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.633399] [DEBUG] [MAG       ] CWCO: Last date is validated at 2026-01-23
[2026-01-23T20:36:31.699852] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-23T20:36:31.699921] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=52.1701%)
[2026-01-23T20:36:31.700076] [INFO ] [main      ] Fetching symbol history for SAFE...
[2026-01-23T20:36:31.700119] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2026-01-23T20:36:31.700935] [INFO ] [main      ] Progress: 380/420 forecasts completed (90.5%). SOCL finished in 0.6s. ETA: 7.0s. Rate: 344.64 forecasts/min
[2026-01-23T20:36:31.711757] [DEBUG] [MAG       ] APO: Last date is validated at 2026-01-23
[2026-01-23T20:36:31.712560] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.714304] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2026-01-23T20:36:31.714362] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-23T20:36:31.714394] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2026-01-23T20:36:31.715193] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:31.715253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:31.720074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:31.721390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:31.723776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.806074] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.882934] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-23T20:36:31.883002] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=47.3983%)
[2026-01-23T20:36:31.883345] [INFO ] [main      ] Fetching symbol history for AYI...
[2026-01-23T20:36:31.883395] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2026-01-23T20:36:31.883668] [INFO ] [main      ] Progress: 381/420 forecasts completed (90.7%). CWCO finished in 0.7s. ETA: 6.8s. Rate: 344.59 forecasts/min
[2026-01-23T20:36:31.893715] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:31.895769] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:31.896826] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2026-01-23T20:36:31.896884] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2026-01-23T20:36:31.896915] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2026-01-23T20:36:31.897772] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:31.897843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:31.902773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:31.904526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:31.905045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:31.905936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:31.906638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:31.927335] [DEBUG] [MAG       ] AMZD: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.024334] [INFO ] [LOCAL     ] APO: Saved forecast.
[2026-01-23T20:36:32.024405] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=57.0547%)
[2026-01-23T20:36:32.024588] [INFO ] [main      ] Fetching symbol history for AMPL...
[2026-01-23T20:36:32.024637] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2026-01-23T20:36:32.025669] [INFO ] [main      ] Progress: 382/420 forecasts completed (91.0%). APO finished in 0.8s. ETA: 6.6s. Rate: 344.76 forecasts/min
[2026-01-23T20:36:32.037818] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.038984] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2026-01-23T20:36:32.039039] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2026-01-23T20:36:32.039071] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2026-01-23T20:36:32.039943] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:32.040011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:32.048639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:32.050488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:32.065077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.065897] [DEBUG] [MAG       ] SAFE: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.102832] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.181314] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2026-01-23T20:36:32.181394] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=56.9688%)
[2026-01-23T20:36:32.181556] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-23T20:36:32.181620] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-23T20:36:32.182674] [INFO ] [main      ] Progress: 383/420 forecasts completed (91.2%). AMZD finished in 0.8s. ETA: 6.4s. Rate: 344.85 forecasts/min
[2026-01-23T20:36:32.194558] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.195694] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-23T20:36:32.195761] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-23T20:36:32.195801] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-23T20:36:32.196816] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:32.196888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:32.199485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:32.220042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.234783] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.246336] [DEBUG] [MAG       ] AYI: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.304326] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2026-01-23T20:36:32.304390] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-6.71% (Conf=54.6429%)
[2026-01-23T20:36:32.304545] [INFO ] [main      ] Fetching symbol history for JELD...
[2026-01-23T20:36:32.304606] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2026-01-23T20:36:32.305241] [INFO ] [main      ] Progress: 384/420 forecasts completed (91.4%). SAFE finished in 0.6s. ETA: 6.3s. Rate: 345.11 forecasts/min
[2026-01-23T20:36:32.316469] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.317356] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2026-01-23T20:36:32.317428] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2026-01-23T20:36:32.317459] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2026-01-23T20:36:32.318259] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:32.318321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:32.320043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:32.320539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:32.320953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:32.325518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:32.326684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:32.328708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:32.331629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.414517] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.419918] [DEBUG] [MAG       ] AMPL: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.560537] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2026-01-23T20:36:32.560628] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=55.26%)
[2026-01-23T20:36:32.560790] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-23T20:36:32.560833] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-23T20:36:32.562665] [INFO ] [main      ] Progress: 385/420 forecasts completed (91.7%). AYI finished in 0.7s. ETA: 6.1s. Rate: 344.68 forecasts/min
[2026-01-23T20:36:32.574805] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.575747] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-23T20:36:32.575805] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-23T20:36:32.575837] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-23T20:36:32.576678] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:32.576741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:32.581512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:32.582942] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.583409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:32.584368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:32.585673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-23T20:36:32.588206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-23T20:36:32.589736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.595481] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.671144] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2026-01-23T20:36:32.671212] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=54.2686%)
[2026-01-23T20:36:32.671377] [INFO ] [main      ] Fetching symbol history for PFD...
[2026-01-23T20:36:32.671421] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2026-01-23T20:36:32.671888] [INFO ] [main      ] Progress: 386/420 forecasts completed (91.9%). AMPL finished in 0.6s. ETA: 5.9s. Rate: 345.01 forecasts/min
[2026-01-23T20:36:32.683308] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.684421] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2026-01-23T20:36:32.684475] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2026-01-23T20:36:32.684507] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2026-01-23T20:36:32.685345] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:32.685411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:32.687193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:32.687752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:32.690254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.692349] [DEBUG] [MAG       ] JELD: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.780151] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.845236] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-23T20:36:32.845309] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=44.2832%)
[2026-01-23T20:36:32.845478] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-23T20:36:32.845523] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-23T20:36:32.845885] [INFO ] [main      ] Progress: 387/420 forecasts completed (92.1%). DUKB finished in 0.7s. ETA: 5.7s. Rate: 345.01 forecasts/min
[2026-01-23T20:36:32.858393] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.859272] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-23T20:36:32.859325] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-23T20:36:32.859357] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-23T20:36:32.860182] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:32.860243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:32.866288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:32.867739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:32.879655] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:32.940234] [DEBUG] [MAG       ] BRZE: Last date is validated at 2026-01-23
[2026-01-23T20:36:32.961300] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2026-01-23T20:36:32.961367] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=56.5528%)
[2026-01-23T20:36:32.961524] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-23T20:36:32.961584] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-23T20:36:32.961876] [INFO ] [main      ] Progress: 388/420 forecasts completed (92.4%). JELD finished in 0.7s. ETA: 5.6s. Rate: 345.31 forecasts/min
[2026-01-23T20:36:32.972650] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:32.973473] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-23T20:36:32.973529] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-23T20:36:32.973562] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-23T20:36:32.974366] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:32.974429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:32.976137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:32.976659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:32.977097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:32.978072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:33.045026] [DEBUG] [MAG       ] PFD: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.087839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:33.089055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:33.089689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:33.092455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:33.114370] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.214524] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-23T20:36:33.214610] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=6.47% (Conf=56.3953%)
[2026-01-23T20:36:33.214977] [INFO ] [main      ] Fetching symbol history for NVDD...
[2026-01-23T20:36:33.215031] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2026-01-23T20:36:33.215975] [INFO ] [main      ] Progress: 389/420 forecasts completed (92.6%). BRZE finished in 0.7s. ETA: 5.4s. Rate: 344.90 forecasts/min
[2026-01-23T20:36:33.223026] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.228071] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:33.229891] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2026-01-23T20:36:33.229953] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2026-01-23T20:36:33.229991] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2026-01-23T20:36:33.230938] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:33.231014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:33.236444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:33.237692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:33.240434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:33.242215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-23T20:36:33.242945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:33.251424] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.287300] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2026-01-23T20:36:33.287390] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=37.5869%)
[2026-01-23T20:36:33.287563] [INFO ] [main      ] Fetching symbol history for ED...
[2026-01-23T20:36:33.287627] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2026-01-23T20:36:33.288801] [INFO ] [main      ] Progress: 390/420 forecasts completed (92.9%). PFD finished in 0.6s. ETA: 5.2s. Rate: 345.42 forecasts/min
[2026-01-23T20:36:33.300318] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:33.301254] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2026-01-23T20:36:33.301307] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2026-01-23T20:36:33.301339] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2026-01-23T20:36:33.302181] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:33.302243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:33.307307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:33.311214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-23T20:36:33.312642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:33.428627] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.490817] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-23T20:36:33.490887] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=44.8838%)
[2026-01-23T20:36:33.491061] [INFO ] [main      ] Fetching symbol history for GSHD...
[2026-01-23T20:36:33.491108] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2026-01-23T20:36:33.493968] [INFO ] [main      ] Progress: 391/420 forecasts completed (93.1%). SKLZ finished in 0.6s. ETA: 5.0s. Rate: 345.26 forecasts/min
[2026-01-23T20:36:33.510783] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:33.513614] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2026-01-23T20:36:33.513670] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2026-01-23T20:36:33.513703] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2026-01-23T20:36:33.514469] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:33.514529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:33.516374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:33.519962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:33.583007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:33.585686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:33.586810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:33.594889] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.704664] [DEBUG] [MAG       ] NVDD: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.709415] [DEBUG] [MAG       ] ED: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.877251] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.879899] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.931120] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:33.932285] [DEBUG] [MAG       ] GSHD: Last date is validated at 2026-01-23
[2026-01-23T20:36:33.970515] [INFO ] [LOCAL     ] ED: Saved forecast.
[2026-01-23T20:36:33.970600] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=64.9168%)
[2026-01-23T20:36:33.970947] [INFO ] [main      ] Progress: 392/420 forecasts completed (93.3%). ED finished in 0.7s. ETA: 4.9s. Rate: 343.73 forecasts/min
[2026-01-23T20:36:33.971074] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-23T20:36:33.971118] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-23T20:36:33.975953] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-23T20:36:33.976019] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=55.9998%)
[2026-01-23T20:36:33.976177] [INFO ] [main      ] Fetching symbol history for SDA...
[2026-01-23T20:36:33.976220] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2026-01-23T20:36:33.976492] [INFO ] [main      ] Progress: 393/420 forecasts completed (93.6%). ASA finished in 1.0s. ETA: 4.7s. Rate: 344.57 forecasts/min
[2026-01-23T20:36:33.983694] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:33.984608] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-23T20:36:33.984661] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-23T20:36:33.984693] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-23T20:36:33.985498] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:33.985563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:33.987429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:33.988002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:33.988447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:33.989463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:33.986856] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:33.991104] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2026-01-23T20:36:33.991158] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2026-01-23T20:36:33.991189] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2026-01-23T20:36:33.992057] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-23T20:36:33.992115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:33.996958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:33.999020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.036562] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2026-01-23T20:36:34.036648] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=76.28%)
[2026-01-23T20:36:34.036810] [INFO ] [main      ] Fetching symbol history for ELME...
[2026-01-23T20:36:34.036852] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2026-01-23T20:36:34.037946] [INFO ] [main      ] Progress: 394/420 forecasts completed (93.8%). NVDD finished in 0.8s. ETA: 4.5s. Rate: 345.14 forecasts/min
[2026-01-23T20:36:34.048442] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.049404] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2026-01-23T20:36:34.049455] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-23T20:36:34.049496] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2026-01-23T20:36:34.050322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:34.050383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:34.052096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:34.052650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:34.053042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:34.107421] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:34.163724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:34.201771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.215981] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2026-01-23T20:36:34.216049] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=66.095%)
[2026-01-23T20:36:34.216216] [INFO ] [main      ] Fetching symbol history for PX...
[2026-01-23T20:36:34.216261] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2026-01-23T20:36:34.216929] [INFO ] [main      ] Progress: 395/420 forecasts completed (94.0%). GSHD finished in 0.7s. ETA: 4.3s. Rate: 345.12 forecasts/min
[2026-01-23T20:36:34.227989] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.229148] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2026-01-23T20:36:34.229201] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2026-01-23T20:36:34.229231] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2026-01-23T20:36:34.230020] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:34.230081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:34.234896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:34.235730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:34.238468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-23T20:36:34.242319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:34.245006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.340998] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-23
[2026-01-23T20:36:34.356590] [DEBUG] [MAG       ] SDA: Last date is validated at 2026-01-23
[2026-01-23T20:36:34.517286] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:34.530098] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:34.550813] [DEBUG] [MAG       ] ELME: Last date is validated at 2026-01-23
[2026-01-23T20:36:34.583565] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-23T20:36:34.583655] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=46.2536%)
[2026-01-23T20:36:34.583983] [INFO ] [main      ] Fetching symbol history for CXDO...
[2026-01-23T20:36:34.584036] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2026-01-23T20:36:34.585088] [INFO ] [main      ] Progress: 396/420 forecasts completed (94.3%). ELVA finished in 0.6s. ETA: 4.2s. Rate: 344.14 forecasts/min
[2026-01-23T20:36:34.598075] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.599988] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2026-01-23T20:36:34.600066] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2026-01-23T20:36:34.600106] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2026-01-23T20:36:34.601027] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:34.601102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:34.602961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:34.603487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:34.603910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:34.604867] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2026-01-23T20:36:34.604937] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=52.2565%)
[2026-01-23T20:36:34.605290] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-23T20:36:34.605341] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-23T20:36:34.605676] [INFO ] [main      ] Progress: 397/420 forecasts completed (94.5%). SDA finished in 0.6s. ETA: 4.0s. Rate: 344.91 forecasts/min
[2026-01-23T20:36:34.609493] [DEBUG] [MAG       ] PX: Last date is validated at 2026-01-23
[2026-01-23T20:36:34.617722] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.618958] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-23T20:36:34.619018] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-23T20:36:34.619054] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-23T20:36:34.619919] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-23T20:36:34.619986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:34.624821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:34.626679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:34.627169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:34.627623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:34.628542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:34.629234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-23T20:36:34.630368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:34.631521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:34.632015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-23T20:36:34.634072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.651348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:34.652475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:34.657126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:34.658672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:34.659338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.721328] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:34.791539] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:34.820959] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2026-01-23T20:36:34.821358] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=90.66% (Conf=51.4368%)
[2026-01-23T20:36:34.821710] [INFO ] [main      ] Fetching symbol history for DIN...
[2026-01-23T20:36:34.821761] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2026-01-23T20:36:34.823095] [INFO ] [main      ] Progress: 398/420 forecasts completed (94.8%). ELME finished in 0.8s. ETA: 3.8s. Rate: 344.69 forecasts/min
[2026-01-23T20:36:34.833132] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.834158] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2026-01-23T20:36:34.834210] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2026-01-23T20:36:34.834240] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2026-01-23T20:36:34.835056] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:34.835129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:34.839940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:34.841744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:34.842224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:34.842633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:34.865634] [INFO ] [LOCAL     ] PX: Saved forecast.
[2026-01-23T20:36:34.865701] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=54.0617%)
[2026-01-23T20:36:34.865860] [INFO ] [main      ] Fetching symbol history for GLTO...
[2026-01-23T20:36:34.865903] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2026-01-23T20:36:34.866908] [INFO ] [main      ] Progress: 399/420 forecasts completed (95.0%). PX finished in 0.6s. ETA: 3.6s. Rate: 345.34 forecasts/min
[2026-01-23T20:36:34.875965] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:34.878630] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2026-01-23T20:36:34.878690] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2026-01-23T20:36:34.878723] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2026-01-23T20:36:34.879596] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:34.879664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:34.886261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:34.887215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:34.888097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:34.934752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:34.936315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:34.938707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-23T20:36:34.940479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-23T20:36:34.941858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-23T20:36:34.944981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:34.955608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-23T20:36:34.958794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:34.976695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.037750] [DEBUG] [MAG       ] CXDO: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.055653] [DEBUG] [MAG       ] BAP: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.209967] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.225767] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.277675] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2026-01-23T20:36:35.277743] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=38.3656%)
[2026-01-23T20:36:35.277906] [INFO ] [main      ] Fetching symbol history for HYXF...
[2026-01-23T20:36:35.277950] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2026-01-23T20:36:35.278943] [INFO ] [main      ] Progress: 400/420 forecasts completed (95.2%). CXDO finished in 0.7s. ETA: 3.5s. Rate: 344.16 forecasts/min
[2026-01-23T20:36:35.289720] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:35.290748] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2026-01-23T20:36:35.290800] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2026-01-23T20:36:35.291160] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2026-01-23T20:36:35.292028] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:35.292103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:35.297140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:35.297911] [DEBUG] [MAG       ] GLTO: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.298239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:35.300361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:35.302260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.316496] [DEBUG] [MAG       ] DIN: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.366335] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-23T20:36:35.366404] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=50.152%)
[2026-01-23T20:36:35.366588] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-23T20:36:35.366633] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-23T20:36:35.368717] [INFO ] [main      ] Progress: 401/420 forecasts completed (95.5%). BAP finished in 0.8s. ETA: 3.3s. Rate: 344.58 forecasts/min
[2026-01-23T20:36:35.378544] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:35.379479] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-23T20:36:35.379531] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-23T20:36:35.379563] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-23T20:36:35.380453] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-23T20:36:35.380515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:35.385305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:35.387113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:35.387640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-23T20:36:35.388486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-23T20:36:35.390694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.473633] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.489279] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.580166] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2026-01-23T20:36:35.580233] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=54.3098%)
[2026-01-23T20:36:35.580393] [INFO ] [main      ] Fetching symbol history for DRLL...
[2026-01-23T20:36:35.580436] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2026-01-23T20:36:35.582077] [INFO ] [main      ] Progress: 402/420 forecasts completed (95.7%). DIN finished in 0.8s. ETA: 3.1s. Rate: 344.39 forecasts/min
[2026-01-23T20:36:35.592329] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:35.593317] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2026-01-23T20:36:35.593368] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2026-01-23T20:36:35.593399] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2026-01-23T20:36:35.594191] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-23T20:36:35.594249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:35.595019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-23T20:36:35.597058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-23T20:36:35.598403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.606638] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2026-01-23T20:36:35.606716] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-12.99% (Conf=61.9164%)
[2026-01-23T20:36:35.606875] [INFO ] [main      ] Fetching symbol history for GME...
[2026-01-23T20:36:35.606919] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2026-01-23T20:36:35.608693] [INFO ] [main      ] Progress: 403/420 forecasts completed (96.0%). GLTO finished in 0.7s. ETA: 3.0s. Rate: 345.11 forecasts/min
[2026-01-23T20:36:35.619218] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:35.620251] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2026-01-23T20:36:35.620303] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2026-01-23T20:36:35.620334] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2026-01-23T20:36:35.621126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:35.621187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:35.625960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:35.627903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:35.628595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:35.628984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.650231] [DEBUG] [MAG       ] HYXF: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.749728] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.821300] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.884601] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2026-01-23T20:36:35.884671] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=41.5907%)
[2026-01-23T20:36:35.884836] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-23T20:36:35.884881] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-23T20:36:35.886669] [INFO ] [main      ] Progress: 404/420 forecasts completed (96.2%). HYXF finished in 0.6s. ETA: 2.8s. Rate: 344.60 forecasts/min
[2026-01-23T20:36:35.898690] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:35.899736] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-23T20:36:35.899797] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-23T20:36:35.899830] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-23T20:36:35.900749] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:35.900815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:35.905823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:35.907708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:35.908196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:35.908622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:35.909492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:35.911285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:35.912320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:35.920873] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:35.939846] [DEBUG] [MAG       ] DRLL: Last date is validated at 2026-01-23
[2026-01-23T20:36:35.970937] [DEBUG] [MAG       ] GME: Last date is validated at 2026-01-23
[2026-01-23T20:36:36.052954] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-23T20:36:36.053021] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=57.3855%)
[2026-01-23T20:36:36.053184] [INFO ] [main      ] Fetching symbol history for AVK...
[2026-01-23T20:36:36.053251] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2026-01-23T20:36:36.054678] [INFO ] [main      ] Progress: 405/420 forecasts completed (96.4%). CMI finished in 0.7s. ETA: 2.6s. Rate: 344.63 forecasts/min
[2026-01-23T20:36:36.065150] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:36.066395] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2026-01-23T20:36:36.066448] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2026-01-23T20:36:36.066479] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2026-01-23T20:36:36.067266] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:36.067324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:36.072877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:36.108496] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:36.144562] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:36.234499] [INFO ] [LOCAL     ] GME: Saved forecast.
[2026-01-23T20:36:36.234582] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=51.0035%)
[2026-01-23T20:36:36.234985] [INFO ] [main      ] Progress: 406/420 forecasts completed (96.7%). GME finished in 0.6s. ETA: 2.4s. Rate: 344.60 forecasts/min
[2026-01-23T20:36:36.235127] [INFO ] [main      ] Fetching symbol history for GEN...
[2026-01-23T20:36:36.235172] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2026-01-23T20:36:36.247626] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:36.248705] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2026-01-23T20:36:36.248758] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-23T20:36:36.248790] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2026-01-23T20:36:36.249611] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:36.249673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:36.254607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:36.273002] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2026-01-23T20:36:36.273067] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=55.3794%)
[2026-01-23T20:36:36.273502] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-23T20:36:36.273553] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-23T20:36:36.273667] [INFO ] [main      ] Progress: 407/420 forecasts completed (96.9%). DRLL finished in 0.7s. ETA: 2.3s. Rate: 345.26 forecasts/min
[2026-01-23T20:36:36.283363] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-23
[2026-01-23T20:36:36.285748] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:36.286512] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-23T20:36:36.286562] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-23T20:36:36.286612] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-23T20:36:36.287392] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:36.287456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:36.292424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:36.293275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:36.294118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:36.296512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-23T20:36:36.297782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:36.299741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:36.372654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-23T20:36:36.373959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:36.374658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-23T20:36:36.377603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:36.392771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:36.424145] [DEBUG] [MAG       ] AVK: Last date is validated at 2026-01-23
[2026-01-23T20:36:36.457860] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:36.548742] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-23T20:36:36.548814] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-4.55% (Conf=53.9295%)
[2026-01-23T20:36:36.548978] [INFO ] [main      ] Fetching symbol history for ENB...
[2026-01-23T20:36:36.549023] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2026-01-23T20:36:36.550590] [INFO ] [main      ] Progress: 408/420 forecasts completed (97.1%). GSBC finished in 0.7s. ETA: 2.1s. Rate: 344.76 forecasts/min
[2026-01-23T20:36:36.561504] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:36.562543] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2026-01-23T20:36:36.562617] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2026-01-23T20:36:36.562650] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2026-01-23T20:36:36.563510] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:36.563593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:36.565419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:36.565967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:36.594691] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:36.618090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-23T20:36:36.620869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:36.651679] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2026-01-23T20:36:36.651750] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=46.0566%)
[2026-01-23T20:36:36.651919] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-23T20:36:36.651987] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-23T20:36:36.653831] [INFO ] [main      ] Progress: 409/420 forecasts completed (97.4%). AVK finished in 0.6s. ETA: 1.9s. Rate: 345.10 forecasts/min
[2026-01-23T20:36:36.664164] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:36.665034] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-23T20:36:36.665089] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-23T20:36:36.665123] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-23T20:36:36.666006] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-23T20:36:36.666072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:36.669939] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-23
[2026-01-23T20:36:36.671271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:36.673451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:36.674014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:36.674456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:36.719297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:36.720868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:36.781473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-23T20:36:36.790514] [DEBUG] [MAG       ] GEN: Last date is validated at 2026-01-23
[2026-01-23T20:36:36.791800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:36.886981] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:37.066058] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:37.073549] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-23T20:36:37.073664] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=65.5803%)
[2026-01-23T20:36:37.074121] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2026-01-23T20:36:37.074188] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2026-01-23T20:36:37.074684] [INFO ] [main      ] Progress: 410/420 forecasts completed (97.6%). SATS finished in 0.8s. ETA: 1.7s. Rate: 343.91 forecasts/min
[2026-01-23T20:36:37.086277] [DEBUG] [MAG       ] ENB: Last date is validated at 2026-01-23
[2026-01-23T20:36:37.093497] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:37.094907] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2026-01-23T20:36:37.094991] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2026-01-23T20:36:37.095038] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2026-01-23T20:36:37.096561] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:37.096726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:37.100047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:37.100818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:37.101493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:37.102951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-23T20:36:37.108997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-23T20:36:37.110064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:37.177039] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2026-01-23T20:36:37.177135] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=51.32%)
[2026-01-23T20:36:37.177642] [INFO ] [main      ] Progress: 411/420 forecasts completed (97.9%). GEN finished in 0.9s. ETA: 1.6s. Rate: 344.25 forecasts/min
[2026-01-23T20:36:37.177958] [INFO ] [main      ] Fetching symbol history for XOMA...
[2026-01-23T20:36:37.178027] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2026-01-23T20:36:37.197918] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:37.199108] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2026-01-23T20:36:37.199196] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2026-01-23T20:36:37.199251] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2026-01-23T20:36:37.200699] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-23T20:36:37.200811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:37.203559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:37.204393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:37.328001] [DEBUG] [MAG       ] RCS: Last date is validated at 2026-01-23
[2026-01-23T20:36:37.364208] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:37.369045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-23T20:36:37.370819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-23T20:36:37.372304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-23T20:36:37.396085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:37.464875] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2026-01-23T20:36:37.464981] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=50.8925%)
[2026-01-23T20:36:37.465240] [INFO ] [main      ] Fetching symbol history for CTS...
[2026-01-23T20:36:37.465310] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2026-01-23T20:36:37.466059] [INFO ] [main      ] Progress: 412/420 forecasts completed (98.1%). ENB finished in 0.9s. ETA: 1.4s. Rate: 343.71 forecasts/min
[2026-01-23T20:36:37.490089] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:37.491296] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2026-01-23T20:36:37.491376] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2026-01-23T20:36:37.491430] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2026-01-23T20:36:37.492829] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:37.492937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:37.501075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:37.504177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:37.504929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:37.505499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:37.596336] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:37.652165] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2026-01-23
[2026-01-23T20:36:37.699356] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-23T20:36:37.699449] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=42.3952%)
[2026-01-23T20:36:37.699746] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-23T20:36:37.699803] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-23T20:36:37.701006] [INFO ] [main      ] Progress: 413/420 forecasts completed (98.3%). RCS finished in 1.0s. ETA: 1.2s. Rate: 343.42 forecasts/min
[2026-01-23T20:36:37.713740] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:37.714799] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-23T20:36:37.714862] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-23T20:36:37.714895] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-23T20:36:37.715806] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-23T20:36:37.715877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:37.721150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:37.723196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-23T20:36:37.723796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:37.724348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:37.727216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-23T20:36:37.727978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-23T20:36:37.729415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:37.956354] [DEBUG] [MAG       ] CTS: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.012100] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:38.043226] [DEBUG] [MAG       ] XOMA: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.134916] [DEBUG] [MAG       ] STTK: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.228011] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:38.228715] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2026-01-23T20:36:38.228801] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-4.47% (Conf=52.4798%)
[2026-01-23T20:36:38.228986] [INFO ] [main      ] Fetching symbol history for FIBK...
[2026-01-23T20:36:38.229031] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2026-01-23T20:36:38.230179] [INFO ] [main      ] Progress: 414/420 forecasts completed (98.6%). ZEPP finished in 1.2s. ETA: 1.1s. Rate: 341.74 forecasts/min
[2026-01-23T20:36:38.255952] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:38.256892] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2026-01-23T20:36:38.256955] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2026-01-23T20:36:38.256999] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2026-01-23T20:36:38.258024] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-23T20:36:38.258142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-23T20:36:38.270242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-23T20:36:38.271305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-23T20:36:38.272746] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:38.277097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-23T20:36:38.315671] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:38.330063] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2026-01-23T20:36:38.330147] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=41.1081%)
[2026-01-23T20:36:38.330597] [INFO ] [main      ] Progress: 415/420 forecasts completed (98.8%). XOMA finished in 1.2s. ETA: 0.9s. Rate: 342.10 forecasts/min
[2026-01-23T20:36:38.330750] [INFO ] [main      ] Fetching symbol history for MCO...
[2026-01-23T20:36:38.330798] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2026-01-23T20:36:38.349553] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:38.350517] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2026-01-23T20:36:38.350603] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2026-01-23T20:36:38.350649] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2026-01-23T20:36:38.351541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-23T20:36:38.351625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-23T20:36:38.353387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-23T20:36:38.353978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-23T20:36:38.354423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:38.356600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:38.393068] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2026-01-23T20:36:38.393141] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=54.9336%)
[2026-01-23T20:36:38.393317] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-23T20:36:38.393375] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-23T20:36:38.393826] [INFO ] [main      ] Progress: 416/420 forecasts completed (99.0%). CTS finished in 0.9s. ETA: 0.7s. Rate: 342.62 forecasts/min
[2026-01-23T20:36:38.406697] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-23T20:36:38.409625] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-23T20:36:38.409697] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-23T20:36:38.409756] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-23T20:36:38.410691] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-23T20:36:38.410770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-23T20:36:38.411756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:38.422295] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-23T20:36:38.422360] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=58.6258%)
[2026-01-23T20:36:38.422895] [INFO ] [main      ] Progress: 417/420 forecasts completed (99.3%). STTK finished in 0.7s. ETA: 0.5s. Rate: 343.31 forecasts/min
[2026-01-23T20:36:38.478886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-23T20:36:38.480998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-23T20:36:38.521127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-23T20:36:38.570077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-23T20:36:38.572724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-23T20:36:38.573409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-23T20:36:38.736261] [DEBUG] [MAG       ] MCO: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.796041] [DEBUG] [MAG       ] GBDC: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.908609] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:38.917556] [DEBUG] [MAG       ] FIBK: Last date is validated at 2026-01-23
[2026-01-23T20:36:38.976089] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:39.031334] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-23T20:36:39.031405] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=55.9223%)
[2026-01-23T20:36:39.031828] [INFO ] [main      ] Progress: 418/420 forecasts completed (99.5%). GBDC finished in 0.6s. ETA: 0.4s. Rate: 341.28 forecasts/min
[2026-01-23T20:36:39.084715] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2026-01-26
[2026-01-23T20:36:39.087999] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2026-01-23T20:36:39.088069] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=45.5943%)
[2026-01-23T20:36:39.088432] [INFO ] [main      ] Progress: 419/420 forecasts completed (99.8%). MCO finished in 0.8s. ETA: 0.2s. Rate: 341.84 forecasts/min
[2026-01-23T20:36:39.175458] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2026-01-23T20:36:39.175526] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=55.5577%)
[2026-01-23T20:36:39.175989] [INFO ] [main      ] Progress: 420/420 forecasts completed (100.0%). FIBK finished in 0.9s. ETA: 0.0s. Rate: 342.24 forecasts/min
[2026-01-23T20:36:39.204544] [INFO ] [main      ] Parallel forecast generation completed in 1m 14s. Processed 420 forecasts.
[2026-01-23T20:36:39.204720] [INFO ] [main      ] Generated and saved 420 forecast pairs.
[2026-01-23T20:36:39.936961] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (420/420 @ 100.00%)'
[2026-01-23T20:36:39.938372] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-23T20:36:39.938448] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-23T20:36:39.938917] [INFO ] [main      ] Found 47 forecast dates
[2026-01-23T20:36:39.938959] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-23T20:36:40.059498] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-23T20:36:40.063431] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-23T20:36:40.063565] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-23T20:36:40.164391] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-23T20:36:40.175440] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-23T20:36:40.175542] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-23T20:36:40.306460] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-23T20:36:40.308315] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-23T20:36:40.308557] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-23T20:36:40.407564] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-23T20:36:40.409199] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-23T20:36:40.409300] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-23T20:36:40.517173] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-23T20:36:40.538412] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-23T20:36:40.538550] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-23T20:36:40.662591] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-23T20:36:40.664527] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-23T20:36:40.664649] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-23T20:36:40.779616] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-23T20:36:40.782330] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-23T20:36:40.782455] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-23T20:36:40.894434] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-23T20:36:40.897982] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-23T20:36:40.898083] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-23T20:36:41.126302] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-23T20:36:41.129781] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-23T20:36:41.129955] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-23T20:36:41.303005] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-23T20:36:41.305891] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-23T20:36:41.306031] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-23T20:36:41.497003] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-23T20:36:41.499885] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-23T20:36:41.500054] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-23T20:36:41.709956] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-23T20:36:41.713290] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-23T20:36:41.713453] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-23T20:36:41.943796] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-23T20:36:41.948976] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-23T20:36:41.949249] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-23T20:36:42.169419] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-23T20:36:42.172752] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-23T20:36:42.172921] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-23T20:36:42.411026] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-23T20:36:42.414254] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-23T20:36:42.414420] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-23T20:36:42.620516] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-23T20:36:42.623853] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-23T20:36:42.624062] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-23T20:36:42.721410] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-23T20:36:42.723124] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-23T20:36:42.723244] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-23T20:36:42.822343] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-23T20:36:42.823995] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-23T20:36:42.824092] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-23T20:36:42.918200] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-23T20:36:42.919867] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-23T20:36:42.919976] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-23T20:36:43.010158] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-23T20:36:43.011829] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-23T20:36:43.011942] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-23T20:36:43.089449] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-23T20:36:43.091072] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-23T20:36:43.091175] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-23T20:36:43.197198] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-23T20:36:43.198875] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-23T20:36:43.198982] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-23T20:36:43.323859] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-23T20:36:43.325540] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-23T20:36:43.325674] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-23T20:36:43.422301] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-23T20:36:43.423947] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-23T20:36:43.424056] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-23T20:36:43.509450] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-23T20:36:43.511208] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-23T20:36:43.511322] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-23T20:36:43.604666] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-23T20:36:43.606291] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-23T20:36:43.606401] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-23T20:36:43.702946] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-23T20:36:43.704544] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-23T20:36:43.704673] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-23T20:36:43.797595] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-23T20:36:43.799054] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-23T20:36:43.799158] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-23T20:36:43.889910] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-23T20:36:43.891508] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-23T20:36:43.891628] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-23T20:36:43.979202] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-23T20:36:43.980695] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-23T20:36:43.980783] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-23T20:36:44.078240] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-23T20:36:44.079726] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-23T20:36:44.079817] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-23T20:36:44.163414] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-23T20:36:44.164865] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-23T20:36:44.164949] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-23T20:36:44.249749] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-23T20:36:44.251324] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-23T20:36:44.251421] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-23T20:36:44.350738] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-23T20:36:44.352487] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-23T20:36:44.352617] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-23T20:36:44.443449] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-23T20:36:44.445211] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-23T20:36:44.445327] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-23T20:36:44.537467] [INFO ] [main      ] Overwriting existing report for 2026-01-08
[2026-01-23T20:36:44.539193] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-23T20:36:44.539312] [INFO ] [main      ] Processing forecast date: 2026-01-09
[2026-01-23T20:36:44.629733] [INFO ] [main      ] Overwriting existing report for 2026-01-09
[2026-01-23T20:36:44.631264] [INFO ] [main      ] Generated forecast report for 2026-01-09: 392 forecasts
[2026-01-23T20:36:44.631371] [INFO ] [main      ] Processing forecast date: 2026-01-12
[2026-01-23T20:36:44.735286] [INFO ] [main      ] Overwriting existing report for 2026-01-12
[2026-01-23T20:36:44.736796] [INFO ] [main      ] Generated forecast report for 2026-01-12: 417 forecasts
[2026-01-23T20:36:44.736882] [INFO ] [main      ] Processing forecast date: 2026-01-13
[2026-01-23T20:36:44.822298] [INFO ] [main      ] Overwriting existing report for 2026-01-13
[2026-01-23T20:36:44.823803] [INFO ] [main      ] Generated forecast report for 2026-01-13: 385 forecasts
[2026-01-23T20:36:44.823903] [INFO ] [main      ] Processing forecast date: 2026-01-14
[2026-01-23T20:36:44.908555] [INFO ] [main      ] Overwriting existing report for 2026-01-14
[2026-01-23T20:36:44.909939] [INFO ] [main      ] Generated forecast report for 2026-01-14: 378 forecasts
[2026-01-23T20:36:44.910025] [INFO ] [main      ] Processing forecast date: 2026-01-15
[2026-01-23T20:36:45.013542] [INFO ] [main      ] Overwriting existing report for 2026-01-15
[2026-01-23T20:36:45.015519] [INFO ] [main      ] Generated forecast report for 2026-01-15: 419 forecasts
[2026-01-23T20:36:45.015648] [INFO ] [main      ] Processing forecast date: 2026-01-16
[2026-01-23T20:36:45.118957] [INFO ] [main      ] Overwriting existing report for 2026-01-16
[2026-01-23T20:36:45.120601] [INFO ] [main      ] Generated forecast report for 2026-01-16: 415 forecasts
[2026-01-23T20:36:45.120713] [INFO ] [main      ] Processing forecast date: 2026-01-20
[2026-01-23T20:36:45.213945] [INFO ] [main      ] Overwriting existing report for 2026-01-20
[2026-01-23T20:36:45.215638] [INFO ] [main      ] Generated forecast report for 2026-01-20: 411 forecasts
[2026-01-23T20:36:45.215772] [INFO ] [main      ] Processing forecast date: 2026-01-21
[2026-01-23T20:36:45.308259] [INFO ] [main      ] Overwriting existing report for 2026-01-21
[2026-01-23T20:36:45.309865] [INFO ] [main      ] Generated forecast report for 2026-01-21: 403 forecasts
[2026-01-23T20:36:45.309961] [INFO ] [main      ] Processing forecast date: 2026-01-22
[2026-01-23T20:36:45.420247] [INFO ] [main      ] Overwriting existing report for 2026-01-22
[2026-01-23T20:36:45.421888] [INFO ] [main      ] Generated forecast report for 2026-01-22: 429 forecasts
[2026-01-23T20:36:45.422004] [INFO ] [main      ] Processing forecast date: 2026-01-23
[2026-01-23T20:36:45.513276] [INFO ] [main      ] Overwriting existing report for 2026-01-23
[2026-01-23T20:36:45.514896] [INFO ] [main      ] Generated forecast report for 2026-01-23: 416 forecasts
[2026-01-23T20:36:45.514997] [INFO ] [main      ] Processing forecast date: 2026-01-26
[2026-01-23T20:36:45.524482] [INFO ] [main      ] Generated forecast report for 2026-01-26: 420 forecasts
[2026-01-23T20:36:45.524592] [INFO ] [main      ] Generated 47/47 forecast reports
[2026-01-23T20:36:45.524645] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-26.txt
[2026-01-23T20:36:46.205918] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-26'
[2026-01-23T20:36:46.206092] [INFO ] [main      ] Forecast report email sent for 2026-01-26
[2026-01-23T20:36:46.206155] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-23T20:36:46.206391] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-23T20:36:46.206553] [INFO ] [STATE     ] Last completion updated: 2026-01-23T20:36:46.206449