[2025-12-23T20:30:02.450101] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-23T20:30:02.646743] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-23T20:30:02.828939] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-23T20:30:03.010789] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-23T20:30:03.208028] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-23T20:30:03.208522] [WARN ] [STATE     ] State set to: WAITING
[2025-12-23T20:30:03.208620] [INFO ] [STATE     ] Checking service statuses...
[2025-12-23T20:30:03.216730] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:03.221313] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:03.291803] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:03.359549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:03.426940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:03.427057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:06.433471] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:06.437355] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:06.441178] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:06.444800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:06.448348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:06.448422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:09.454287] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:09.459342] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:09.463676] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:09.468172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:09.472788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:09.472905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:12.477980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:12.483482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:12.489223] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:12.494508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:12.499853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:12.499981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:15.506789] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:15.512297] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:15.518190] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:15.524084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:15.529031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:15.529153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:18.534801] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:18.538973] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:18.543526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:18.547426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:18.551212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:18.551325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:21.556628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:21.560716] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:21.564645] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:21.569888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:21.575049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:21.575187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:24.581014] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:24.584816] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:24.588500] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:24.591976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:24.595261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:24.595343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:27.602827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:27.609812] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:27.615792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:27.621629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:27.627762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:27.627915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:30.634233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:30.639282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:30.643736] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:30.647615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:30.651016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:30.651091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:33.656039] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:33.660059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:33.727453] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:33.797717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:33.867526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:33.867661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:36.873031] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:36.876934] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:36.880705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:36.884374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:36.888540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:36.888681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:39.894904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:39.900629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:39.905828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:39.910798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:39.916165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:39.916287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:42.921607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:42.925293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:42.928725] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:42.932001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:42.936040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:42.936168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:45.941829] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:45.945926] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:45.949870] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:45.953561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:45.957155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:45.957245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:48.962933] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:48.967076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:48.971090] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:48.975048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:48.979353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:48.979434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:51.984898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:51.988604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:51.992084] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:51.995713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:51.999589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:51.999675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:55.005053] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:55.008510] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:55.012059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:55.015588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:55.019040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:55.019109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:30:58.026029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:30:58.031489] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:30:58.036619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:30:58.041006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:30:58.045889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:30:58.046003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:01.051231] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:01.054625] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:01.057912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:01.061140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:01.064466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:01.064637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:04.070450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:04.074098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:04.142384] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:04.209134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:04.278097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:04.278268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:07.283875] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:07.288075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:07.292074] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:07.295953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:07.299759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:07.299858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:10.305974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:10.310485] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:10.315498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:10.319728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:10.323829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:10.323934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:13.329371] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:13.333595] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:13.337283] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:13.341742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:13.345701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:13.345775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:16.351448] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:16.355612] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:16.359305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:16.363244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:16.366751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:16.366862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:19.371520] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:19.375064] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:19.378441] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:19.381958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:19.385482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:19.385591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:22.390004] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:22.393554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:22.398039] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:22.401565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:22.404901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:22.404989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:25.411921] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:25.418241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:25.423817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:25.428783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:25.433729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:25.433864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:28.439256] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:28.442624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:28.445860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:28.449026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:28.452246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:28.452312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:31.459941] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:31.464997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:31.469647] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:31.474311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:31.479444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:31.479630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:34.486439] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:34.492648] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:34.498807] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:34.504753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:34.508429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:34.508500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:37.513790] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:37.518074] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:37.522153] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:37.526024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:37.530159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:37.530278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:40.536099] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:40.541410] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:40.547275] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:40.552557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:40.558503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:40.558745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:43.564845] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:43.568686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:43.572071] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:43.575556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:43.579895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:43.580040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:46.585435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:46.588972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:46.592260] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:46.596044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:46.600135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:46.600234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:49.605319] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:49.609350] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:49.613028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:49.617438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:49.621178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:49.621254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:52.626388] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:52.630023] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:52.633508] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:52.637059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:52.640453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:52.640546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:55.645252] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:55.648921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:55.652444] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:55.655901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:55.659211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:55.659303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:31:58.664199] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:31:58.667910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:31:58.671825] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:31:58.675031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:31:58.678189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:31:58.678257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:01.683638] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:01.687327] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:01.691321] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:01.694663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:01.698244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:01.698329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:04.704670] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:04.710234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:04.716532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:04.723074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:04.728442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:04.728598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:07.733688] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:07.737029] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:07.740329] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:07.743508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:07.746675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:07.746741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:10.751894] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:10.755854] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:10.759744] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:10.763269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:10.766664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:10.766760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:13.771897] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:13.775871] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:13.779881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:13.783892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:13.787605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:13.787703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:16.794114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:16.799497] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:16.804402] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:16.809407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:16.814429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:16.814544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:19.819446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:19.823108] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:19.826759] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:19.830082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:19.833417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:19.833493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:22.838462] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:22.842143] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:22.845710] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:22.849276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:22.852775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:22.852866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:25.858710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:25.863604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:25.867936] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:25.871311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:25.874767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:25.874838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:28.879785] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:28.883403] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:28.887072] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:28.891946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:28.896274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:28.896387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:31.903166] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:31.908660] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:31.913809] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:31.919905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:31.926704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:31.926905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:34.934915] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:34.939863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:34.944867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:34.949504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:34.953733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:34.953930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:37.960727] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:37.966109] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:37.970347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:37.975471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:37.979844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:37.979923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:40.985788] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:40.991235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:40.996883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:41.002532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:41.007816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:41.007937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:44.013665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:44.017744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:44.021737] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:44.025988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:44.029976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:44.030096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:47.035080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:47.038981] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:47.042505] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:47.045867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:47.049082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:47.049151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:50.055338] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:50.060204] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:50.064828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:50.069665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:50.074445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:50.074558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:53.079926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:53.083475] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:53.087792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:53.091459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:53.094767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:53.094848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:56.099596] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:56.102927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:56.106127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:56.109351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:56.112606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:56.112675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:32:59.118383] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:32:59.122747] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:32:59.126852] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:32:59.131057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:32:59.135235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:32:59.135326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:02.139958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:02.143698] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:02.147208] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:02.150627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:02.153944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:02.154022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:05.159236] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:05.163480] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:05.229860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:05.234049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:05.238198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:05.238288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:08.243012] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:08.246837] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:08.250294] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:08.253702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:08.257239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:08.257330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:11.262475] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:11.266024] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:11.269431] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:11.272768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:11.276089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:11.276166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:14.281915] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:14.285260] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:14.288496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:14.291765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:14.295840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:14.295946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:17.302085] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:17.308444] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:17.314164] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:17.322040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:17.329803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:17.329970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:20.335840] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:20.340514] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:20.345107] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:20.349629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:20.354042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:20.354145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:23.359346] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:23.363169] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:23.366435] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:23.369671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:23.372852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:23.372930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:26.378428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:26.383267] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:26.388135] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:26.392655] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:26.396675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:26.396785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:29.402217] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:29.405743] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:29.409250] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:29.412647] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:29.416705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:29.416822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:32.421610] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:32.425512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:32.428935] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:32.436882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:32.442347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:32.442521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:35.448459] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:35.453277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:35.458148] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:35.462532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:35.467289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:35.467402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:38.473778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:38.478235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:38.482073] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:38.485763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:38.489750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:38.489872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:41.496413] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:41.500415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:41.504467] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:41.508180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:41.511942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:41.512020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:44.517368] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:44.521329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:44.524972] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:44.528197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:44.531545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:44.531627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:47.537191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:47.541349] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:47.545699] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:47.549887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:47.553682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:47.553775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:50.558931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:50.562317] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:50.565656] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:50.569378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:50.572743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:50.572813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:53.578543] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:53.582371] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:53.585702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:53.588832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:53.592075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:53.592145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:56.597439] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:56.600825] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:56.603978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:56.607081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:56.610236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:56.610306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:33:59.615342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:33:59.619359] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:33:59.623133] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:33:59.626992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:33:59.630671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:33:59.630774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:02.636063] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:02.639901] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:02.643929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:02.647467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:02.650947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:02.651044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:05.658209] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:05.664040] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:05.671564] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:05.678779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:05.688354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:05.688639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:08.693607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:08.697302] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:08.700785] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:08.704106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:08.707479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:08.707556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:11.712778] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:11.716206] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:11.719789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:11.723141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:11.726424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:11.726513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:14.731933] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:14.735440] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:14.738854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:14.742318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:14.745655] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:14.745728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:17.750806] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:17.754613] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:17.758045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:17.761447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:17.764931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:17.765013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:20.770083] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:20.773900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:20.777780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:20.781512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:20.785131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:20.785215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:23.790225] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:23.793928] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:23.797657] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:23.801298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:23.804870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:23.804967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:26.812947] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:26.816353] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:26.819817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:26.823062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:26.826198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:26.826268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:29.831255] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:29.834898] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:29.838418] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:29.841975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:29.845320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:29.845404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:32.850234] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:32.853939] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:32.857746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:32.861561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:32.865395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:32.865508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:35.870743] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:35.874302] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:35.878548] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:35.882420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:35.886153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:35.886234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:38.891643] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:38.895820] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:38.899752] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:38.903424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:38.907157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:38.907261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:41.912547] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:41.916602] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:41.920028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:41.923544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:41.927951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:41.928071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:44.933732] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:44.937541] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:44.941052] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:44.944493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:44.947889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:44.947967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:47.953314] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:47.957462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:47.961952] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:47.966107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:47.969607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:47.969680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:50.974636] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:50.979233] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:50.982757] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:50.986587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:50.990034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:50.990137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:53.995533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:53.999906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:54.004466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:54.008230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:54.011488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:54.011559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:34:57.016463] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:34:57.020052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:34:57.023606] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:34:57.027166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:34:57.030719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:34:57.030812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:00.036029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:00.039675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:00.043129] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:00.046319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:00.049629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:00.049702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:03.055802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:03.060477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:03.065010] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:03.069022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:03.072538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:03.072629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:06.077433] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:06.081001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:06.147757] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:06.214113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:06.280588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:06.280723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:09.285993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:09.289494] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:09.292956] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:09.296457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:09.299818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:09.299906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:12.307599] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:12.311118] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:12.314349] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:12.317539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:12.320827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:12.320900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:15.326276] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:15.330969] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:15.335937] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:15.341456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:15.346344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:15.346492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:18.351008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:18.354437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:18.358314] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:18.362259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:18.365852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:18.365925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:21.371352] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:21.374925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:21.378277] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:21.381461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:21.384752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:21.384818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:24.389326] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:24.392602] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:24.395756] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-23T20:35:24.398854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:24.402613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:24.402691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-23T20:35:27.407295] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-23T20:35:27.410726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:27.414017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-23T20:35:27.418764] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-23), and is a dependency of this service.
[2025-12-23T20:35:27.423070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-23T20:35:27.426662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-23T20:35:27.426939] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-23T20:35:27.427037] [INFO ] [MODE      ] Using multithreaded
[2025-12-23T20:35:27.427094] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-23T20:35:27.433040] [DEBUG] [REMOTE    ] Found 51 available forecast dates.
[2025-12-23T20:35:27.433258] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-24.txt'.
[2025-12-23T20:35:27.440535] [DEBUG] [REMOTE    ] Fetched 3556 signal forecasts for 2025-12-24.
[2025-12-23T20:35:27.469660] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-23T20:35:27.471163] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-23T20:35:27.471225] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-23T20:35:27.906059] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-23T20:35:27.917614] [INFO ] [MODE      ] Using multithreaded
[2025-12-23T20:35:27.917841] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-23T20:35:27.917946] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-23T20:35:27.926234] [DEBUG] [REMOTE    ] Found 51 available forecast dates.
[2025-12-23T20:35:27.926623] [INFO ] [main      ] Found available forecast date (2025-12-24).
[2025-12-23T20:35:27.926710] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-24.txt'.
[2025-12-23T20:35:27.934927] [DEBUG] [REMOTE    ] Fetched 3556 signal forecasts for 2025-12-24.
[2025-12-23T20:35:27.935247] [INFO ] [main      ] Fetched 3556 forecasts.
[2025-12-23T20:35:27.935558] [INFO ] [main      ] Found 403 high-confidence bullish forecasts (>= 90.0%).
[2025-12-23T20:35:27.935657] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 403 symbols
[2025-12-23T20:35:27.970226] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-23T20:35:27.970701] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-23T20:35:27.970481] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-23T20:35:27.970618] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-23T20:35:27.970916] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-23T20:35:27.970955] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-23T20:35:27.972907] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-23T20:35:27.973237] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-23T20:35:28.003802] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.004005] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.004215] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.004198] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.005266] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-23T20:35:28.005334] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-23T20:35:28.005383] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-23T20:35:28.005426] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-23T20:35:28.005455] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-23T20:35:28.005503] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-23T20:35:28.005535] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-23T20:35:28.005543] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-23T20:35:28.005527] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-23T20:35:28.005610] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-23T20:35:28.005614] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-23T20:35:28.005652] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-23T20:35:28.007742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:28.007744] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:28.007822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.007824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.008112] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:28.008131] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:28.008216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.008220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.010730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:28.011887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:28.012409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:28.012889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:28.014525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:28.015428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.015414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.016595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:28.017809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:28.017852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:28.018665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:28.018732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:28.019351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:28.019679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.019867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:28.056903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:28.058314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:28.061317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.062647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:28.064171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.140309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:28.223145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:28.224527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:28.227845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:28.230136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.399736] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-23
[2025-12-23T20:35:28.403069] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-23
[2025-12-23T20:35:28.410411] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-23
[2025-12-23T20:35:28.566818] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:28.571962] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:28.597356] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:28.624798] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-23
[2025-12-23T20:35:28.679432] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-23T20:35:28.679530] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=56.2675%)
[2025-12-23T20:35:28.679936] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-23T20:35:28.680009] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-23T20:35:28.681827] [INFO ] [main      ] Progress: 1/403 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 60s. Rate: 80.42 forecasts/min
[2025-12-23T20:35:28.682494] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-23T20:35:28.682599] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=0.59% (Conf=53.3928%)
[2025-12-23T20:35:28.683276] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-23T20:35:28.683339] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-23T20:35:28.684375] [INFO ] [main      ] Progress: 2/403 forecasts completed (0.5%). CNK finished in 0.7s. ETA: 2m 30s. Rate: 160.29 forecasts/min
[2025-12-23T20:35:28.693914] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-23T20:35:28.693997] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.75% (Conf=58.1949%)
[2025-12-23T20:35:28.694620] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-23T20:35:28.694683] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-23T20:35:28.694930] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.695941] [INFO ] [main      ] Progress: 3/403 forecasts completed (0.7%). CCK finished in 0.7s. ETA: 1m 41s. Rate: 236.77 forecasts/min
[2025-12-23T20:35:28.695830] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.696415] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-23T20:35:28.696476] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-23T20:35:28.696509] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-23T20:35:28.697286] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-23T20:35:28.697345] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-23T20:35:28.697377] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-23T20:35:28.697482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:28.697552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.698243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:28.698304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.702800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:28.703373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.705189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:28.705679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:28.706149] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.706947] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-23T20:35:28.707001] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-23T20:35:28.707032] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-23T20:35:28.707867] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:28.707928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.709713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:28.710360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:28.710850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:28.711870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:28.713027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:28.714309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.744061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.821295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:28.826084] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:28.871786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:28.873096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:28.916955] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-23T20:35:28.917053] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-4.85% (Conf=36.8497%)
[2025-12-23T20:35:28.917667] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-23T20:35:28.917728] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-23T20:35:28.917684] [INFO ] [main      ] Progress: 4/403 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 38s. Rate: 244.41 forecasts/min
[2025-12-23T20:35:28.930492] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:28.933230] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-23T20:35:28.933294] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-23T20:35:28.933327] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-23T20:35:28.934370] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:28.934431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:28.939767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:28.941258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:28.943215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.050250] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.075560] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.219327] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:29.231018] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.240941] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:29.302345] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-23T20:35:29.302415] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=51.3622%)
[2025-12-23T20:35:29.302889] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-23T20:35:29.302942] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-23T20:35:29.303784] [INFO ] [main      ] Progress: 5/403 forecasts completed (1.2%). SOJC finished in 0.6s. ETA: 1m 49s. Rate: 219.29 forecasts/min
[2025-12-23T20:35:29.314301] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:29.315490] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-23T20:35:29.315549] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-23T20:35:29.315601] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-23T20:35:29.316412] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:29.316482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:29.317427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:29.318265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:29.319487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:29.320873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:29.320768] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.322603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.408047] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:29.491309] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-23T20:35:29.491401] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=1.00% (Conf=42.2973%)
[2025-12-23T20:35:29.491497] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-23T20:35:29.491589] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=-1.22% (Conf=56.4378%)
[2025-12-23T20:35:29.491980] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-23T20:35:29.492040] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-23T20:35:29.492137] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-23T20:35:29.492190] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-23T20:35:29.491999] [INFO ] [main      ] Progress: 6/403 forecasts completed (1.5%). CBNK finished in 0.8s. ETA: 1m 43s. Rate: 231.32 forecasts/min
[2025-12-23T20:35:29.493537] [INFO ] [main      ] Progress: 7/403 forecasts completed (1.7%). QLYS finished in 0.8s. ETA: 1m 28s. Rate: 269.60 forecasts/min
[2025-12-23T20:35:29.503456] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:29.504622] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-23T20:35:29.504680] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-23T20:35:29.504713] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-23T20:35:29.504629] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:29.505734] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:29.505795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:29.506407] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-23T20:35:29.506406] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:29.506474] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-23T20:35:29.506508] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-23T20:35:29.507470] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:29.507535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:29.509133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:29.509984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:29.511270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:29.513144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:29.513273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.513677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:29.514076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:29.514885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.629620] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-23T20:35:29.629714] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-2.17% (Conf=53.6964%)
[2025-12-23T20:35:29.630220] [INFO ] [main      ] Progress: 8/403 forecasts completed (2.0%). OVID finished in 0.7s. ETA: 1m 24s. Rate: 283.27 forecasts/min
[2025-12-23T20:35:29.630389] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-23T20:35:29.630463] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-23T20:35:29.643836] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:29.645335] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-23T20:35:29.645393] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-23T20:35:29.645425] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-23T20:35:29.646405] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:29.646469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:29.647365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:29.648333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:29.650341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.665085] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.831787] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:29.870055] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.881311] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-23
[2025-12-23T20:35:29.951043] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-23T20:35:29.951113] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=1.98% (Conf=60.1305%)
[2025-12-23T20:35:29.951477] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-23T20:35:29.951527] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-23T20:35:29.952685] [INFO ] [main      ] Progress: 9/403 forecasts completed (2.2%). AN finished in 0.6s. ETA: 1m 28s. Rate: 267.73 forecasts/min
[2025-12-23T20:35:29.966554] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:29.968599] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-23T20:35:29.968653] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-23T20:35:29.968685] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-23T20:35:29.969517] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:29.969598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:29.974330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:29.976088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:29.976564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:29.976973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:29.977842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:29.978282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:29.979700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:29.981733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:29.999538] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.052434] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.078411] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.112913] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-23T20:35:30.112989] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.38% (Conf=53.6249%)
[2025-12-23T20:35:30.113164] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-23T20:35:30.113208] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-23T20:35:30.114698] [INFO ] [main      ] Progress: 10/403 forecasts completed (2.5%). VALE finished in 0.6s. ETA: 1m 26s. Rate: 275.36 forecasts/min
[2025-12-23T20:35:30.124362] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.125741] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-23T20:35:30.125798] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-23T20:35:30.125829] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-23T20:35:30.126626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:30.126691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:30.131450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:30.132277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:30.134229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:30.138565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.163542] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-23T20:35:30.163650] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.50% (Conf=55.2775%)
[2025-12-23T20:35:30.164144] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-23T20:35:30.164197] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-23T20:35:30.164686] [INFO ] [main      ] Progress: 11/403 forecasts completed (2.7%). NKSH finished in 0.7s. ETA: 1m 19s. Rate: 296.10 forecasts/min
[2025-12-23T20:35:30.170597] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.177291] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.179563] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-23T20:35:30.179640] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-23T20:35:30.179674] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-23T20:35:30.180664] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:30.180724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:30.182607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:30.183530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.308939] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-23T20:35:30.309027] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=72.4875%)
[2025-12-23T20:35:30.309522] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-23T20:35:30.309590] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-23T20:35:30.310961] [INFO ] [main      ] Progress: 12/403 forecasts completed (3.0%). IBM finished in 0.7s. ETA: 1m 17s. Rate: 303.13 forecasts/min
[2025-12-23T20:35:30.313897] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.322612] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.323736] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-23T20:35:30.323793] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-23T20:35:30.323856] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-23T20:35:30.324748] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:30.324826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:30.329924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:30.331738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:30.332265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:30.333043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:30.443628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:30.448654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:30.449431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.471085] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.478400] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.530712] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.548850] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-23T20:35:30.548924] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=48.7917%)
[2025-12-23T20:35:30.549310] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-23T20:35:30.549363] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-23T20:35:30.549709] [INFO ] [main      ] Progress: 13/403 forecasts completed (3.2%). IEF finished in 0.6s. ETA: 1m 18s. Rate: 298.40 forecasts/min
[2025-12-23T20:35:30.561438] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.563059] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-23T20:35:30.563115] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-23T20:35:30.563147] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-23T20:35:30.563976] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:30.564057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:30.566014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:30.568751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:30.570134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:30.573095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.642107] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.707866] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-23T20:35:30.707939] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=61.7618%)
[2025-12-23T20:35:30.708464] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-23T20:35:30.708520] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-23T20:35:30.708710] [INFO ] [main      ] Progress: 14/403 forecasts completed (3.5%). BPYPM finished in 0.6s. ETA: 1m 17s. Rate: 302.92 forecasts/min
[2025-12-23T20:35:30.709230] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:30.723120] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.724286] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-23T20:35:30.724338] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-23T20:35:30.724368] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-23T20:35:30.725225] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:30.725306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:30.727027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:30.727550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:30.728322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.805685] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.820270] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-23T20:35:30.820360] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=2.35% (Conf=46.663%)
[2025-12-23T20:35:30.820928] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-23T20:35:30.820982] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-23T20:35:30.822697] [INFO ] [main      ] Progress: 15/403 forecasts completed (3.7%). SO finished in 0.7s. ETA: 1m 15s. Rate: 311.75 forecasts/min
[2025-12-23T20:35:30.837091] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:30.838337] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-23T20:35:30.838400] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-23T20:35:30.838433] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-23T20:35:30.839545] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:30.839629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:30.845070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:30.847212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:30.847813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:30.848362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:30.849331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:30.852224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:30.853092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:30.854876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:30.907834] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-23
[2025-12-23T20:35:30.979897] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.062317] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.075382] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.084072] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-23T20:35:31.084156] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=3.63% (Conf=51.1049%)
[2025-12-23T20:35:31.084656] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-23T20:35:31.084710] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-23T20:35:31.085930] [INFO ] [main      ] Progress: 16/403 forecasts completed (4.0%). ECPG finished in 0.8s. ETA: 1m 16s. Rate: 304.74 forecasts/min
[2025-12-23T20:35:31.097735] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.099484] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-23T20:35:31.099545] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-23T20:35:31.099595] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-23T20:35:31.100904] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:31.100968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:31.102855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:31.103478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:31.103909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:31.122486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:31.124218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:31.172492] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-23T20:35:31.172588] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.13% (Conf=52.0759%)
[2025-12-23T20:35:31.172979] [INFO ] [main      ] Progress: 17/403 forecasts completed (4.2%). KBWB finished in 0.6s. ETA: 1m 14s. Rate: 315.08 forecasts/min
[2025-12-23T20:35:31.173115] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-23T20:35:31.173160] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-23T20:35:31.185340] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.187059] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-23T20:35:31.187119] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-23T20:35:31.187152] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-23T20:35:31.188050] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-23T20:35:31.188131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:31.193415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:31.195260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:31.195767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:31.196211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:31.196627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:31.197413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:31.198265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:31.200872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:31.217017] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.232184] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.308634] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-23T20:35:31.308732] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=-2.73% (Conf=59.1936%)
[2025-12-23T20:35:31.309356] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-23T20:35:31.309429] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-23T20:35:31.309669] [INFO ] [main      ] Progress: 18/403 forecasts completed (4.5%). MNRO finished in 0.6s. ETA: 1m 12s. Rate: 320.10 forecasts/min
[2025-12-23T20:35:31.319677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:31.321815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:31.324865] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.325917] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-23T20:35:31.325985] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-23T20:35:31.326028] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-23T20:35:31.327043] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:31.327119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:31.332211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:31.334100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:31.334621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:31.335024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:31.336644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:31.337108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:31.338435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:31.340445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:31.361766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:31.363034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:31.405215] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.405532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:31.406490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:31.408630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:31.411259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:31.486031] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-23T20:35:31.486115] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=57.6102%)
[2025-12-23T20:35:31.487068] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-23T20:35:31.487124] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-23T20:35:31.487693] [INFO ] [main      ] Progress: 19/403 forecasts completed (4.7%). LBTYK finished in 0.7s. ETA: 1m 12s. Rate: 320.95 forecasts/min
[2025-12-23T20:35:31.490336] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.501859] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.504048] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-23T20:35:31.504132] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-23T20:35:31.504174] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-23T20:35:31.505798] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:31.506082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:31.508595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:31.509538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:31.511092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:31.514658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:31.516713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:31.670697] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.685280] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.739902] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-23T20:35:31.739992] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-2.10% (Conf=51.7838%)
[2025-12-23T20:35:31.740209] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-23T20:35:31.740257] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-23T20:35:31.742666] [INFO ] [main      ] Progress: 20/403 forecasts completed (5.0%). BFIN finished in 0.7s. ETA: 1m 13s. Rate: 315.21 forecasts/min
[2025-12-23T20:35:31.755756] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.756930] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-23T20:35:31.756994] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-23T20:35:31.757032] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-23T20:35:31.758037] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:31.758103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:31.763531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:31.766010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:31.766635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:31.767113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:31.767320] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.767976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:31.769707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:31.770545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:31.878907] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-23
[2025-12-23T20:35:31.879196] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.932488] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:31.944553] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-23T20:35:31.944664] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=26.7284%)
[2025-12-23T20:35:31.945006] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-23T20:35:31.945057] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-23T20:35:31.945667] [INFO ] [main      ] Progress: 21/403 forecasts completed (5.2%). AGNCO finished in 0.6s. ETA: 1m 13s. Rate: 314.22 forecasts/min
[2025-12-23T20:35:31.960051] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:31.961343] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-23T20:35:31.961414] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-23T20:35:31.961446] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-23T20:35:31.962442] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:31.962500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:31.968199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.004180] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-23T20:35:32.004249] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-23T20:35:32.004415] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-23T20:35:32.004459] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-23T20:35:32.005546] [INFO ] [main      ] Progress: 22/403 forecasts completed (5.5%). BSMS finished in 0.8s. ETA: 1m 10s. Rate: 324.34 forecasts/min
[2025-12-23T20:35:32.017127] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.018335] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-23T20:35:32.018387] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-23T20:35:32.018419] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-23T20:35:32.019300] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:32.019361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:32.021060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:32.021597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:32.021988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:32.022744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:32.023826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:32.024977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.069716] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.125092] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-23
[2025-12-23T20:35:32.218866] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-23T20:35:32.218967] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=70.4097%)
[2025-12-23T20:35:32.219511] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-23T20:35:32.219590] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-23T20:35:32.219688] [INFO ] [main      ] Progress: 23/403 forecasts completed (5.7%). PTON finished in 0.7s. ETA: 1m 11s. Rate: 322.13 forecasts/min
[2025-12-23T20:35:32.235990] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.237415] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-23T20:35:32.237487] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-23T20:35:32.237521] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-23T20:35:32.238451] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:32.238514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:32.243797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:32.286507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.297815] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.319659] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-23
[2025-12-23T20:35:32.360263] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-23
[2025-12-23T20:35:32.392353] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-23T20:35:32.392427] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=0.68% (Conf=48.6001%)
[2025-12-23T20:35:32.392873] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-23T20:35:32.392927] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-23T20:35:32.393654] [INFO ] [main      ] Progress: 24/403 forecasts completed (6.0%). AZN finished in 0.7s. ETA: 1m 10s. Rate: 323.02 forecasts/min
[2025-12-23T20:35:32.404644] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.405657] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-23T20:35:32.405713] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-23T20:35:32.405745] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-23T20:35:32.406592] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:32.406653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:32.411508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:32.413332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:32.413840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:32.414304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:32.414727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:32.415631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:32.418181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.485802] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.523562] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.594422] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-23T20:35:32.594495] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=2.24% (Conf=56.5781%)
[2025-12-23T20:35:32.594688] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-23T20:35:32.594733] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-23T20:35:32.595798] [INFO ] [main      ] Progress: 25/403 forecasts completed (6.2%). NRDS finished in 0.6s. ETA: 1m 10s. Rate: 321.88 forecasts/min
[2025-12-23T20:35:32.610762] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.612525] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-23T20:35:32.612598] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-23T20:35:32.612631] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-23T20:35:32.613421] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:32.613482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:32.618198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:32.619009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:32.621306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:32.623128] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-23T20:35:32.623210] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=2.27% (Conf=55.0682%)
[2025-12-23T20:35:32.623559] [INFO ] [main      ] Progress: 26/403 forecasts completed (6.5%). ONTO finished in 0.7s. ETA: 1m 8s. Rate: 332.77 forecasts/min
[2025-12-23T20:35:32.623703] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-23T20:35:32.623746] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-23T20:35:32.635010] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.635834] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-23T20:35:32.635886] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-23T20:35:32.635917] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-23T20:35:32.636729] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:32.636790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:32.641936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:32.644042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:32.644733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:32.645126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:32.647900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:32.650244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:32.655746] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-23
[2025-12-23T20:35:32.661207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:32.663198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:32.663956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.668718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.758937] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-23
[2025-12-23T20:35:32.833066] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.910127] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-23T20:35:32.910216] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=55.1319%)
[2025-12-23T20:35:32.910890] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-23T20:35:32.910946] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-23T20:35:32.911686] [INFO ] [main      ] Progress: 27/403 forecasts completed (6.7%). VTMX finished in 0.7s. ETA: 1m 9s. Rate: 325.56 forecasts/min
[2025-12-23T20:35:32.925005] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:32.925280] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:32.926560] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-23T20:35:32.926665] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-23T20:35:32.926699] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-23T20:35:32.927716] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:32.927778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:32.933091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:32.935819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:32.977552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:32.983457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:32.998462] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.002074] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-23T20:35:33.002148] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=0.90% (Conf=45.9051%)
[2025-12-23T20:35:33.002598] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-23T20:35:33.002653] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-23T20:35:33.002677] [INFO ] [main      ] Progress: 28/403 forecasts completed (6.9%). VIRC finished in 0.6s. ETA: 1m 8s. Rate: 331.56 forecasts/min
[2025-12-23T20:35:33.010156] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.016619] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.017675] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-23T20:35:33.017744] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-23T20:35:33.017783] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-23T20:35:33.018747] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:33.018817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:33.024631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:33.025732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.162165] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.176281] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.225435] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-23T20:35:33.225502] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=32.5736%)
[2025-12-23T20:35:33.225682] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-23T20:35:33.225727] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-23T20:35:33.226814] [INFO ] [main      ] Progress: 29/403 forecasts completed (7.2%). NAC finished in 0.6s. ETA: 1m 8s. Rate: 328.85 forecasts/min
[2025-12-23T20:35:33.239391] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.240496] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-23T20:35:33.240546] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-23T20:35:33.240645] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-23T20:35:33.241429] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:33.241487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:33.246630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:33.247307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:33.249030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.256961] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-23T20:35:33.257035] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=1.46% (Conf=47.1172%)
[2025-12-23T20:35:33.257408] [INFO ] [main      ] Progress: 30/403 forecasts completed (7.4%). OVLY finished in 0.6s. ETA: 1m 6s. Rate: 338.24 forecasts/min
[2025-12-23T20:35:33.257543] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-23T20:35:33.257602] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-23T20:35:33.268645] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.269777] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-23T20:35:33.269839] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-23T20:35:33.269870] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-23T20:35:33.270686] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:33.270748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:33.271769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:33.272992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.364226] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.370920] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.528311] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.552736] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.578209] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.614564] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-23
[2025-12-23T20:35:33.637082] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-23T20:35:33.637149] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=46.5912%)
[2025-12-23T20:35:33.637546] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-23T20:35:33.637615] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-23T20:35:33.638659] [INFO ] [main      ] Progress: 31/403 forecasts completed (7.7%). TKO finished in 0.6s. ETA: 1m 8s. Rate: 326.15 forecasts/min
[2025-12-23T20:35:33.646642] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-23T20:35:33.646736] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=-5.39% (Conf=57.7345%)
[2025-12-23T20:35:33.646961] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-23T20:35:33.647019] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-23T20:35:33.648622] [INFO ] [main      ] Progress: 32/403 forecasts completed (7.9%). EWTX finished in 0.7s. ETA: 1m 6s. Rate: 336.08 forecasts/min
[2025-12-23T20:35:33.649083] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.650201] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-23T20:35:33.650253] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-23T20:35:33.650283] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-23T20:35:33.651104] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:33.651162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:33.656862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:33.662202] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.663782] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-23T20:35:33.663843] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-23T20:35:33.663877] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-23T20:35:33.664901] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:33.664983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:33.666840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:33.667521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:33.668200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:33.733438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:33.736737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.751800] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.782238] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:33.790924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.858125] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-23T20:35:33.858196] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=49.001%)
[2025-12-23T20:35:33.858624] [INFO ] [main      ] Progress: 33/403 forecasts completed (8.2%). SPRX finished in 0.6s. ETA: 1m 6s. Rate: 334.29 forecasts/min
[2025-12-23T20:35:33.858759] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-23T20:35:33.858809] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-23T20:35:33.869927] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.870849] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-23T20:35:33.870909] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-23T20:35:33.870939] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-23T20:35:33.871753] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:33.872151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:33.873861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:33.874390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:33.874808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:33.875688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:33.877339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:33.878719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:33.881339] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-23T20:35:33.881407] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-1.74% (Conf=53.2942%)
[2025-12-23T20:35:33.881936] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-23T20:35:33.881991] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-23T20:35:33.882651] [INFO ] [main      ] Progress: 34/403 forecasts completed (8.4%). WEX finished in 0.7s. ETA: 1m 5s. Rate: 343.03 forecasts/min
[2025-12-23T20:35:33.894865] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:33.895960] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-23T20:35:33.896011] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-23T20:35:33.896042] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-23T20:35:33.896998] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:33.897060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:33.901856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:33.903611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:33.904083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:33.904473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:33.905365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:34.092740] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.146677] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.218757] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.242799] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.265988] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:34.323669] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:34.367992] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-23T20:35:34.368061] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-4.73% (Conf=57.2988%)
[2025-12-23T20:35:34.368812] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-23T20:35:34.368865] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-23T20:35:34.370655] [INFO ] [main      ] Progress: 35/403 forecasts completed (8.7%). QDEL finished in 0.7s. ETA: 1m 8s. Rate: 326.34 forecasts/min
[2025-12-23T20:35:34.381523] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:34.382534] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-23T20:35:34.382615] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-23T20:35:34.382651] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-23T20:35:34.383483] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:34.383543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:34.386402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:34.393222] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:34.396168] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-23T20:35:34.396255] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=1.75% (Conf=56.7485%)
[2025-12-23T20:35:34.396461] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-23T20:35:34.396533] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-23T20:35:34.398653] [INFO ] [main      ] Progress: 36/403 forecasts completed (8.9%). IEP finished in 0.7s. ETA: 1m 6s. Rate: 334.21 forecasts/min
[2025-12-23T20:35:34.412650] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:34.412668] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:34.413843] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-23T20:35:34.413901] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-23T20:35:34.413933] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-23T20:35:34.414853] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:34.414917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:34.420243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:34.421490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:34.422737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:34.426497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:35:34.427872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:34.478706] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-23T20:35:34.478793] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=41.6922%)
[2025-12-23T20:35:34.479185] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-23T20:35:34.479236] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-23T20:35:34.479228] [INFO ] [main      ] Progress: 37/403 forecasts completed (9.2%). ATLO finished in 0.6s. ETA: 1m 5s. Rate: 339.27 forecasts/min
[2025-12-23T20:35:34.495667] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:34.496617] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-23T20:35:34.496668] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-23T20:35:34.496700] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-23T20:35:34.497566] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:34.497660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:34.499409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:34.503804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:34.504421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:34.505226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:34.508222] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-23T20:35:34.508288] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-4.36% (Conf=40.5196%)
[2025-12-23T20:35:34.508670] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-23T20:35:34.508723] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-23T20:35:34.510651] [INFO ] [main      ] Progress: 38/403 forecasts completed (9.4%). SPB finished in 0.6s. ETA: 1m 3s. Rate: 346.77 forecasts/min
[2025-12-23T20:35:34.521642] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:34.522796] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-23T20:35:34.522849] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-23T20:35:34.522880] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-23T20:35:34.524078] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:34.524138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:34.529469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:34.531405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:34.531898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:34.532280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:34.532888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:34.533743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:34.546811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:34.549660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:34.740241] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.791328] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.867106] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.886045] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-23
[2025-12-23T20:35:34.908764] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:34.966610] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.031693] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.036349] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-23T20:35:35.036433] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=0.87% (Conf=59.1137%)
[2025-12-23T20:35:35.036663] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-23T20:35:35.036711] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-23T20:35:35.038660] [INFO ] [main      ] Progress: 39/403 forecasts completed (9.7%). FRBA finished in 0.6s. ETA: 1m 6s. Rate: 329.44 forecasts/min
[2025-12-23T20:35:35.042565] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-23T20:35:35.042666] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=2.63% (Conf=52.7504%)
[2025-12-23T20:35:35.043077] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-23T20:35:35.043132] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-23T20:35:35.043651] [INFO ] [main      ] Progress: 40/403 forecasts completed (9.9%). HUM finished in 0.7s. ETA: 1m 5s. Rate: 337.65 forecasts/min
[2025-12-23T20:35:35.051596] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.052771] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-23T20:35:35.052839] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-23T20:35:35.052883] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-23T20:35:35.053867] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:35.053929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:35.054877] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.054975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:35.055112] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.056075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:35.057047] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-23T20:35:35.057139] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-23T20:35:35.057183] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-23T20:35:35.057333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:35.058067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:35.058487] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:35.058596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:35.058828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.060982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:35.061594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:35.062010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:35.126201] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-23T20:35:35.126273] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=0.47% (Conf=55.4765%)
[2025-12-23T20:35:35.126742] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-23T20:35:35.126798] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-23T20:35:35.127659] [INFO ] [main      ] Progress: 41/403 forecasts completed (10.2%). CNS finished in 0.6s. ETA: 1m 3s. Rate: 342.05 forecasts/min
[2025-12-23T20:35:35.129123] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-23T20:35:35.129206] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=70.8363%)
[2025-12-23T20:35:35.129611] [INFO ] [main      ] Progress: 42/403 forecasts completed (10.4%). ARLP finished in 0.6s. ETA: 1m 2s. Rate: 350.30 forecasts/min
[2025-12-23T20:35:35.129739] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-23T20:35:35.129784] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-23T20:35:35.138045] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.138948] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-23T20:35:35.139006] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-23T20:35:35.139037] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-23T20:35:35.139909] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:35.139969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:35.142418] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.143175] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-23T20:35:35.143225] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-23T20:35:35.143256] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-23T20:35:35.144053] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:35.144112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:35.144725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:35.147516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:35.148821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:35.149690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.161707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.176381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:35.177471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.408459] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-23
[2025-12-23T20:35:35.482934] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-23
[2025-12-23T20:35:35.506244] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-23
[2025-12-23T20:35:35.531032] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-23
[2025-12-23T20:35:35.581181] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.647477] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.690942] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.703924] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:35.707766] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-23T20:35:35.707851] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.06% (Conf=52.9908%)
[2025-12-23T20:35:35.708436] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-23T20:35:35.708492] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-23T20:35:35.708496] [INFO ] [main      ] Progress: 43/403 forecasts completed (10.7%). AMG finished in 0.7s. ETA: 1m 5s. Rate: 331.93 forecasts/min
[2025-12-23T20:35:35.721351] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.723454] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-23T20:35:35.723508] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-23T20:35:35.723540] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-23T20:35:35.724440] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:35.724504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:35.726263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:35.726835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:35.727268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:35.728056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:35.728928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:35.736624] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-23T20:35:35.736696] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-4.67% (Conf=46.2614%)
[2025-12-23T20:35:35.737112] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-23T20:35:35.737164] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-23T20:35:35.737172] [INFO ] [main      ] Progress: 44/403 forecasts completed (10.9%). AI finished in 0.6s. ETA: 1m 4s. Rate: 338.40 forecasts/min
[2025-12-23T20:35:35.749342] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.750271] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-23T20:35:35.750323] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-23T20:35:35.750354] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-23T20:35:35.751200] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:35.751262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:35.753004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:35.753532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:35.753954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:35.754880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:35.757305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:35.759020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.766283] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-23T20:35:35.766351] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=0.33% (Conf=64.7246%)
[2025-12-23T20:35:35.766771] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-23T20:35:35.766829] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-23T20:35:35.767600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:35.767784] [INFO ] [main      ] Progress: 45/403 forecasts completed (11.2%). KMDA finished in 0.7s. ETA: 1m 2s. Rate: 344.74 forecasts/min
[2025-12-23T20:35:35.768837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:35.769560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:35.771236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.777609] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.778333] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-23T20:35:35.778388] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-23T20:35:35.778420] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-23T20:35:35.779255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:35.779317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:35.780231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:35.791243] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-23T20:35:35.791335] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=1.32% (Conf=57.7443%)
[2025-12-23T20:35:35.791763] [INFO ] [main      ] Progress: 46/403 forecasts completed (11.4%). BUD finished in 0.7s. ETA: 1m 1s. Rate: 351.32 forecasts/min
[2025-12-23T20:35:35.791919] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-23T20:35:35.791969] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-23T20:35:35.804810] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:35.805819] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-23T20:35:35.805888] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-23T20:35:35.805936] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-23T20:35:35.806923] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:35.806992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:35.812908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:35.814873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:35.815473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:35.815910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:35.816829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:35.818559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:35.819324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:35.821472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:35.822427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:35.825290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:36.088833] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.122345] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.173790] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.177319] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.253089] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.304351] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.309831] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-23T20:35:36.309909] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=48.6561%)
[2025-12-23T20:35:36.310656] [INFO ] [main      ] Progress: 47/403 forecasts completed (11.7%). MYN finished in 0.6s. ETA: 1m 3s. Rate: 336.72 forecasts/min
[2025-12-23T20:35:36.310467] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-23T20:35:36.314409] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-23T20:35:36.326887] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:36.327865] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-23T20:35:36.327929] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-23T20:35:36.327961] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-23T20:35:36.328770] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:36.328834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:36.333746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:36.335492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:36.335974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:36.336402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:36.336805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:36.337677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:36.339295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:36.351046] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.351254] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.377824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:36.378807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:36.381509] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-23T20:35:36.381647] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=1.28% (Conf=60.8079%)
[2025-12-23T20:35:36.381977] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-23T20:35:36.382043] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-23T20:35:36.382962] [INFO ] [main      ] Progress: 48/403 forecasts completed (11.9%). RMBI finished in 0.7s. ETA: 1m 2s. Rate: 340.94 forecasts/min
[2025-12-23T20:35:36.397077] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:36.398426] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-23T20:35:36.398480] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-23T20:35:36.398512] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-23T20:35:36.399486] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:36.399547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:36.400298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:36.418903] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-23T20:35:36.418984] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=5.03% (Conf=58.5049%)
[2025-12-23T20:35:36.419376] [INFO ] [main      ] Progress: 49/403 forecasts completed (12.2%). EVGO finished in 0.6s. ETA: 1m 1s. Rate: 346.55 forecasts/min
[2025-12-23T20:35:36.419519] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-23T20:35:36.419564] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-23T20:35:36.427221] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-23T20:35:36.427322] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=46.2138%)
[2025-12-23T20:35:36.427950] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-23T20:35:36.428024] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-23T20:35:36.428669] [INFO ] [main      ] Progress: 50/403 forecasts completed (12.4%). NTRB finished in 0.7s. ETA: 60.0s. Rate: 353.23 forecasts/min
[2025-12-23T20:35:36.431333] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:36.432333] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-23T20:35:36.432382] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-23T20:35:36.432413] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-23T20:35:36.433251] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:36.433311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:36.434060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:36.435379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:36.436065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:36.436772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:36.438325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:36.440512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:36.441125] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:36.441923] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-23T20:35:36.441973] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-23T20:35:36.442004] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-23T20:35:36.442801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:36.442868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:36.444520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:36.445037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:36.483111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:36.484082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:36.485267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:36.487182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:36.715042] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.765075] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.782291] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.822942] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-23
[2025-12-23T20:35:36.883525] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.949508] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-23T20:35:36.949597] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=45.348%)
[2025-12-23T20:35:36.949978] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-23T20:35:36.950028] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-23T20:35:36.950919] [INFO ] [main      ] Progress: 51/403 forecasts completed (12.7%). BKD finished in 0.6s. ETA: 1m 2s. Rate: 339.43 forecasts/min
[2025-12-23T20:35:36.952499] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.959563] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:36.962276] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:36.963405] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-23T20:35:36.963455] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-23T20:35:36.963486] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-23T20:35:36.964310] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:36.964375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:36.966786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:36.968431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:36.989408] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:37.023437] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-23T20:35:37.023521] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-0.45% (Conf=39.8611%)
[2025-12-23T20:35:37.023711] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-23T20:35:37.023755] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-23T20:35:37.024958] [INFO ] [main      ] Progress: 52/403 forecasts completed (12.9%). GPRK finished in 0.6s. ETA: 1m 1s. Rate: 343.26 forecasts/min
[2025-12-23T20:35:37.035830] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.037750] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-23T20:35:37.037804] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-23T20:35:37.037834] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-23T20:35:37.038675] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:37.038735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:37.043480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.045282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.045773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:37.046047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:37.046484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.048185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:37.048798] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-23T20:35:37.048866] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=57.798%)
[2025-12-23T20:35:37.048936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:37.049064] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-23T20:35:37.049126] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-23T20:35:37.049229] [INFO ] [main      ] Progress: 53/403 forecasts completed (13.2%). TSCO finished in 0.6s. ETA: 1m 0s. Rate: 348.93 forecasts/min
[2025-12-23T20:35:37.049893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.051661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.052127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:37.053227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:37.055288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.056890] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-23T20:35:37.056959] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=1.12% (Conf=52.9259%)
[2025-12-23T20:35:37.057316] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-23T20:35:37.057366] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-23T20:35:37.057619] [INFO ] [main      ] Progress: 54/403 forecasts completed (13.4%). AMRX finished in 0.6s. ETA: 59.0s. Rate: 355.19 forecasts/min
[2025-12-23T20:35:37.061198] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.062105] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-23T20:35:37.062158] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-23T20:35:37.062190] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-23T20:35:37.063020] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:37.063082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:37.063871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:37.068412] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.069225] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-23T20:35:37.069278] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-23T20:35:37.069310] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-23T20:35:37.070130] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:37.070190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.071873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.072373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:37.074062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.143175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:37.145113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:37.146228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:35:37.152155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.390894] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-23
[2025-12-23T20:35:37.406675] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-23
[2025-12-23T20:35:37.407464] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-23
[2025-12-23T20:35:37.487534] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-23
[2025-12-23T20:35:37.566852] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:37.585319] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:37.593706] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:37.645843] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-23T20:35:37.645915] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=66.0151%)
[2025-12-23T20:35:37.646326] [INFO ] [main      ] Progress: 55/403 forecasts completed (13.6%). KRG finished in 0.7s. ETA: 1m 1s. Rate: 339.83 forecasts/min
[2025-12-23T20:35:37.646522] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-23T20:35:37.646586] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-23T20:35:37.652201] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:37.658419] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.659496] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-23T20:35:37.659550] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-23T20:35:37.659601] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-23T20:35:37.660393] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:37.660455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:37.665199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.666972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:37.667436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:37.667837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:37.668551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:37.669435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:37.670624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:37.670160] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-23T20:35:37.670757] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=4.27% (Conf=52.9485%)
[2025-12-23T20:35:37.671782] [INFO ] [main      ] Progress: 56/403 forecasts completed (13.9%). FG finished in 0.6s. ETA: 1m 0s. Rate: 345.11 forecasts/min
[2025-12-23T20:35:37.671951] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-23T20:35:37.672009] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-23T20:35:37.675065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.687028] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.687958] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-23T20:35:37.688017] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-23T20:35:37.688050] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-23T20:35:37.688899] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:37.688963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:37.694107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.695887] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-23T20:35:37.695957] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=-4.94% (Conf=62.9905%)
[2025-12-23T20:35:37.695947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.696434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:37.696470] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-23T20:35:37.696526] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-23T20:35:37.696620] [INFO ] [main      ] Progress: 57/403 forecasts completed (14.1%). NVD finished in 0.7s. ETA: 59.3s. Rate: 350.38 forecasts/min
[2025-12-23T20:35:37.697357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:37.699875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:37.702011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:37.704483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.708527] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.709752] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-23T20:35:37.709823] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-23T20:35:37.710192] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-23T20:35:37.711419] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:37.711494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:37.716613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.718618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.719200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:37.741496] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-23T20:35:37.741567] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-4.04% (Conf=58.0805%)
[2025-12-23T20:35:37.741947] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-23T20:35:37.741996] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-23T20:35:37.742677] [INFO ] [main      ] Progress: 58/403 forecasts completed (14.4%). KNTK finished in 0.7s. ETA: 58.3s. Rate: 354.85 forecasts/min
[2025-12-23T20:35:37.753019] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:37.754048] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-23T20:35:37.754104] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-23T20:35:37.754136] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-23T20:35:37.754939] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-23T20:35:37.755204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:37.760611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:37.762400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:37.762893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:37.763330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:37.763736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:37.764465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:37.764780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:37.765264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:37.767681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:37.767679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:37.876924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:37.879107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:37.917001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:37.918009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:37.959946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:37.960821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:37.962067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:38.010925] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.037089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:38.037820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:38.039626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:38.042266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:38.043312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:38.045325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:38.046057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:38.049550] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.050329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:38.051484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:38.052801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:38.054300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:38.057189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:38.057849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:38.058523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.105697] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.177457] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.218194] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.271884] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.299851] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-23T20:35:38.299936] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-3.81% (Conf=48.4655%)
[2025-12-23T20:35:38.300205] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-23T20:35:38.300286] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-1.31% (Conf=74.5298%)
[2025-12-23T20:35:38.300310] [INFO ] [main      ] Fetching symbol history for SITE...
[2025-12-23T20:35:38.300361] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2025-12-23T20:35:38.300473] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-23T20:35:38.300520] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-23T20:35:38.301330] [INFO ] [main      ] Progress: 59/403 forecasts completed (14.6%). RMBS finished in 0.7s. ETA: 1m 0s. Rate: 341.51 forecasts/min
[2025-12-23T20:35:38.301813] [INFO ] [main      ] Progress: 60/403 forecasts completed (14.9%). NAVI finished in 0.6s. ETA: 59.3s. Rate: 347.29 forecasts/min
[2025-12-23T20:35:38.312381] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:38.312899] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:38.313654] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-23T20:35:38.313707] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-23T20:35:38.313738] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-23T20:35:38.313728] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2025-12-23T20:35:38.313777] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2025-12-23T20:35:38.313810] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2025-12-23T20:35:38.314538] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:38.314602] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:38.314633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:38.314662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:38.316320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:38.316854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:38.317025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:38.317236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:38.318056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:38.320340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.357824] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-23T20:35:38.357899] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=2.50% (Conf=48.4002%)
[2025-12-23T20:35:38.358073] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-23T20:35:38.358117] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-23T20:35:38.359053] [INFO ] [main      ] Progress: 61/403 forecasts completed (15.1%). PDYN finished in 0.7s. ETA: 58.4s. Rate: 351.13 forecasts/min
[2025-12-23T20:35:38.369029] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:38.371789] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-23T20:35:38.371843] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-23T20:35:38.371876] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-23T20:35:38.372696] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:38.372757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:38.377414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:38.379871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:38.381033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:38.382796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:38.383326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:38.384692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:38.386702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.395116] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.427446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:38.430562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.561035] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.645285] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-23T20:35:38.645363] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-23T20:35:38.645767] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-23T20:35:38.645835] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-23T20:35:38.646664] [INFO ] [main      ] Progress: 62/403 forecasts completed (15.4%). BUXX finished in 0.9s. ETA: 58.9s. Rate: 347.31 forecasts/min
[2025-12-23T20:35:38.653189] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.658530] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:38.659566] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-23T20:35:38.659660] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-23T20:35:38.659701] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-23T20:35:38.660741] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:38.660817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:38.666124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:38.668165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:38.668721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:38.669622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:38.671391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.714925] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.773769] [DEBUG] [MAG       ] SITE: Last date is validated at 2025-12-23
[2025-12-23T20:35:38.819442] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.878278] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.907330] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-23T20:35:38.907399] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-1.44% (Conf=60.823%)
[2025-12-23T20:35:38.907784] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-23T20:35:38.907836] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-23T20:35:38.909649] [INFO ] [main      ] Progress: 63/403 forecasts completed (15.6%). CFG finished in 0.6s. ETA: 59.2s. Rate: 344.45 forecasts/min
[2025-12-23T20:35:38.919137] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:38.920268] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-23T20:35:38.920319] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-23T20:35:38.920350] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-23T20:35:38.921157] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:38.921216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:38.922912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:38.923406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:38.923808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:38.925312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:38.939495] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:38.993320] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-23T20:35:38.993389] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=1.50% (Conf=20.0937%)
[2025-12-23T20:35:38.993836] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-23T20:35:38.993889] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-23T20:35:38.993900] [INFO ] [main      ] Progress: 64/403 forecasts completed (15.9%). EDF finished in 0.6s. ETA: 58.6s. Rate: 347.25 forecasts/min
[2025-12-23T20:35:39.005086] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.006280] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-23T20:35:39.006331] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-23T20:35:39.006361] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-23T20:35:39.007151] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:39.007214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:39.008889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:39.009418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:39.009824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:39.011409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:39.012611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:39.016744] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-23
[2025-12-23T20:35:39.059037] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2025-12-23T20:35:39.059109] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=3.96% (Conf=42.1265%)
[2025-12-23T20:35:39.059556] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-23T20:35:39.059645] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-23T20:35:39.059933] [INFO ] [main      ] Progress: 65/403 forecasts completed (16.1%). SITE finished in 0.8s. ETA: 57.8s. Rate: 350.59 forecasts/min
[2025-12-23T20:35:39.075734] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.076871] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-23T20:35:39.076931] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-23T20:35:39.076963] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-23T20:35:39.077808] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:39.077879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:39.078787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:39.081417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:39.082556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.091461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:39.095709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.195915] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:39.266868] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-23
[2025-12-23T20:35:39.314264] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-23T20:35:39.314362] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-17.23% (Conf=51.5751%)
[2025-12-23T20:35:39.314776] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-23T20:35:39.314829] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-23T20:35:39.315688] [INFO ] [main      ] Progress: 66/403 forecasts completed (16.4%). IMNN finished in 0.7s. ETA: 58.1s. Rate: 347.98 forecasts/min
[2025-12-23T20:35:39.325630] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.326481] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-23T20:35:39.326533] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-23T20:35:39.326566] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-23T20:35:39.327395] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:39.327460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:39.329448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:39.330026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:39.330424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:39.331219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:39.333873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:39.334730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:39.336667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:39.356215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:39.357612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:39.359304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.423724] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-23
[2025-12-23T20:35:39.442251] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:39.517871] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-23
[2025-12-23T20:35:39.526183] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-23T20:35:39.526255] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=-0.39% (Conf=46.0898%)
[2025-12-23T20:35:39.526682] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-23T20:35:39.526735] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-23T20:35:39.528686] [INFO ] [main      ] Progress: 67/403 forecasts completed (16.6%). CCL finished in 0.6s. ETA: 58.1s. Rate: 346.76 forecasts/min
[2025-12-23T20:35:39.538751] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.539891] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-23T20:35:39.539943] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-23T20:35:39.539974] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-23T20:35:39.540823] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:39.540884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:39.545662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:39.547431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:39.547925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:39.585972] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:39.589028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:39.593755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:39.595000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:39.613614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.688747] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:39.695642] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-23T20:35:39.695718] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-2.54% (Conf=62.5913%)
[2025-12-23T20:35:39.696143] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-23T20:35:39.696196] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-23T20:35:39.696665] [INFO ] [main      ] Progress: 68/403 forecasts completed (16.9%). LEN finished in 0.7s. ETA: 57.9s. Rate: 346.91 forecasts/min
[2025-12-23T20:35:39.707198] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.708278] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-23T20:35:39.708332] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-23T20:35:39.708363] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-23T20:35:39.709178] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:39.709239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:39.713947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:39.715688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:39.716158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:39.716603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:39.718891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:39.756995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:39.758038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:35:39.759680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.767432] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-23T20:35:39.767507] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=50.7922%)
[2025-12-23T20:35:39.767915] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-23T20:35:39.767970] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-23T20:35:39.768639] [INFO ] [main      ] Progress: 69/403 forecasts completed (17.1%). PWP finished in 0.7s. ETA: 57.3s. Rate: 349.87 forecasts/min
[2025-12-23T20:35:39.780140] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:39.781238] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-23T20:35:39.781292] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-23T20:35:39.781323] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-23T20:35:39.782337] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:39.782404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:39.787336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:39.788617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:39.790639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:39.794945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:39.796477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:39.797187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:39.798884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:39.799362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:39.800521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:39.802498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:39.807453] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-23
[2025-12-23T20:35:39.988048] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.085342] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.114815] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-23T20:35:40.114881] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=46.2004%)
[2025-12-23T20:35:40.115198] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-23T20:35:40.115248] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-23T20:35:40.116165] [INFO ] [main      ] Progress: 70/403 forecasts completed (17.4%). BPYPO finished in 0.8s. ETA: 57.9s. Rate: 344.81 forecasts/min
[2025-12-23T20:35:40.126506] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:40.127558] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-23T20:35:40.127638] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-23T20:35:40.127673] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-23T20:35:40.128511] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:40.128594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:40.130396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:40.130957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:40.131362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:40.135730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:40.136907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:40.138505] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.178621] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.287928] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.304239] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.343720] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.369028] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-23T20:35:40.369110] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=39.4929%)
[2025-12-23T20:35:40.369518] [INFO ] [main      ] Fetching symbol history for ALGM...
[2025-12-23T20:35:40.369590] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2025-12-23T20:35:40.369666] [INFO ] [main      ] Progress: 71/403 forecasts completed (17.6%). INTZ finished in 0.8s. ETA: 58.1s. Rate: 342.61 forecasts/min
[2025-12-23T20:35:40.381803] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:40.382780] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2025-12-23T20:35:40.382835] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2025-12-23T20:35:40.382874] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2025-12-23T20:35:40.383858] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:40.383922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:40.389299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:40.389912] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-23T20:35:40.389977] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=43.0879%)
[2025-12-23T20:35:40.390142] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-23T20:35:40.390184] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-23T20:35:40.390275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:40.390629] [INFO ] [main      ] Progress: 72/403 forecasts completed (17.9%). NWSA finished in 0.6s. ETA: 57.3s. Rate: 346.85 forecasts/min
[2025-12-23T20:35:40.401815] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:40.402567] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-23T20:35:40.402639] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-23T20:35:40.402670] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-23T20:35:40.403454] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:40.403515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:40.407742] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-23T20:35:40.407806] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=45.9679%)
[2025-12-23T20:35:40.407951] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-23T20:35:40.407994] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-23T20:35:40.408243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:40.409177] [INFO ] [main      ] Progress: 73/403 forecasts completed (18.1%). NMAI finished in 0.7s. ETA: 56.4s. Rate: 351.15 forecasts/min
[2025-12-23T20:35:40.410758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:40.418936] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:40.419800] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-23T20:35:40.419853] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-23T20:35:40.419884] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-23T20:35:40.420680] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:40.420740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:40.425874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:40.427633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:40.428109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:40.430425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:40.435449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:40.437243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:40.478780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:40.488792] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.524381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:40.526228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:40.578276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:40.581402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:40.582492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:40.663820] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.724755] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-23T20:35:40.724825] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=61.5009%)
[2025-12-23T20:35:40.725172] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-23T20:35:40.725224] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-23T20:35:40.725650] [INFO ] [main      ] Progress: 74/403 forecasts completed (18.4%). KKRS finished in 0.6s. ETA: 56.9s. Rate: 347.15 forecasts/min
[2025-12-23T20:35:40.735774] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:40.736718] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-23T20:35:40.736770] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-23T20:35:40.736801] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-23T20:35:40.737564] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:40.737640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:40.742818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:40.744508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:40.809944] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.817000] [DEBUG] [MAG       ] ALGM: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.932097] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-23
[2025-12-23T20:35:40.972510] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:40.985690] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.066053] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-23T20:35:41.066121] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=52.3208%)
[2025-12-23T20:35:41.066484] [INFO ] [main      ] Progress: 75/403 forecasts completed (18.6%). BYRN finished in 0.7s. ETA: 57.4s. Rate: 342.71 forecasts/min
[2025-12-23T20:35:41.066681] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-23T20:35:41.066728] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-23T20:35:41.073300] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2025-12-23T20:35:41.073369] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=64.5681%)
[2025-12-23T20:35:41.073802] [INFO ] [main      ] Progress: 76/403 forecasts completed (18.9%). ALGM finished in 0.7s. ETA: 56.5s. Rate: 347.08 forecasts/min
[2025-12-23T20:35:41.074004] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-23T20:35:41.074051] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-23T20:35:41.078007] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.078856] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-23T20:35:41.078913] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-23T20:35:41.078944] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-23T20:35:41.079753] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:41.079811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:41.084540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:41.086086] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.086219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.086859] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-23T20:35:41.086913] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-23T20:35:41.086944] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-23T20:35:41.087753] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:41.087811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:41.090197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:41.091952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.098786] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-23
[2025-12-23T20:35:41.103074] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.171375] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-23T20:35:41.171443] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=49.7533%)
[2025-12-23T20:35:41.171834] [INFO ] [main      ] Progress: 77/403 forecasts completed (19.1%). CMRE finished in 0.8s. ETA: 56.0s. Rate: 349.04 forecasts/min
[2025-12-23T20:35:41.172037] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-23T20:35:41.172081] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-23T20:35:41.184837] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.185859] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-23T20:35:41.185916] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-23T20:35:41.185951] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-23T20:35:41.186746] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:41.186815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:41.235059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:41.237662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:35:41.239333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.277404] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.394457] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-23T20:35:41.394530] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=47.3298%)
[2025-12-23T20:35:41.394933] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-23T20:35:41.394991] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-23T20:35:41.396655] [INFO ] [main      ] Progress: 78/403 forecasts completed (19.4%). PVH finished in 0.7s. ETA: 56.1s. Rate: 347.67 forecasts/min
[2025-12-23T20:35:41.406677] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.408482] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-23T20:35:41.408538] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-23T20:35:41.408587] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-23T20:35:41.409486] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:41.409551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:41.411364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:41.411910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:41.412300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:41.413247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.423017] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-23
[2025-12-23T20:35:41.430764] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-23
[2025-12-23T20:35:41.587023] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.588171] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-23
[2025-12-23T20:35:41.596656] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.667279] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-23T20:35:41.667346] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-2.61% (Conf=54.425%)
[2025-12-23T20:35:41.667720] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-23T20:35:41.667773] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-23T20:35:41.668656] [INFO ] [main      ] Progress: 79/403 forecasts completed (19.6%). KURA finished in 0.6s. ETA: 56.3s. Rate: 345.16 forecasts/min
[2025-12-23T20:35:41.678732] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.679699] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-23T20:35:41.679752] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-23T20:35:41.679782] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-23T20:35:41.680611] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:41.680670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:41.681390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:41.682253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:41.683439] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-23T20:35:41.683502] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=50.0981%)
[2025-12-23T20:35:41.683676] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-23T20:35:41.683722] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-23T20:35:41.684649] [INFO ] [main      ] Progress: 80/403 forecasts completed (19.9%). GL finished in 0.6s. ETA: 55.5s. Rate: 349.12 forecasts/min
[2025-12-23T20:35:41.685600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.694501] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.695361] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-23T20:35:41.695412] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-23T20:35:41.695444] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-23T20:35:41.696246] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:41.696316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:41.701100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:41.701932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:41.704264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.769753] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:41.797218] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-23
[2025-12-23T20:35:41.863777] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-23T20:35:41.863844] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=66.9571%)
[2025-12-23T20:35:41.864023] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-23T20:35:41.864070] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-23T20:35:41.864916] [INFO ] [main      ] Progress: 81/403 forecasts completed (20.1%). LINE finished in 0.7s. ETA: 55.4s. Rate: 348.91 forecasts/min
[2025-12-23T20:35:41.876745] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:41.877698] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-23T20:35:41.877756] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-23T20:35:41.877789] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-23T20:35:41.878666] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:41.882521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:41.885256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:41.886131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:41.887963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:41.890350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:41.978846] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.019885] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.038566] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-23T20:35:42.038657] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=46.1844%)
[2025-12-23T20:35:42.038999] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-23T20:35:42.039050] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-23T20:35:42.039669] [INFO ] [main      ] Progress: 82/403 forecasts completed (20.3%). TDSC finished in 0.6s. ETA: 55.2s. Rate: 348.84 forecasts/min
[2025-12-23T20:35:42.043517] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.049197] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.050283] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-23T20:35:42.050336] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-23T20:35:42.050366] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-23T20:35:42.051221] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:35:42.186463] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.209666] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.233552] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.252732] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-23T20:35:42.252806] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=53.2826%)
[2025-12-23T20:35:42.253250] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-23T20:35:42.253303] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-23T20:35:42.253657] [INFO ] [main      ] Progress: 83/403 forecasts completed (20.6%). FRPH finished in 0.6s. ETA: 55.2s. Rate: 347.82 forecasts/min
[2025-12-23T20:35:42.263653] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-23T20:35:42.263722] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-23T20:35:42.263885] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-23T20:35:42.263930] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-23T20:35:42.264488] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.265617] [INFO ] [main      ] Progress: 84/403 forecasts completed (20.8%). PHK finished in 0.6s. ETA: 54.4s. Rate: 351.71 forecasts/min
[2025-12-23T20:35:42.266220] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-23T20:35:42.266281] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-23T20:35:42.266315] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-23T20:35:42.267139] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:42.267203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:42.272309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.274136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:42.274636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:42.274710] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.275035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:42.275500] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-23T20:35:42.275551] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-23T20:35:42.275605] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-23T20:35:42.275990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:42.276367] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:42.276426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:42.277863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:42.279881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:42.281217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.281413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:42.282970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:42.283447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:42.283847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:42.398930] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.403322] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.481969] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-23T20:35:42.482054] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=56.2886%)
[2025-12-23T20:35:42.482415] [INFO ] [main      ] Progress: 85/403 forecasts completed (21.1%). LQDA finished in 0.6s. ETA: 54.4s. Rate: 350.59 forecasts/min
[2025-12-23T20:35:42.482542] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-23T20:35:42.482602] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-23T20:35:42.494332] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.495272] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-23T20:35:42.495324] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-23T20:35:42.495366] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-23T20:35:42.496205] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:42.496267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:42.501324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.503146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:42.503659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:42.504059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:42.506448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:42.507427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:42.508432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:42.585964] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.613162] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.616173] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.639454] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-23T20:35:42.639525] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=39.6219%)
[2025-12-23T20:35:42.639708] [INFO ] [main      ] Fetching symbol history for CADL...
[2025-12-23T20:35:42.639755] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2025-12-23T20:35:42.640944] [INFO ] [main      ] Progress: 86/403 forecasts completed (21.3%). FUND finished in 0.6s. ETA: 54.2s. Rate: 350.90 forecasts/min
[2025-12-23T20:35:42.650715] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.651784] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2025-12-23T20:35:42.651841] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2025-12-23T20:35:42.651873] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2025-12-23T20:35:42.652704] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:42.652767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.654545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:42.655133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:42.657629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:42.658648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:42.676522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:42.782157] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.791068] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:42.836324] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-23T20:35:42.836389] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=46.9091%)
[2025-12-23T20:35:42.836550] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-23T20:35:42.836610] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-23T20:35:42.836864] [INFO ] [main      ] Progress: 87/403 forecasts completed (21.6%). LMBS finished in 0.6s. ETA: 54.1s. Rate: 350.31 forecasts/min
[2025-12-23T20:35:42.842318] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-23
[2025-12-23T20:35:42.847469] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.848410] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-23T20:35:42.848459] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-23T20:35:42.848490] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-23T20:35:42.849307] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:42.849378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:42.854101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.855846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:42.856322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:42.856724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:42.857793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:42.892746] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-23T20:35:42.892824] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=48.0086%)
[2025-12-23T20:35:42.893175] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-23T20:35:42.893225] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-23T20:35:42.893626] [INFO ] [main      ] Progress: 88/403 forecasts completed (21.8%). BSX finished in 0.6s. ETA: 53.5s. Rate: 352.99 forecasts/min
[2025-12-23T20:35:42.904352] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:42.905345] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-23T20:35:42.905403] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-23T20:35:42.905435] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-23T20:35:42.906251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:42.906313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:42.907995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:42.908493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:42.908955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:42.909774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:42.912408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.009051] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.022800] [DEBUG] [MAG       ] CADL: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.102990] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-23T20:35:43.103059] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=56.334%)
[2025-12-23T20:35:43.103217] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-23T20:35:43.103259] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-23T20:35:43.104050] [INFO ] [main      ] Progress: 89/403 forecasts completed (22.1%). CECO finished in 0.6s. ETA: 53.5s. Rate: 352.05 forecasts/min
[2025-12-23T20:35:43.115997] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.117093] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-23T20:35:43.117144] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-23T20:35:43.117175] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-23T20:35:43.117967] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:43.118031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:43.122763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:43.124512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:43.125000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:43.125429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:43.127723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:43.129321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:43.130342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.193452] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.195492] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.242615] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.289796] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2025-12-23T20:35:43.289865] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=55.0055%)
[2025-12-23T20:35:43.290234] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-23T20:35:43.290288] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-23T20:35:43.290663] [INFO ] [main      ] Progress: 90/403 forecasts completed (22.3%). CADL finished in 0.6s. ETA: 53.4s. Rate: 351.68 forecasts/min
[2025-12-23T20:35:43.302790] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.304042] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-23T20:35:43.304112] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-23T20:35:43.304153] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-23T20:35:43.304995] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:43.305058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:43.311205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:43.312593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:43.313749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.361666] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.408102] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.461994] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.507921] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-23T20:35:43.508006] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=61.4885%)
[2025-12-23T20:35:43.508688] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-23T20:35:43.509658] [INFO ] [main      ] Progress: 91/403 forecasts completed (22.6%). LGIH finished in 0.6s. ETA: 53.4s. Rate: 350.59 forecasts/min
[2025-12-23T20:35:43.508740] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-23T20:35:43.524472] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.525501] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-23T20:35:43.525556] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-23T20:35:43.525611] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-23T20:35:43.526415] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:43.526471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:43.531250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.537656] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-23T20:35:43.537725] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=53.8869%)
[2025-12-23T20:35:43.537885] [INFO ] [main      ] Fetching symbol history for KBWY...
[2025-12-23T20:35:43.537930] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2025-12-23T20:35:43.539621] [INFO ] [main      ] Progress: 92/403 forecasts completed (22.8%). DKNG finished in 0.7s. ETA: 52.7s. Rate: 353.76 forecasts/min
[2025-12-23T20:35:43.549682] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.550680] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2025-12-23T20:35:43.550744] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2025-12-23T20:35:43.550776] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2025-12-23T20:35:43.551569] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:43.551970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:43.554162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.628351] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.679097] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.748389] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-23T20:35:43.748459] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=39.2888%)
[2025-12-23T20:35:43.748642] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-23T20:35:43.748687] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-23T20:35:43.749930] [INFO ] [main      ] Progress: 93/403 forecasts completed (23.1%). MSGS finished in 0.6s. ETA: 52.7s. Rate: 352.85 forecasts/min
[2025-12-23T20:35:43.760512] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.761507] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-23T20:35:43.761557] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-23T20:35:43.761610] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-23T20:35:43.762394] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:43.762457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:43.767287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:43.769046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:43.769556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:43.770008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:43.770395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:43.772701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:43.812141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:43.814964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:43.815719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:43.847528] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:43.885829] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.888927] [DEBUG] [MAG       ] KBWY: Last date is validated at 2025-12-23
[2025-12-23T20:35:43.944880] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-23T20:35:43.944947] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=46.2187%)
[2025-12-23T20:35:43.945298] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-23T20:35:43.945348] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-23T20:35:43.945650] [INFO ] [main      ] Progress: 94/403 forecasts completed (23.3%). BJ finished in 0.7s. ETA: 52.6s. Rate: 352.28 forecasts/min
[2025-12-23T20:35:43.955594] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:43.956474] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-23T20:35:43.956524] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-23T20:35:43.956554] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-23T20:35:43.957366] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:43.957425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:44.000727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:44.001590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:44.005520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.055187] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.056244] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.108475] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-23T20:35:44.108546] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=43.918%)
[2025-12-23T20:35:44.109018] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-23T20:35:44.109070] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-23T20:35:44.109678] [INFO ] [main      ] Progress: 95/403 forecasts completed (23.6%). VOC finished in 0.6s. ETA: 52.4s. Rate: 352.42 forecasts/min
[2025-12-23T20:35:44.112112] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2025-12-23T20:35:44.112178] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=53.2943%)
[2025-12-23T20:35:44.112338] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-23T20:35:44.112382] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-23T20:35:44.113632] [INFO ] [main      ] Progress: 96/403 forecasts completed (23.8%). KBWY finished in 0.6s. ETA: 51.7s. Rate: 356.04 forecasts/min
[2025-12-23T20:35:44.121678] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.122654] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-23T20:35:44.122705] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-23T20:35:44.122736] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-23T20:35:44.123520] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:44.123597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:44.124239] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.125006] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-23T20:35:44.125060] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-23T20:35:44.125091] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-23T20:35:44.125491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:44.125903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:44.125961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:44.126007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:44.126403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:44.127284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:44.130904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:44.131917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.153304] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.174822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.325635] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.339033] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.468609] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.506159] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.506654] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.547928] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-23T20:35:44.548006] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-6.37% (Conf=63.6148%)
[2025-12-23T20:35:44.548373] [INFO ] [main      ] Progress: 97/403 forecasts completed (24.1%). AXON finished in 0.8s. ETA: 52.4s. Rate: 350.34 forecasts/min
[2025-12-23T20:35:44.548506] [INFO ] [main      ] Fetching symbol history for KIDS...
[2025-12-23T20:35:44.548550] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2025-12-23T20:35:44.560289] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.560732] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-23T20:35:44.560799] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=56.4549%)
[2025-12-23T20:35:44.560961] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-23T20:35:44.561005] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-23T20:35:44.561219] [INFO ] [main      ] Progress: 98/403 forecasts completed (24.3%). AGNCL finished in 0.6s. ETA: 51.7s. Rate: 353.67 forecasts/min
[2025-12-23T20:35:44.561423] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2025-12-23T20:35:44.561474] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2025-12-23T20:35:44.561506] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2025-12-23T20:35:44.562383] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:44.562449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:44.563198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:44.565043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:44.568335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:44.571194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:44.571759] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.572316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:35:44.572558] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-23T20:35:44.572635] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-23T20:35:44.572668] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-23T20:35:44.573426] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:44.573438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:44.573486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:44.573930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:44.575889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:35:44.578221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:44.578633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.636028] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.652172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.671208] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:44.724925] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-23T20:35:44.725014] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=61.5086%)
[2025-12-23T20:35:44.725190] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-23T20:35:44.725234] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-23T20:35:44.725865] [INFO ] [main      ] Progress: 99/403 forecasts completed (24.6%). ATRO finished in 0.6s. ETA: 51.6s. Rate: 353.78 forecasts/min
[2025-12-23T20:35:44.737658] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.738718] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-23T20:35:44.738772] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-23T20:35:44.738804] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-23T20:35:44.739657] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:44.739718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:44.744950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:44.746717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:44.775161] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-23T20:35:44.775229] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=49.9198%)
[2025-12-23T20:35:44.775599] [INFO ] [main      ] Progress: 100/403 forecasts completed (24.8%). ESTA finished in 0.7s. ETA: 51.0s. Rate: 356.30 forecasts/min
[2025-12-23T20:35:44.775742] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-23T20:35:44.775785] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-23T20:35:44.786697] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:44.787759] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-23T20:35:44.787811] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-23T20:35:44.787842] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-23T20:35:44.788667] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-23T20:35:44.788761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:44.793539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:44.794896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:44.795283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:44.795745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:44.795787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:44.796220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:44.796618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:44.796953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:44.797349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:44.798162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:44.800649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:44.907763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:44.909742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:44.918240] [DEBUG] [MAG       ] KIDS: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.947459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:44.948491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:44.985123] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-23
[2025-12-23T20:35:44.988883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:44.989844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:44.991267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:45.065323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:45.066134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:45.068042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:45.070859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:45.071947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:45.074070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:45.074826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:45.079056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:45.080222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:45.081703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:45.083527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:45.086449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:45.087136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:45.087853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:45.088232] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.089879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:45.090952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:45.091652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:45.092329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-23T20:35:45.093023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:45.095807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:45.097432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:45.099907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:45.102092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:45.105922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:45.122827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:45.123980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:45.125990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:45.126737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:45.128345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:45.129971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:45.130849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:45.132032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:45.134205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:45.135730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:35:45.137478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:45.145488] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-23
[2025-12-23T20:35:45.151946] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.175796] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2025-12-23T20:35:45.175875] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=63.2605%)
[2025-12-23T20:35:45.176042] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-23T20:35:45.176086] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-23T20:35:45.176864] [INFO ] [main      ] Progress: 101/403 forecasts completed (25.1%). KIDS finished in 0.6s. ETA: 51.6s. Rate: 351.48 forecasts/min
[2025-12-23T20:35:45.188230] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.189297] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-23T20:35:45.189349] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-23T20:35:45.189381] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-23T20:35:45.190230] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:45.190292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:45.195104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:45.196951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:45.197445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:45.198348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:45.200764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:45.202332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:45.224365] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-23T20:35:45.224433] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=47.8169%)
[2025-12-23T20:35:45.224814] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-23T20:35:45.224866] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-23T20:35:45.225628] [INFO ] [main      ] Progress: 102/403 forecasts completed (25.3%). GTES finished in 0.7s. ETA: 51.0s. Rate: 353.96 forecasts/min
[2025-12-23T20:35:45.235932] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.237003] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-23T20:35:45.237064] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-23T20:35:45.237095] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-23T20:35:45.237904] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:35:45.313944] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.472407] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-23
[2025-12-23T20:35:45.500794] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-23T20:35:45.500869] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=47.1878%)
[2025-12-23T20:35:45.501254] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-23T20:35:45.501305] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-23T20:35:45.502652] [INFO ] [main      ] Progress: 103/403 forecasts completed (25.6%). APLD finished in 0.8s. ETA: 51.2s. Rate: 351.80 forecasts/min
[2025-12-23T20:35:45.512705] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.513625] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-23T20:35:45.513677] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-23T20:35:45.513708] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-23T20:35:45.514494] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:45.514555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:45.519505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:45.520351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:45.520977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:45.523716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:35:45.525296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:45.545357] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-23
[2025-12-23T20:35:45.574044] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-23
[2025-12-23T20:35:45.638729] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.718190] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.738780] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:45.800089] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-23T20:35:45.800159] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=44.9433%)
[2025-12-23T20:35:45.800318] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-23T20:35:45.800361] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-23T20:35:45.801128] [INFO ] [main      ] Progress: 104/403 forecasts completed (25.8%). AFYA finished in 0.6s. ETA: 51.4s. Rate: 349.28 forecasts/min
[2025-12-23T20:35:45.811696] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.812812] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-23T20:35:45.812866] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-23T20:35:45.812898] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-23T20:35:45.813706] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:45.813766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:45.818456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:45.820255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:45.820753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:45.821503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:45.822201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:45.823743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:45.831957] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-23T20:35:45.832024] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=70.1827%)
[2025-12-23T20:35:45.832210] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-23T20:35:45.832254] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-23T20:35:45.832920] [INFO ] [main      ] Progress: 105/403 forecasts completed (26.1%). NFLX finished in 0.7s. ETA: 50.8s. Rate: 352.01 forecasts/min
[2025-12-23T20:35:45.845356] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.846267] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-23T20:35:45.846317] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-23T20:35:45.846348] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-23T20:35:45.847187] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:45.847245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:45.849273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:45.856402] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-23
[2025-12-23T20:35:45.907494] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-23T20:35:45.907568] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-23T20:35:45.907939] [INFO ] [main      ] Progress: 106/403 forecasts completed (26.3%). TBIL finished in 1.1s. ETA: 50.4s. Rate: 353.88 forecasts/min
[2025-12-23T20:35:45.908070] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-23T20:35:45.908114] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-23T20:35:45.919899] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:45.920945] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-23T20:35:45.921006] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-23T20:35:45.921037] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-23T20:35:45.921828] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:45.921888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:45.923549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:45.924087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:45.924481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:45.925366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:45.963037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.021464] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:46.087358] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-23T20:35:46.087435] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=35.94% (Conf=43.5711%)
[2025-12-23T20:35:46.087613] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-23T20:35:46.087659] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-23T20:35:46.089819] [INFO ] [main      ] Progress: 107/403 forecasts completed (26.6%). SNGX finished in 0.6s. ETA: 50.2s. Rate: 353.64 forecasts/min
[2025-12-23T20:35:46.098503] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:46.099386] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-23T20:35:46.099437] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-23T20:35:46.099469] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-23T20:35:46.100266] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:46.100328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:46.105064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:46.106835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:46.107306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:46.107707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:46.110525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:46.111172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.166214] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.197333] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.300601] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.336914] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:46.384347] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:46.409491] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-23T20:35:46.409558] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=6.87% (Conf=55.7376%)
[2025-12-23T20:35:46.409735] [INFO ] [main      ] Fetching symbol history for ACRS...
[2025-12-23T20:35:46.409779] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2025-12-23T20:35:46.411658] [INFO ] [main      ] Progress: 108/403 forecasts completed (26.8%). WKSP finished in 0.6s. ETA: 50.5s. Rate: 350.73 forecasts/min
[2025-12-23T20:35:46.420989] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:46.421844] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2025-12-23T20:35:46.421896] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2025-12-23T20:35:46.421927] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2025-12-23T20:35:46.422743] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:46.422804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:46.427489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:46.429270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:46.429767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:46.430149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:46.432837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:46.437025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.446363] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.458897] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-23T20:35:46.458967] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=55.6418%)
[2025-12-23T20:35:46.459134] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-23T20:35:46.459207] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-23T20:35:46.460644] [INFO ] [main      ] Progress: 109/403 forecasts completed (27.0%). AES finished in 0.6s. ETA: 50.0s. Rate: 353.04 forecasts/min
[2025-12-23T20:35:46.466543] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:46.471349] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:46.473012] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-23T20:35:46.473071] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-23T20:35:46.473104] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-23T20:35:46.473936] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:46.474015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:46.475744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:46.476252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:46.476660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:46.477384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:46.478939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:46.523362] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-23T20:35:46.523434] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=55.8641%)
[2025-12-23T20:35:46.523818] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-23T20:35:46.523870] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-23T20:35:46.524635] [INFO ] [main      ] Progress: 110/403 forecasts completed (27.3%). GBAB finished in 0.6s. ETA: 49.5s. Rate: 355.05 forecasts/min
[2025-12-23T20:35:46.534522] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:46.535505] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-23T20:35:46.535555] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-23T20:35:46.535603] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-23T20:35:46.536369] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:46.536427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:46.538086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:46.538603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:46.555845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:46.557009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:46.557761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.576730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.612095] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:46.676647] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-23T20:35:46.676721] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=68.7642%)
[2025-12-23T20:35:46.677098] [INFO ] [main      ] Progress: 111/403 forecasts completed (27.5%). CELZ finished in 0.6s. ETA: 49.3s. Rate: 355.36 forecasts/min
[2025-12-23T20:35:46.677223] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-23T20:35:46.677267] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-23T20:35:46.688840] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:46.689777] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-23T20:35:46.689834] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-23T20:35:46.689889] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-23T20:35:46.690688] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:46.690748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:46.691627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:46.692921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:46.742099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:46.746470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:46.747860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:46.777149] [DEBUG] [MAG       ] ACRS: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.897905] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.910144] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-23
[2025-12-23T20:35:46.954159] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.019926] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2025-12-23T20:35:47.019999] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=4.37% (Conf=48.6532%)
[2025-12-23T20:35:47.020166] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-23T20:35:47.020210] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-23T20:35:47.020882] [INFO ] [main      ] Progress: 112/403 forecasts completed (27.8%). ACRS finished in 0.6s. ETA: 49.6s. Rate: 352.11 forecasts/min
[2025-12-23T20:35:47.031389] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.032227] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-23T20:35:47.032279] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-23T20:35:47.032310] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-23T20:35:47.033149] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:47.033207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:47.035639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.064334] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.076787] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.083605] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-23
[2025-12-23T20:35:47.138756] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-23T20:35:47.138828] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=49.0309%)
[2025-12-23T20:35:47.138995] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-23T20:35:47.139048] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-23T20:35:47.140663] [INFO ] [main      ] Progress: 113/403 forecasts completed (28.0%). CAAP finished in 0.7s. ETA: 49.3s. Rate: 353.03 forecasts/min
[2025-12-23T20:35:47.151025] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.151887] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-23T20:35:47.151942] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-23T20:35:47.151975] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-23T20:35:47.152807] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-23T20:35:47.152871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:47.157809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:47.159656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:47.160145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:47.160560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:47.162178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:47.162957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:47.164183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:47.167280] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-23T20:35:47.167347] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.792%)
[2025-12-23T20:35:47.167727] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-23T20:35:47.167778] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-23T20:35:47.164843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:47.168625] [INFO ] [main      ] Progress: 114/403 forecasts completed (28.3%). MKC finished in 0.6s. ETA: 48.8s. Rate: 355.64 forecasts/min
[2025-12-23T20:35:47.170230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:47.172362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:47.173472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.178329] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.179285] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-23T20:35:47.179335] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-23T20:35:47.179369] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-23T20:35:47.180168] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:47.180229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:47.181088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:47.182894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:47.183349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:47.184388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:47.186016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:47.187067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:47.187749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.251177] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.361701] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-23T20:35:47.361771] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=47.8253%)
[2025-12-23T20:35:47.361935] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-23T20:35:47.361987] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-23T20:35:47.363671] [INFO ] [main      ] Progress: 115/403 forecasts completed (28.5%). AAP finished in 0.7s. ETA: 48.7s. Rate: 355.16 forecasts/min
[2025-12-23T20:35:47.368651] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-23
[2025-12-23T20:35:47.373838] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.375041] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-23T20:35:47.375100] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-23T20:35:47.375131] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-23T20:35:47.376131] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:47.376191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:47.381506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:47.383243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:47.383731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:47.384165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:47.385274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.526522] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-23
[2025-12-23T20:35:47.528280] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-23
[2025-12-23T20:35:47.535430] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.590003] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-23T20:35:47.590074] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=61.1758%)
[2025-12-23T20:35:47.590439] [INFO ] [main      ] Progress: 116/403 forecasts completed (28.8%). ENTX finished in 0.6s. ETA: 48.6s. Rate: 354.11 forecasts/min
[2025-12-23T20:35:47.590588] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-23T20:35:47.590633] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-23T20:35:47.601405] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.602478] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-23T20:35:47.602530] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-23T20:35:47.602560] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-23T20:35:47.603367] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:47.603429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:47.608195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:47.609985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:47.610463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:47.610867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:47.658114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:47.659529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:47.663449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.692069] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.696265] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.718564] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-23
[2025-12-23T20:35:47.785253] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-23T20:35:47.785320] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=63.0494%)
[2025-12-23T20:35:47.785785] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-23T20:35:47.785845] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-23T20:35:47.786672] [INFO ] [main      ] Progress: 117/403 forecasts completed (29.0%). STBA finished in 0.6s. ETA: 48.5s. Rate: 353.64 forecasts/min
[2025-12-23T20:35:47.797836] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.798770] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-23T20:35:47.798822] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-23T20:35:47.798853] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-23T20:35:47.798899] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-23T20:35:47.798965] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=50.0096%)
[2025-12-23T20:35:47.799374] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-23T20:35:47.799428] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-23T20:35:47.799636] [INFO ] [main      ] Progress: 118/403 forecasts completed (29.3%). FELE finished in 0.6s. ETA: 48.0s. Rate: 356.42 forecasts/min
[2025-12-23T20:35:47.799718] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:47.799902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:47.804640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:47.806379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:47.806873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:47.807310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:47.807717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:47.811082] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:47.812080] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-23T20:35:47.812130] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-23T20:35:47.812159] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-23T20:35:47.812959] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:47.813017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:47.815351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:47.816516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:47.819202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.847204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:47.847926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:47.848935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:47.895832] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:47.991848] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-23T20:35:47.991914] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=38.0518%)
[2025-12-23T20:35:47.992280] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-23T20:35:47.992329] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-23T20:35:47.993666] [INFO ] [main      ] Progress: 119/403 forecasts completed (29.5%). TEX finished in 0.6s. ETA: 47.9s. Rate: 355.97 forecasts/min
[2025-12-23T20:35:48.003232] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:48.004077] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-23T20:35:48.004131] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-23T20:35:48.004161] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-23T20:35:48.004995] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:48.005058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:48.006842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:48.007356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:48.007765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:48.009893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:48.011470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:48.026830] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.151137] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.183312] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.214126] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:48.305647] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-23T20:35:48.305721] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=57.6498%)
[2025-12-23T20:35:48.306185] [INFO ] [main      ] Progress: 120/403 forecasts completed (29.8%). WULF finished in 0.7s. ETA: 48.0s. Rate: 353.45 forecasts/min
[2025-12-23T20:35:48.306358] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-23T20:35:48.306415] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-23T20:35:48.317722] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:48.318904] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:48.320049] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-23T20:35:48.320108] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-23T20:35:48.320140] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-23T20:35:48.321052] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:48.321129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:48.327237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:48.329100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:48.329655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:48.331228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:48.359380] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:48.363837] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.458750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:48.460294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:48.466168] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-23T20:35:48.466598] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=54.6362%)
[2025-12-23T20:35:48.466953] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-23T20:35:48.467006] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-23T20:35:48.467668] [INFO ] [main      ] Progress: 121/403 forecasts completed (30.0%). IESC finished in 0.7s. ETA: 47.9s. Rate: 353.60 forecasts/min
[2025-12-23T20:35:48.477858] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:48.478811] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-23T20:35:48.478862] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-23T20:35:48.478892] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-23T20:35:48.479736] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:48.479808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:48.480681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:48.482393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:48.484339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:48.528326] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-23T20:35:48.528395] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=157.82% (Conf=26.6091%)
[2025-12-23T20:35:48.528867] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-23T20:35:48.528921] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-23T20:35:48.529664] [INFO ] [main      ] Progress: 122/403 forecasts completed (30.3%). BIVI finished in 0.7s. ETA: 47.4s. Rate: 355.44 forecasts/min
[2025-12-23T20:35:48.540452] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:48.546914] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:48.547997] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-23T20:35:48.548069] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-23T20:35:48.548118] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-23T20:35:48.549292] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:48.549369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:48.609173] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-23T20:35:48.609244] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=43.4827%)
[2025-12-23T20:35:48.609695] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-23T20:35:48.609749] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-23T20:35:48.610664] [INFO ] [main      ] Progress: 123/403 forecasts completed (30.5%). BLFY finished in 0.6s. ETA: 47.1s. Rate: 356.95 forecasts/min
[2025-12-23T20:35:48.621264] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:48.622337] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-23T20:35:48.622397] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-23T20:35:48.622429] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-23T20:35:48.623291] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:48.623351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:48.628320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:48.629194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:48.728420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:48.729852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:48.730797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:48.820597] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.848258] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.988908] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-23
[2025-12-23T20:35:48.997971] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.034561] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.063636] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-23
[2025-12-23T20:35:49.101208] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-23T20:35:49.101293] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=-4.01% (Conf=56.6456%)
[2025-12-23T20:35:49.101470] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-23T20:35:49.101525] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-23T20:35:49.102682] [INFO ] [main      ] Progress: 124/403 forecasts completed (30.8%). PLTK finished in 0.8s. ETA: 47.6s. Rate: 351.49 forecasts/min
[2025-12-23T20:35:49.114422] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.115401] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-23T20:35:49.115469] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-23T20:35:49.115516] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-23T20:35:49.115989] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-23T20:35:49.116067] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=46.9018%)
[2025-12-23T20:35:49.116423] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-23T20:35:49.116473] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-23T20:35:49.116557] [INFO ] [main      ] Progress: 125/403 forecasts completed (31.0%). IRTC finished in 0.6s. ETA: 47.1s. Rate: 354.09 forecasts/min
[2025-12-23T20:35:49.116449] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:49.116734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:49.122256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.124176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:49.124838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:49.127102] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.128051] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-23T20:35:49.128102] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-23T20:35:49.128133] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-23T20:35:49.128936] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:49.128995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:49.133786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:49.134598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:49.136263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.164458] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.179450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:49.230085] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.256121] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-23T20:35:49.256192] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=60.697%)
[2025-12-23T20:35:49.256675] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-23T20:35:49.256728] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-23T20:35:49.257673] [INFO ] [main      ] Progress: 126/403 forecasts completed (31.3%). TNL finished in 0.6s. ETA: 46.9s. Rate: 354.56 forecasts/min
[2025-12-23T20:35:49.267403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:49.267767] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.268660] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-23T20:35:49.268716] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-23T20:35:49.268747] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-23T20:35:49.268871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:49.269595] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:49.269656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:49.270736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:49.271915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:49.272619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.274609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.276428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:49.276930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.319716] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-23T20:35:49.319782] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-6.71% (Conf=46.8559%)
[2025-12-23T20:35:49.320145] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-23T20:35:49.320197] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-23T20:35:49.321669] [INFO ] [main      ] Progress: 127/403 forecasts completed (31.5%). MCRB finished in 0.8s. ETA: 46.5s. Rate: 356.31 forecasts/min
[2025-12-23T20:35:49.332212] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.333298] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-23T20:35:49.333351] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-23T20:35:49.333382] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-23T20:35:49.334182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:49.334242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.335921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:49.336426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:49.337326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:49.338294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:49.339318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.467543] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-23
[2025-12-23T20:35:49.617373] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-23
[2025-12-23T20:35:49.628271] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-23
[2025-12-23T20:35:49.632591] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.672188] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-23
[2025-12-23T20:35:49.703355] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-23T20:35:49.703421] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=1.60% (Conf=46.5563%)
[2025-12-23T20:35:49.703813] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-23T20:35:49.703865] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-23T20:35:49.704669] [INFO ] [main      ] Progress: 128/403 forecasts completed (31.8%). DCTH finished in 0.6s. ETA: 46.8s. Rate: 352.80 forecasts/min
[2025-12-23T20:35:49.714522] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.715343] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-23T20:35:49.715393] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-23T20:35:49.715424] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-23T20:35:49.716241] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:49.716303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:49.721146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.722964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:49.723441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:49.723897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:49.724663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:49.725956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.793429] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.808487] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.840701] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:49.892284] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-23T20:35:49.892354] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=57.6295%)
[2025-12-23T20:35:49.892554] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-23T20:35:49.892822] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-23T20:35:49.893855] [INFO ] [main      ] Progress: 129/403 forecasts completed (32.0%). PFG finished in 0.6s. ETA: 46.6s. Rate: 352.49 forecasts/min
[2025-12-23T20:35:49.897811] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-23T20:35:49.897875] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=53.1095%)
[2025-12-23T20:35:49.898221] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-23T20:35:49.898211] [INFO ] [main      ] Progress: 130/403 forecasts completed (32.3%). AMBP finished in 0.6s. ETA: 46.1s. Rate: 355.15 forecasts/min
[2025-12-23T20:35:49.898271] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-23T20:35:49.904272] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.907296] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-23T20:35:49.907381] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-23T20:35:49.907414] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-23T20:35:49.908432] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:49.908494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.912326] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-23T20:35:49.912395] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-3.49% (Conf=50.9731%)
[2025-12-23T20:35:49.912803] [INFO ] [main      ] Progress: 131/403 forecasts completed (32.5%). RHI finished in 0.8s. ETA: 45.6s. Rate: 357.65 forecasts/min
[2025-12-23T20:35:49.912822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:49.912986] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-23T20:35:49.913034] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-23T20:35:49.913366] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.913437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:49.913861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:49.914163] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-23T20:35:49.914225] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-23T20:35:49.914258] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-23T20:35:49.915075] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:49.915161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:49.916868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:49.917390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:49.917806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:49.924799] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:49.925778] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-23T20:35:49.925841] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-23T20:35:49.925884] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-23T20:35:49.926744] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:49.926805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:49.927645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:49.964607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.033262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:50.058717] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.080311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:50.082075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:50.083009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.227877] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:50.282113] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.298359] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.309283] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-23T20:35:50.309356] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-2.19% (Conf=48.4988%)
[2025-12-23T20:35:50.309762] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-23T20:35:50.309814] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-23T20:35:50.311684] [INFO ] [main      ] Progress: 132/403 forecasts completed (32.8%). CDE finished in 0.6s. ETA: 45.9s. Rate: 353.95 forecasts/min
[2025-12-23T20:35:50.321011] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:50.321918] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-23T20:35:50.321969] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-23T20:35:50.322001] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-23T20:35:50.322817] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:50.322874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:50.327613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:50.329306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.430958] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.460773] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:50.464758] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:50.522626] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-23T20:35:50.522693] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=63.1627%)
[2025-12-23T20:35:50.523055] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-23T20:35:50.523105] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-23T20:35:50.523111] [INFO ] [main      ] Progress: 133/403 forecasts completed (33.0%). TRIN finished in 0.6s. ETA: 45.9s. Rate: 353.29 forecasts/min
[2025-12-23T20:35:50.530305] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-23T20:35:50.530373] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.5928%)
[2025-12-23T20:35:50.530787] [INFO ] [main      ] Progress: 134/403 forecasts completed (33.3%). AIPI finished in 0.6s. ETA: 45.4s. Rate: 355.83 forecasts/min
[2025-12-23T20:35:50.530929] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-23T20:35:50.530974] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-23T20:35:50.534306] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:50.535121] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-23T20:35:50.535176] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-23T20:35:50.535207] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-23T20:35:50.536002] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:50.536060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:50.540768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:50.543084] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:50.543164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.543955] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-23T20:35:50.544013] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-23T20:35:50.544045] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-23T20:35:50.544863] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:50.544925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:50.549839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:50.551668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:50.552182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:50.552592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:50.555202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.606126] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:50.669252] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.672976] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-23T20:35:50.673044] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=67.6387%)
[2025-12-23T20:35:50.673785] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-23T20:35:50.673837] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-23T20:35:50.674671] [INFO ] [main      ] Progress: 135/403 forecasts completed (33.5%). ALZN finished in 0.8s. ETA: 45.1s. Rate: 356.22 forecasts/min
[2025-12-23T20:35:50.686657] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:50.687551] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-23T20:35:50.687626] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-23T20:35:50.687658] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-23T20:35:50.688470] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:50.688528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:50.693291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:50.695061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:50.695537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:50.695943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:50.838845] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:50.879457] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.888747] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-23
[2025-12-23T20:35:50.954090] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-23T20:35:50.954162] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=-5.03% (Conf=57.9484%)
[2025-12-23T20:35:50.954525] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-23T20:35:50.954593] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-23T20:35:50.955652] [INFO ] [main      ] Progress: 136/403 forecasts completed (33.7%). MATX finished in 0.6s. ETA: 45.2s. Rate: 354.48 forecasts/min
[2025-12-23T20:35:50.966034] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:50.967084] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-23T20:35:50.967134] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-23T20:35:50.967164] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-23T20:35:50.967971] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:50.968029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:50.972785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:50.974050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.027101] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-23
[2025-12-23T20:35:51.055312] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.060132] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.125334] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-23T20:35:51.125402] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=56.029%)
[2025-12-23T20:35:51.125766] [INFO ] [main      ] Progress: 137/403 forecasts completed (34.0%). REYN finished in 0.6s. ETA: 45.0s. Rate: 354.46 forecasts/min
[2025-12-23T20:35:51.125892] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-23T20:35:51.125934] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-23T20:35:51.136410] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.139030] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-23T20:35:51.139082] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-23T20:35:51.139112] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-23T20:35:51.139908] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:51.139966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:51.140821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:51.141827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.143524] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-23T20:35:51.143608] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=61.9645%)
[2025-12-23T20:35:51.144056] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-23T20:35:51.144107] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-23T20:35:51.144655] [INFO ] [main      ] Progress: 138/403 forecasts completed (34.2%). BNS finished in 0.6s. ETA: 44.6s. Rate: 356.76 forecasts/min
[2025-12-23T20:35:51.155071] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.155958] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-23T20:35:51.156015] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-23T20:35:51.156048] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-23T20:35:51.156864] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:51.156925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:51.158721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:51.159249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:51.193365] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.261257] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-23T20:35:51.261336] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=12.30% (Conf=45.6358%)
[2025-12-23T20:35:51.261826] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-23T20:35:51.261880] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-23T20:35:51.262660] [INFO ] [main      ] Progress: 139/403 forecasts completed (34.5%). IMMX finished in 0.6s. ETA: 44.3s. Rate: 357.53 forecasts/min
[2025-12-23T20:35:51.273270] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.274400] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-23T20:35:51.274451] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-23T20:35:51.274483] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-23T20:35:51.275340] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:51.275400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:51.286927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:51.290926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:51.293262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.311058] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-23
[2025-12-23T20:35:51.350361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:51.351619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:51.354530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:51.356868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:51.360703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:51.361439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.480319] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.487093] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-23
[2025-12-23T20:35:51.542905] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-23T20:35:51.542981] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=46.1699%)
[2025-12-23T20:35:51.543707] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-23T20:35:51.543761] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-23T20:35:51.544679] [INFO ] [main      ] Progress: 140/403 forecasts completed (34.7%). PDI finished in 0.6s. ETA: 44.4s. Rate: 355.80 forecasts/min
[2025-12-23T20:35:51.554952] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.556049] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-23T20:35:51.556102] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-23T20:35:51.556132] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-23T20:35:51.556954] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:51.557016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:51.558721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:51.559275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:51.559721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:51.560664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:51.633350] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-23
[2025-12-23T20:35:51.634612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:51.635955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.660776] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.698543] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-23
[2025-12-23T20:35:51.748974] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-23T20:35:51.749042] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=49.3991%)
[2025-12-23T20:35:51.749402] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-23T20:35:51.749453] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-23T20:35:51.750365] [INFO ] [main      ] Progress: 141/403 forecasts completed (35.0%). JHX finished in 0.6s. ETA: 44.3s. Rate: 355.24 forecasts/min
[2025-12-23T20:35:51.760655] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.761689] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-23T20:35:51.761745] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-23T20:35:51.762092] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-23T20:35:51.762907] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:51.762968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:51.767776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:51.768754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:51.770436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.807132] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.867240] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:51.881170] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-23T20:35:51.881248] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=61.8303%)
[2025-12-23T20:35:51.881621] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-23T20:35:51.881674] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-23T20:35:51.881663] [INFO ] [main      ] Progress: 142/403 forecasts completed (35.2%). BCAL finished in 0.7s. ETA: 44.0s. Rate: 355.80 forecasts/min
[2025-12-23T20:35:51.893110] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.894181] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-23T20:35:51.894236] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-23T20:35:51.894267] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-23T20:35:51.895127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:51.895194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:51.900077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:51.900954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:51.901616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:51.902301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.927361] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-23T20:35:51.927425] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=69.7114%)
[2025-12-23T20:35:51.927889] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-23T20:35:51.927941] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-23T20:35:51.928640] [INFO ] [main      ] Progress: 143/403 forecasts completed (35.5%). BEPI finished in 0.7s. ETA: 43.6s. Rate: 357.61 forecasts/min
[2025-12-23T20:35:51.938925] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:51.939969] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-23T20:35:51.940025] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-23T20:35:51.940056] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-23T20:35:51.940851] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:51.940909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:51.945637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:51.947387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:51.947885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:51.972965] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.104143] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.148372] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.240555] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.268907] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.280225] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.317428] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-23T20:35:52.317499] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=52.783%)
[2025-12-23T20:35:52.317911] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-23T20:35:52.317972] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-23T20:35:52.317976] [INFO ] [main      ] Progress: 144/403 forecasts completed (35.7%). MANH finished in 0.8s. ETA: 43.9s. Rate: 354.36 forecasts/min
[2025-12-23T20:35:52.330735] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:52.331631] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-23T20:35:52.331689] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-23T20:35:52.331721] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-23T20:35:52.332628] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:52.332698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:52.334205] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-23T20:35:52.334267] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-5.62% (Conf=38.3415%)
[2025-12-23T20:35:52.334430] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-23T20:35:52.334474] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-23T20:35:52.335537] [INFO ] [main      ] Progress: 145/403 forecasts completed (36.0%). UDMY finished in 0.6s. ETA: 43.4s. Rate: 356.56 forecasts/min
[2025-12-23T20:35:52.338288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:52.339516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:52.341255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:52.344395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:52.345204] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:52.346269] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-23T20:35:52.346321] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-23T20:35:52.346351] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-23T20:35:52.347164] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:52.347226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:52.348094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:52.349286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:52.351073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:52.351615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:52.352709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:52.354702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:52.408080] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.445146] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.501773] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-23T20:35:52.501850] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=65.576%)
[2025-12-23T20:35:52.502199] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-23T20:35:52.502257] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-23T20:35:52.502660] [INFO ] [main      ] Progress: 146/403 forecasts completed (36.2%). BBWI finished in 0.6s. ETA: 43.2s. Rate: 356.58 forecasts/min
[2025-12-23T20:35:52.512765] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-23T20:35:52.512834] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=55.911%)
[2025-12-23T20:35:52.513070] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:52.513318] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-23T20:35:52.513377] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-23T20:35:52.513627] [INFO ] [main      ] Progress: 147/403 forecasts completed (36.5%). ETO finished in 0.6s. ETA: 42.8s. Rate: 358.86 forecasts/min
[2025-12-23T20:35:52.514363] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-23T20:35:52.514476] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-23T20:35:52.514520] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-23T20:35:52.515869] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:52.515933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:52.517898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:52.518486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:52.518960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:52.519403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:52.521949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:52.525917] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:52.526814] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-23T20:35:52.526874] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-23T20:35:52.526909] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-23T20:35:52.527755] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:52.527816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:52.530243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:52.531341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:52.687041] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.734138] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.856632] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.866071] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.873821] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-23
[2025-12-23T20:35:52.905683] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:52.964677] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-23T20:35:52.964743] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=51.9606%)
[2025-12-23T20:35:52.965162] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-23T20:35:52.965215] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-23T20:35:52.966154] [INFO ] [main      ] Progress: 148/403 forecasts completed (36.7%). RMI finished in 0.6s. ETA: 43.1s. Rate: 354.77 forecasts/min
[2025-12-23T20:35:52.976290] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:52.977407] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-23T20:35:52.977461] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-23T20:35:52.977491] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-23T20:35:52.978308] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:52.978375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:52.979340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:52.980511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:52.981997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.018612] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-23T20:35:53.018681] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=54.6766%)
[2025-12-23T20:35:53.019057] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-23T20:35:53.019107] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-23T20:35:53.019661] [INFO ] [main      ] Progress: 149/403 forecasts completed (37.0%). MIGI finished in 0.7s. ETA: 42.8s. Rate: 356.40 forecasts/min
[2025-12-23T20:35:53.030191] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.031255] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-23T20:35:53.031306] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-23T20:35:53.031336] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-23T20:35:53.031978] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:53.032138] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:53.032200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:53.033900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:53.034424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:53.035205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:53.037529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:53.044121] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:53.105442] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-23T20:35:53.105512] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=48.8976%)
[2025-12-23T20:35:53.105692] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-23T20:35:53.105736] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-23T20:35:53.105997] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-23T20:35:53.106063] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=50.2712%)
[2025-12-23T20:35:53.106226] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-23T20:35:53.106621] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-23T20:35:53.108841] [INFO ] [main      ] Progress: 150/403 forecasts completed (37.2%). RDY finished in 0.6s. ETA: 42.5s. Rate: 357.52 forecasts/min
[2025-12-23T20:35:53.108980] [INFO ] [main      ] Progress: 151/403 forecasts completed (37.5%). SSRM finished in 0.6s. ETA: 42.0s. Rate: 359.91 forecasts/min
[2025-12-23T20:35:53.114161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.118187] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.119413] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-23T20:35:53.119464] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-23T20:35:53.119495] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-23T20:35:53.120301] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:35:53.120362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:53.120691] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.122310] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-23T20:35:53.122367] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-23T20:35:53.122400] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-23T20:35:53.123249] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-23T20:35:53.123346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:53.125157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:53.126950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:53.127425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:53.127830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:53.128106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:53.129902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:53.130374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:53.130828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:53.131217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:53.131960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:53.132777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:53.135117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:53.177598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:53.178568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:53.241541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:53.243555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:53.255165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.283316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:53.284486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:53.318275] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-23
[2025-12-23T20:35:53.323760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:53.324676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:53.325907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:53.399619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:53.400543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:53.402385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:53.405150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:53.406227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:53.408188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:53.408937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:53.413234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:53.414404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:53.415742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:53.417294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:53.420148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:53.420811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:53.421511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:53.423519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:53.424602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:53.425294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:53.425992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-23T20:35:53.426694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:53.429407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:53.430987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:53.433365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:53.435532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:53.439340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:53.448071] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-23
[2025-12-23T20:35:53.456503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:53.457759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:53.459494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:53.460224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:53.461851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:53.463438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:53.464356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:53.465554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:35:53.466822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:53.468919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:53.470529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:35:53.473379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:35:53.475212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:35:53.481005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.487880] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:53.589510] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-23
[2025-12-23T20:35:53.615367] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:53.665984] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-23T20:35:53.666051] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=76.025%)
[2025-12-23T20:35:53.666405] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-23T20:35:53.666456] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-23T20:35:53.666665] [INFO ] [main      ] Progress: 152/403 forecasts completed (37.7%). NDAQ finished in 0.7s. ETA: 42.5s. Rate: 354.44 forecasts/min
[2025-12-23T20:35:53.677141] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.678867] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-23T20:35:53.678919] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-23T20:35:53.678950] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-23T20:35:53.679845] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:53.679925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:53.681704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:53.682262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:53.682679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:53.683647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:53.684846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:53.685894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.735053] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-23T20:35:53.735121] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=59.9376%)
[2025-12-23T20:35:53.735487] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-23T20:35:53.735536] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-23T20:35:53.736656] [INFO ] [main      ] Progress: 153/403 forecasts completed (38.0%). PSX finished in 0.7s. ETA: 42.2s. Rate: 355.80 forecasts/min
[2025-12-23T20:35:53.746662] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.747750] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-23T20:35:53.747802] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-23T20:35:53.747832] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-23T20:35:53.748627] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:53.748686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:53.753409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:53.754374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:53.756765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.761129] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:53.813715] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-23
[2025-12-23T20:35:53.828837] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-23T20:35:53.828905] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=48.3251%)
[2025-12-23T20:35:53.829308] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-23T20:35:53.829362] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-23T20:35:53.830657] [INFO ] [main      ] Progress: 154/403 forecasts completed (38.2%). TSLX finished in 0.7s. ETA: 41.9s. Rate: 356.83 forecasts/min
[2025-12-23T20:35:53.841106] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:53.842073] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-23T20:35:53.842126] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-23T20:35:53.842157] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-23T20:35:53.842977] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:53.843049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:53.847895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:53.849636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:53.850267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:53.852369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:53.854112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:53.978899] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.026992] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.098693] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.193156] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.197697] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.241507] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-23T20:35:54.241597] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-23T20:35:54.242039] [INFO ] [main      ] Progress: 155/403 forecasts completed (38.5%). BSCQ finished in 1.1s. ETA: 42.1s. Rate: 353.53 forecasts/min
[2025-12-23T20:35:54.242194] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-23T20:35:54.242240] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-23T20:35:54.254326] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.255316] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-23T20:35:54.255366] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-23T20:35:54.255395] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-23T20:35:54.256208] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:54.256268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:54.257943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:54.258462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:54.258886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:54.261222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:54.286189] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.322854] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-23T20:35:54.322924] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=2.61% (Conf=58.1967%)
[2025-12-23T20:35:54.323145] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-23T20:35:54.323193] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-23T20:35:54.323890] [INFO ] [main      ] Progress: 156/403 forecasts completed (38.7%). TEM finished in 0.7s. ETA: 41.8s. Rate: 354.70 forecasts/min
[2025-12-23T20:35:54.335172] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.336335] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-23T20:35:54.336403] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-23T20:35:54.336448] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-23T20:35:54.337442] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:54.337512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:54.342944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:54.344204] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-23T20:35:54.344278] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=51.456%)
[2025-12-23T20:35:54.344491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:54.344681] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-23T20:35:54.344734] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-23T20:35:54.345622] [INFO ] [main      ] Progress: 157/403 forecasts completed (39.0%). CHSCL finished in 0.6s. ETA: 41.4s. Rate: 356.68 forecasts/min
[2025-12-23T20:35:54.347639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:54.356024] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.356931] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-23T20:35:54.356983] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-23T20:35:54.357014] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-23T20:35:54.357851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:54.357912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:54.359672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:54.360196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:54.360658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:54.361049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:54.362418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:54.364490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:54.364807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:54.365264] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.366215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:54.424068] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-23T20:35:54.424150] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=51.4396%)
[2025-12-23T20:35:54.424317] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-23T20:35:54.424360] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-23T20:35:54.425668] [INFO ] [main      ] Progress: 158/403 forecasts completed (39.2%). TCPC finished in 0.6s. ETA: 41.1s. Rate: 357.87 forecasts/min
[2025-12-23T20:35:54.436670] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.437610] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-23T20:35:54.437660] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-23T20:35:54.437691] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-23T20:35:54.438466] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:54.438525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:54.440236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:54.440785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:54.442017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:54.598072] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.717023] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.733375] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.765924] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.780252] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-23
[2025-12-23T20:35:54.879353] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-23T20:35:54.879429] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=55.9392%)
[2025-12-23T20:35:54.879806] [INFO ] [main      ] Progress: 159/403 forecasts completed (39.5%). EXPD finished in 0.6s. ETA: 41.3s. Rate: 354.07 forecasts/min
[2025-12-23T20:35:54.879936] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-23T20:35:54.879979] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-23T20:35:54.887172] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.891961] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.893071] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-23T20:35:54.893125] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-23T20:35:54.893156] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-23T20:35:54.893999] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:54.894057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:54.896083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:54.899236] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.980057] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:54.982447] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-23T20:35:54.982513] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=53.5766%)
[2025-12-23T20:35:54.982891] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-23T20:35:54.982942] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-23T20:35:54.984668] [INFO ] [main      ] Progress: 160/403 forecasts completed (39.7%). KOD finished in 0.6s. ETA: 41.1s. Rate: 354.91 forecasts/min
[2025-12-23T20:35:54.989565] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-23T20:35:54.989651] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=3.98% (Conf=57.0941%)
[2025-12-23T20:35:54.990288] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-23T20:35:54.990344] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-23T20:35:54.991274] [INFO ] [main      ] Progress: 161/403 forecasts completed (40.0%). TERN finished in 0.7s. ETA: 40.7s. Rate: 357.04 forecasts/min
[2025-12-23T20:35:54.994878] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:54.995886] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-23T20:35:54.995942] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-23T20:35:54.995973] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-23T20:35:54.996960] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:54.997019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:55.001830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:55.003505] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:55.004297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:55.004540] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-23T20:35:55.004616] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-23T20:35:55.004650] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-23T20:35:55.005472] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-23T20:35:55.005568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:55.010780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:55.012548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:55.013110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:55.013717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:55.014109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:55.015009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:55.015818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:55.018159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:55.044278] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-23T20:35:55.044358] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=56.3299%)
[2025-12-23T20:35:55.044736] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-23T20:35:55.044788] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-23T20:35:55.045675] [INFO ] [main      ] Progress: 162/403 forecasts completed (40.2%). FDUS finished in 0.6s. ETA: 40.3s. Rate: 358.54 forecasts/min
[2025-12-23T20:35:55.056540] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:55.057478] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-23T20:35:55.057532] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-23T20:35:55.057563] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-23T20:35:55.058379] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:55.058438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:55.060191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:55.060790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:55.061244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:55.061668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:55.062477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.119185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:55.121967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.138403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:55.140609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:55.185559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:55.186922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:55.236150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:55.237401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:55.238727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:35:55.241282] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-23
[2025-12-23T20:35:55.324090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:55.325194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:55.327369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:35:55.330696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:55.331888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:55.333984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:55.334779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:55.339717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:55.341010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:55.342456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:55.344193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:55.347508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:55.348266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:55.349116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:55.351659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:55.352947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:55.353824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:55.354589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-23T20:35:55.355390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:55.358502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:35:55.360357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:55.363111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:55.365754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:55.370111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:55.390535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:55.392133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:55.394101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:55.394951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:35:55.396902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:35:55.398660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:55.399686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:55.401050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:35:55.402448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:55.405033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:55.406876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.412403] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:55.469893] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-23
[2025-12-23T20:35:55.493111] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-23
[2025-12-23T20:35:55.500052] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-23T20:35:55.500119] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=39.9818%)
[2025-12-23T20:35:55.500551] [INFO ] [main      ] Progress: 163/403 forecasts completed (40.4%). ASH finished in 0.6s. ETA: 40.6s. Rate: 354.80 forecasts/min
[2025-12-23T20:35:55.500696] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-23T20:35:55.500739] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-23T20:35:55.511443] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:55.512490] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-23T20:35:55.512541] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-23T20:35:55.512591] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-23T20:35:55.513370] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:55.513428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:55.517604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:55.519680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.642913] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:55.671377] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:55.739747] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-23T20:35:55.739817] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=58.1507%)
[2025-12-23T20:35:55.740296] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-23T20:35:55.740351] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-23T20:35:55.740661] [INFO ] [main      ] Progress: 164/403 forecasts completed (40.7%). SHEL finished in 0.8s. ETA: 40.5s. Rate: 353.89 forecasts/min
[2025-12-23T20:35:55.752260] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:55.753328] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-23T20:35:55.753381] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-23T20:35:55.753413] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-23T20:35:55.754249] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:55.754310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:55.758870] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-23T20:35:55.758938] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=64.9339%)
[2025-12-23T20:35:55.759244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:55.759367] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-23T20:35:55.759420] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-23T20:35:55.759621] [INFO ] [main      ] Progress: 165/403 forecasts completed (40.9%). CM finished in 0.7s. ETA: 40.1s. Rate: 355.81 forecasts/min
[2025-12-23T20:35:55.761714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:55.762260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:55.771899] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:55.772715] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-23T20:35:55.772767] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-23T20:35:55.772798] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-23T20:35:55.773601] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:55.773660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:55.775314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:55.775841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:55.776225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:55.776985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:55.779960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.829870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:55.861282] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-23
[2025-12-23T20:35:55.865570] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.037438] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.044866] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.113801] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.125270] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-23T20:35:56.125342] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=13.34% (Conf=46.2523%)
[2025-12-23T20:35:56.125510] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-23T20:35:56.125554] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-23T20:35:56.126659] [INFO ] [main      ] Progress: 166/403 forecasts completed (41.2%). WLDS finished in 0.6s. ETA: 40.2s. Rate: 353.30 forecasts/min
[2025-12-23T20:35:56.137861] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.139001] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-23T20:35:56.139065] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-23T20:35:56.139097] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-23T20:35:56.140121] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:35:56.171543] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.285170] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.326896] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-23T20:35:56.327178] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-23T20:35:56.327635] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-23T20:35:56.327705] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-23T20:35:56.327663] [INFO ] [main      ] Progress: 167/403 forecasts completed (41.4%). FTSM finished in 1.3s. ETA: 40.1s. Rate: 352.92 forecasts/min
[2025-12-23T20:35:56.343142] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.344200] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-23T20:35:56.344255] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-23T20:35:56.344287] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-23T20:35:56.345119] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:56.345186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:56.347601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:56.348630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:56.349295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:35:56.350416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:56.352163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:56.352696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:56.353177] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-23T20:35:56.353256] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=41.3252%)
[2025-12-23T20:35:56.353711] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-23T20:35:56.353769] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-23T20:35:56.353752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:35:56.354621] [INFO ] [main      ] Progress: 168/403 forecasts completed (41.7%). EVF finished in 0.6s. ETA: 39.8s. Rate: 354.69 forecasts/min
[2025-12-23T20:35:56.358080] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.357467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:35:56.360191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:35:56.360932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:56.367244] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.368460] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-23T20:35:56.368518] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-23T20:35:56.368550] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-23T20:35:56.369525] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:56.369616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:56.375208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:56.377124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:56.377656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:56.378446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:56.428410] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-23T20:35:56.428489] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=56.3239%)
[2025-12-23T20:35:56.428901] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-23T20:35:56.428952] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-23T20:35:56.429620] [INFO ] [main      ] Progress: 169/403 forecasts completed (41.9%). KEP finished in 0.7s. ETA: 39.5s. Rate: 355.87 forecasts/min
[2025-12-23T20:35:56.441677] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.442618] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-23T20:35:56.442678] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-23T20:35:56.442710] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-23T20:35:56.443589] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:56.443653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:56.445404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:56.446327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:56.446761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:56.447702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:56.483611] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.557527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:56.558856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:56.651753] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.699255] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-23T20:35:56.699320] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-23T20:35:56.699476] [INFO ] [main      ] Fetching symbol history for LYRA...
[2025-12-23T20:35:56.699520] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2025-12-23T20:35:56.700557] [INFO ] [main      ] Progress: 170/403 forecasts completed (42.2%). CIF finished in 0.6s. ETA: 39.4s. Rate: 354.60 forecasts/min
[2025-12-23T20:35:56.706645] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.710157] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.710947] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2025-12-23T20:35:56.711003] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2025-12-23T20:35:56.711034] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2025-12-23T20:35:56.711817] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:56.711875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:35:56.712511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:56.713224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:35:56.715975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:56.759819] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.873059] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.899332] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-23
[2025-12-23T20:35:56.945846] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:56.961564] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-23T20:35:56.961648] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=47.517%)
[2025-12-23T20:35:56.961991] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-23T20:35:56.962044] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-23T20:35:56.962658] [INFO ] [main      ] Progress: 171/403 forecasts completed (42.4%). MCHI finished in 0.6s. ETA: 39.4s. Rate: 353.46 forecasts/min
[2025-12-23T20:35:56.972506] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:56.973408] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-23T20:35:56.973465] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-23T20:35:56.973496] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-23T20:35:56.974304] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:35:57.010039] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-23T20:35:57.010115] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-14.78% (Conf=56.3261%)
[2025-12-23T20:35:57.010605] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-23T20:35:57.010661] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-23T20:35:57.010640] [INFO ] [main      ] Progress: 172/403 forecasts completed (42.7%). PLUG finished in 0.7s. ETA: 39.0s. Rate: 354.94 forecasts/min
[2025-12-23T20:35:57.022861] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.023705] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-23T20:35:57.023759] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-23T20:35:57.023790] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-23T20:35:57.024665] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:57.024737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:57.029945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:57.052809] [DEBUG] [MAG       ] LYRA: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.067695] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.123794] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-23T20:35:57.123862] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=33.6073%)
[2025-12-23T20:35:57.124237] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-23T20:35:57.124287] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-23T20:35:57.124663] [INFO ] [main      ] Progress: 173/403 forecasts completed (42.9%). CHSCN finished in 0.7s. ETA: 38.8s. Rate: 355.61 forecasts/min
[2025-12-23T20:35:57.136751] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.137695] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-23T20:35:57.137759] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-23T20:35:57.137790] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-23T20:35:57.138614] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:35:57.138676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:57.143472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:57.157796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:57.159291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:57.161482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.182444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:57.183761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:57.184982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:35:57.186972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:57.187652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.226370] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.307832] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.336167] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2025-12-23T20:35:57.336234] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=36.93% (Conf=33.3437%)
[2025-12-23T20:35:57.336415] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-23T20:35:57.336460] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-23T20:35:57.337156] [INFO ] [main      ] Progress: 174/403 forecasts completed (43.2%). LYRA finished in 0.6s. ETA: 38.7s. Rate: 355.08 forecasts/min
[2025-12-23T20:35:57.347911] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.348998] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-23T20:35:57.349052] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-23T20:35:57.349083] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-23T20:35:57.349931] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:57.349991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:57.351686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:57.352196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:57.352601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:35:57.401718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.475590] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.520286] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.530337] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.546865] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-23T20:35:57.546934] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=54.1706%)
[2025-12-23T20:35:57.547098] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-23T20:35:57.547142] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-23T20:35:57.548212] [INFO ] [main      ] Progress: 175/403 forecasts completed (43.4%). GPIQ finished in 0.6s. ETA: 38.6s. Rate: 354.58 forecasts/min
[2025-12-23T20:35:57.558385] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.559312] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-23T20:35:57.559372] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-23T20:35:57.559404] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-23T20:35:57.560219] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:57.560280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:57.562032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:57.562555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:57.563474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:57.564635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:35:57.570726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.685782] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.702339] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.738692] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.778478] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-23T20:35:57.778547] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.1138%)
[2025-12-23T20:35:57.778932] [INFO ] [main      ] Fetching symbol history for UGI...
[2025-12-23T20:35:57.778982] [DEBUG] [REMOTE    ] UGI: Fetching historical data.
[2025-12-23T20:35:57.779668] [INFO ] [main      ] Progress: 176/403 forecasts completed (43.7%). NOMD finished in 0.7s. ETA: 38.5s. Rate: 353.84 forecasts/min
[2025-12-23T20:35:57.791114] [DEBUG] [REMOTE    ] UGI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.792054] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 10 features, N/A% accuracy
[2025-12-23T20:35:57.792113] [INFO ] [LOCAL     ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config
[2025-12-23T20:35:57.792146] [DEBUG] [MAG       ] Building data for symbol: UGI with lookback: 0
[2025-12-23T20:35:57.792981] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:35:57.793052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:57.797968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:57.799786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:57.800273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:57.800687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:57.805000] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-23T20:35:57.805066] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=56.8524%)
[2025-12-23T20:35:57.805457] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-23T20:35:57.805508] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-23T20:35:57.805666] [INFO ] [main      ] Progress: 177/403 forecasts completed (43.9%). UAL finished in 0.8s. ETA: 38.1s. Rate: 355.54 forecasts/min
[2025-12-23T20:35:57.817032] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.817871] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-23T20:35:57.817929] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-23T20:35:57.817960] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-23T20:35:57.818786] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:57.819202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:57.824316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:57.825175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:57.827274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:35:57.827961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:35:57.829275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.841222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:57.843883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:57.845031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:57.845510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:57.846767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:35:57.848885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:57.909862] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:57.925689] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-23
[2025-12-23T20:35:57.970453] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-23T20:35:57.970523] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=50.1841%)
[2025-12-23T20:35:57.970707] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-23T20:35:57.970753] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-23T20:35:57.972080] [INFO ] [main      ] Progress: 178/403 forecasts completed (44.2%). BOC finished in 0.6s. ETA: 38.0s. Rate: 355.57 forecasts/min
[2025-12-23T20:35:57.981412] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:57.982130] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-23T20:35:57.982181] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-23T20:35:57.982532] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-23T20:35:57.983351] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:35:57.983416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:57.988219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:57.990712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:35:58.031415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:58.032545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:35:58.033337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:35:58.037860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:35:58.038508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:58.042862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:58.061183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.106086] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:58.175916] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-23T20:35:58.175984] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=-2.68% (Conf=59.4878%)
[2025-12-23T20:35:58.176344] [INFO ] [main      ] Progress: 179/403 forecasts completed (44.4%). MGTX finished in 0.6s. ETA: 37.8s. Rate: 355.15 forecasts/min
[2025-12-23T20:35:58.176474] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-23T20:35:58.176517] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-23T20:35:58.187013] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:58.187915] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-23T20:35:58.187968] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-23T20:35:58.187999] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-23T20:35:58.188787] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:58.188848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:58.193105] [DEBUG] [MAG       ] UGI: Last date is validated at 2025-12-23
[2025-12-23T20:35:58.193583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:58.194381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:58.195200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:35:58.197651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:35:58.198621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:35:58.199665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:35:58.200344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:58.202314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.204845] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-23
[2025-12-23T20:35:58.364051] [DEBUG] [MAG       ] UGI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:58.397699] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:58.451402] [INFO ] [LOCAL     ] UGI: Saved forecast.
[2025-12-23T20:35:58.451471] [INFO ] [main      ] UGI: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=63.9558%)
[2025-12-23T20:35:58.451856] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-23T20:35:58.451909] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-23T20:35:58.452655] [INFO ] [main      ] Progress: 180/403 forecasts completed (44.7%). UGI finished in 0.7s. ETA: 37.8s. Rate: 353.90 forecasts/min
[2025-12-23T20:35:58.464675] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:58.465712] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-23T20:35:58.465766] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-23T20:35:58.465798] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-23T20:35:58.466674] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:58.466746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:58.468914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:58.469645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:58.470128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:58.470923] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-23
[2025-12-23T20:35:58.488831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:35:58.489847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.538865] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-23
[2025-12-23T20:35:58.567039] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-23T20:35:58.567106] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=50.1135%)
[2025-12-23T20:35:58.567271] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-23T20:35:58.567315] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-23T20:35:58.569096] [INFO ] [main      ] Progress: 181/403 forecasts completed (44.9%). MCK finished in 0.8s. ETA: 37.6s. Rate: 354.52 forecasts/min
[2025-12-23T20:35:58.578817] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:58.580491] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-23T20:35:58.580544] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-23T20:35:58.580592] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-23T20:35:58.581428] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:58.581498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:58.586321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:35:58.587607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:35:58.589198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:35:58.591622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.636301] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:58.714143] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:58.721026] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-23T20:35:58.721103] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=64.8285%)
[2025-12-23T20:35:58.721276] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-23T20:35:58.721327] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-23T20:35:58.722691] [INFO ] [main      ] Progress: 182/403 forecasts completed (45.2%). RGCO finished in 0.8s. ETA: 37.4s. Rate: 354.70 forecasts/min
[2025-12-23T20:35:58.732668] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:58.733534] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-23T20:35:58.733606] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-23T20:35:58.733799] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-23T20:35:58.734611] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:35:58.734668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:58.740181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:35:58.740982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.798818] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-23T20:35:58.798886] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-2.87% (Conf=52.5799%)
[2025-12-23T20:35:58.799271] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-23T20:35:58.799322] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-23T20:35:58.799649] [INFO ] [main      ] Progress: 183/403 forecasts completed (45.4%). FSLY finished in 0.6s. ETA: 37.1s. Rate: 355.75 forecasts/min
[2025-12-23T20:35:58.810003] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:58.810922] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-23T20:35:58.810979] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-23T20:35:58.811010] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-23T20:35:58.811809] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:35:58.811867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:35:58.812936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:58.851187] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-23
[2025-12-23T20:35:58.930446] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.020604] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.073156] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.095917] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.152299] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-23T20:35:59.152367] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=61.2614%)
[2025-12-23T20:35:59.152530] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-23T20:35:59.152879] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-23T20:35:59.153163] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.154645] [INFO ] [main      ] Progress: 184/403 forecasts completed (45.7%). ODFL finished in 0.7s. ETA: 37.2s. Rate: 353.63 forecasts/min
[2025-12-23T20:35:59.163413] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-23T20:35:59.163484] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=65.0245%)
[2025-12-23T20:35:59.163664] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-23T20:35:59.163708] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-23T20:35:59.164623] [INFO ] [main      ] Progress: 185/403 forecasts completed (45.9%). CTBB finished in 0.6s. ETA: 36.8s. Rate: 355.44 forecasts/min
[2025-12-23T20:35:59.167036] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.167924] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-23T20:35:59.167985] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-23T20:35:59.168016] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-23T20:35:59.168807] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:59.168868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:59.173620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:35:59.174560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:35:59.176191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:59.176497] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.178625] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-23T20:35:59.178683] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-23T20:35:59.178716] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-23T20:35:59.179546] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:35:59.241109] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.316818] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-23T20:35:59.316893] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=59.9078%)
[2025-12-23T20:35:59.317059] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-23T20:35:59.317101] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-23T20:35:59.317863] [INFO ] [main      ] Progress: 186/403 forecasts completed (46.2%). EVTC finished in 0.6s. ETA: 36.6s. Rate: 355.62 forecasts/min
[2025-12-23T20:35:59.329246] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.330130] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.331280] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-23T20:35:59.331334] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-23T20:35:59.331367] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-23T20:35:59.332171] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:35:59.332233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:59.337202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:35:59.339117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:35:59.339891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:35:59.341378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:59.412904] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-23T20:35:59.412972] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=65.5839%)
[2025-12-23T20:35:59.413347] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-23T20:35:59.413398] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-23T20:35:59.413650] [INFO ] [main      ] Progress: 187/403 forecasts completed (46.4%). ATRC finished in 0.6s. ETA: 36.4s. Rate: 356.44 forecasts/min
[2025-12-23T20:35:59.424210] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.425223] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-23T20:35:59.425303] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-23T20:35:59.425340] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-23T20:35:59.426164] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:59.426225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:59.431331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:59.436911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:59.437441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:59.509415] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.515961] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.676159] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.677589] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.683437] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.734045] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-23T20:35:59.734113] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=48.1351%)
[2025-12-23T20:35:59.734456] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-23T20:35:59.734506] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-23T20:35:59.735656] [INFO ] [main      ] Progress: 188/403 forecasts completed (46.7%). BDTX finished in 0.6s. ETA: 36.4s. Rate: 354.72 forecasts/min
[2025-12-23T20:35:59.745796] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.746939] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-23T20:35:59.746992] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-23T20:35:59.747029] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-23T20:35:59.747820] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:35:59.747880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:59.749549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:35:59.750072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:59.750502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:35:59.750909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:35:59.751536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:35:59.753506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:35:59.754829] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-23T20:35:59.754892] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=48.4718%)
[2025-12-23T20:35:59.755237] [INFO ] [main      ] Progress: 189/403 forecasts completed (46.9%). BLCN finished in 0.6s. ETA: 36.0s. Rate: 356.38 forecasts/min
[2025-12-23T20:35:59.755364] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-23T20:35:59.755407] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-23T20:35:59.757385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:35:59.758425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:59.766294] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.767398] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-23T20:35:59.767451] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-23T20:35:59.767482] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-23T20:35:59.768270] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:35:59.768340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:35:59.773126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:35:59.779044] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-23
[2025-12-23T20:35:59.845531] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.882254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:35:59.888367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:35:59.913904] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-23T20:35:59.913969] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=50.639%)
[2025-12-23T20:35:59.914333] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-23T20:35:59.914383] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-23T20:35:59.914655] [INFO ] [main      ] Progress: 190/403 forecasts completed (47.1%). BHFAO finished in 0.6s. ETA: 35.9s. Rate: 356.48 forecasts/min
[2025-12-23T20:35:59.925769] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:35:59.926658] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-23T20:35:59.926713] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-23T20:35:59.926744] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-23T20:35:59.927506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:35:59.927566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:35:59.929278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:35:59.929819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:35:59.932707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:35:59.934852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:35:59.946413] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:35:59.952820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:00.047866] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-23T20:36:00.047945] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=-2.98% (Conf=52.8901%)
[2025-12-23T20:36:00.048336] [INFO ] [main      ] Progress: 191/403 forecasts completed (47.4%). DIOD finished in 0.6s. ETA: 35.6s. Rate: 356.87 forecasts/min
[2025-12-23T20:36:00.048531] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-23T20:36:00.048608] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-23T20:36:00.062037] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:00.063618] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-23T20:36:00.063672] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-23T20:36:00.063704] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-23T20:36:00.064479] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:00.064538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:00.066215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:00.069758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:00.070983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:00.076624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:00.103085] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-23
[2025-12-23T20:36:00.237673] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-23
[2025-12-23T20:36:00.278133] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:00.323903] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-23
[2025-12-23T20:36:00.457028] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:00.486489] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-23T20:36:00.486559] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=51.7198%)
[2025-12-23T20:36:00.486759] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-23T20:36:00.486804] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-23T20:36:00.488798] [INFO ] [main      ] Progress: 192/403 forecasts completed (47.6%). MCRI finished in 0.8s. ETA: 35.8s. Rate: 353.88 forecasts/min
[2025-12-23T20:36:00.499458] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:00.500178] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-23T20:36:00.500229] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-23T20:36:00.500261] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-23T20:36:00.501073] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:00.501134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:00.502742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:00.503405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:00.504595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:00.507328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:00.527859] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-23T20:36:00.527930] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-3.39% (Conf=63.3303%)
[2025-12-23T20:36:00.528087] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-23T20:36:00.528131] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-23T20:36:00.528851] [INFO ] [main      ] Progress: 193/403 forecasts completed (47.9%). SVC finished in 0.8s. ETA: 35.5s. Rate: 355.29 forecasts/min
[2025-12-23T20:36:00.548776] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:00.551626] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-23T20:36:00.551694] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-23T20:36:00.551728] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-23T20:36:00.552728] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:00.552795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:00.559058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:00.565153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:00.569635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:00.571306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:00.581011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:00.611502] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:00.672150] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-23
[2025-12-23T20:36:00.676297] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-23T20:36:00.676372] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=50.6972%)
[2025-12-23T20:36:00.676763] [INFO ] [main      ] Progress: 194/403 forecasts completed (48.1%). BLE finished in 0.8s. ETA: 35.3s. Rate: 355.52 forecasts/min
[2025-12-23T20:36:00.676911] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-23T20:36:00.676957] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-23T20:36:00.699451] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:00.700419] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-23T20:36:00.700473] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-23T20:36:00.700504] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-23T20:36:00.701441] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:00.701500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:00.705194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:00.706283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:00.812813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:00.843418] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:00.858249] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-23
[2025-12-23T20:36:00.926053] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-23T20:36:00.926124] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=62.8078%)
[2025-12-23T20:36:00.926474] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-23T20:36:00.926527] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-23T20:36:00.927666] [INFO ] [main      ] Progress: 195/403 forecasts completed (48.4%). BHFAL finished in 0.9s. ETA: 35.2s. Rate: 354.63 forecasts/min
[2025-12-23T20:36:00.938410] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:00.939302] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-23T20:36:00.939360] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-23T20:36:00.939394] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-23T20:36:00.940221] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:00.940283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:00.945266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:00.945992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:36:00.946700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:00.950698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:01.035994] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:01.086266] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-23
[2025-12-23T20:36:01.261404] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:01.312096] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-23T20:36:01.312163] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=52.596%)
[2025-12-23T20:36:01.312319] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-23T20:36:01.312363] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-23T20:36:01.313018] [INFO ] [main      ] Progress: 196/403 forecasts completed (48.6%). MHK finished in 0.8s. ETA: 35.3s. Rate: 352.34 forecasts/min
[2025-12-23T20:36:01.314326] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-23
[2025-12-23T20:36:01.318843] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-23
[2025-12-23T20:36:01.325615] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:01.326559] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-23T20:36:01.326632] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-23T20:36:01.326664] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-23T20:36:01.327455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:01.327530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:01.330297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:01.332202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:01.381203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:01.383311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:01.384591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:01.388842] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-23T20:36:01.388911] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=36.281%)
[2025-12-23T20:36:01.389072] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-23T20:36:01.389118] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-23T20:36:01.389874] [INFO ] [main      ] Progress: 197/403 forecasts completed (48.9%). AOD finished in 0.9s. ETA: 35.0s. Rate: 353.32 forecasts/min
[2025-12-23T20:36:01.400568] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:01.401677] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-23T20:36:01.401729] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-23T20:36:01.401761] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-23T20:36:01.402543] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:01.402622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:01.403692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:01.404316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:01.405109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:01.498499] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:01.506773] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:01.569260] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-23T20:36:01.573217] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-18.75% (Conf=52.6574%)
[2025-12-23T20:36:01.573404] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-23T20:36:01.573452] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-23T20:36:01.574676] [INFO ] [main      ] Progress: 198/403 forecasts completed (49.1%). TROX finished in 0.9s. ETA: 34.8s. Rate: 353.16 forecasts/min
[2025-12-23T20:36:01.588994] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:01.590150] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-23T20:36:01.590203] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-23T20:36:01.590234] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-23T20:36:01.590623] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-23T20:36:01.590701] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-1.75% (Conf=51.1404%)
[2025-12-23T20:36:01.590885] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-23T20:36:01.590952] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-23T20:36:01.591053] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:01.591113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:01.592241] [INFO ] [main      ] Progress: 199/403 forecasts completed (49.4%). HL finished in 0.7s. ETA: 34.5s. Rate: 354.76 forecasts/min
[2025-12-23T20:36:01.593467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:01.596052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:01.604379] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:01.605619] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-23T20:36:01.605688] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-23T20:36:01.605720] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-23T20:36:01.607054] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:01.607149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:01.612727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:01.749068] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-23
[2025-12-23T20:36:01.825078] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-23
[2025-12-23T20:36:01.971323] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.018963] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.050947] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.071050] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.111969] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-23T20:36:02.112070] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=55.2883%)
[2025-12-23T20:36:02.112529] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-23T20:36:02.112606] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-23T20:36:02.112708] [INFO ] [main      ] Progress: 200/403 forecasts completed (49.6%). PLD finished in 0.8s. ETA: 34.7s. Rate: 351.11 forecasts/min
[2025-12-23T20:36:02.127178] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.128207] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-23T20:36:02.128266] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-23T20:36:02.128299] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-23T20:36:02.129297] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:02.129375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:02.132512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:02.173218] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-23T20:36:02.173314] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-5.22% (Conf=62.5283%)
[2025-12-23T20:36:02.173597] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-23T20:36:02.173665] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-23T20:36:02.176695] [INFO ] [main      ] Progress: 201/403 forecasts completed (49.9%). AEVA finished in 0.8s. ETA: 34.4s. Rate: 352.21 forecasts/min
[2025-12-23T20:36:02.191472] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.199403] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-23T20:36:02.199550] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-23T20:36:02.199623] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-23T20:36:02.201070] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:02.201149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:02.208310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:02.211138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:02.211930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:02.212407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:02.213253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:02.271045] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.339633] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.350801] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-23T20:36:02.350888] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=48.6559%)
[2025-12-23T20:36:02.351091] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-23T20:36:02.351142] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-23T20:36:02.351892] [INFO ] [main      ] Progress: 202/403 forecasts completed (50.1%). SREA finished in 0.8s. ETA: 34.2s. Rate: 352.16 forecasts/min
[2025-12-23T20:36:02.365895] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.367163] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-23T20:36:02.367256] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-23T20:36:02.367301] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-23T20:36:02.368719] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:02.368839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:02.371417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:02.372256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:02.372784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:02.373689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:02.456971] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-23T20:36:02.457069] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=8.19% (Conf=45.3251%)
[2025-12-23T20:36:02.457319] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-23T20:36:02.457384] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-23T20:36:02.457979] [INFO ] [main      ] Progress: 203/403 forecasts completed (50.4%). ERNA finished in 0.9s. ETA: 34.0s. Rate: 352.82 forecasts/min
[2025-12-23T20:36:02.474765] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.478007] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-23T20:36:02.478170] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-23T20:36:02.478218] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-23T20:36:02.479718] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:02.479804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:02.488028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:02.490355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:02.491443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:02.629600] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.715339] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.859096] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.876885] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.918174] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:02.959036] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-23T20:36:02.959108] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=55.1091%)
[2025-12-23T20:36:02.959310] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-23T20:36:02.959355] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-23T20:36:02.960671] [INFO ] [main      ] Progress: 204/403 forecasts completed (50.6%). CMCSA finished in 0.8s. ETA: 34.2s. Rate: 349.47 forecasts/min
[2025-12-23T20:36:02.972550] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.973736] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-23T20:36:02.973796] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-23T20:36:02.973829] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-23T20:36:02.974725] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:02.974787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:02.976952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:02.977531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:02.978036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:02.978481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:02.979040] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-23
[2025-12-23T20:36:02.979747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:02.981988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:02.982014] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-23T20:36:02.982080] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=16.01% (Conf=45.3159%)
[2025-12-23T20:36:02.982439] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-23T20:36:02.982491] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-23T20:36:02.983403] [INFO ] [main      ] Progress: 205/403 forecasts completed (50.9%). OPAL finished in 0.8s. ETA: 33.9s. Rate: 350.95 forecasts/min
[2025-12-23T20:36:02.994060] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:02.995231] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-23T20:36:02.995303] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-23T20:36:02.995348] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-23T20:36:02.996259] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:02.996324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:03.001511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:03.003459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:03.003995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:03.004396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.077964] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.174356] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-23T20:36:03.174429] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=54.3835%)
[2025-12-23T20:36:03.174844] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-23T20:36:03.174909] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-23T20:36:03.175663] [INFO ] [main      ] Progress: 206/403 forecasts completed (51.1%). HYMC finished in 0.8s. ETA: 33.7s. Rate: 350.74 forecasts/min
[2025-12-23T20:36:03.187461] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.189421] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-23T20:36:03.189483] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-23T20:36:03.189527] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-23T20:36:03.190504] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:03.190589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:03.192561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:03.193178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:03.193637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:03.194525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:03.195652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:03.197504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:36:03.199201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:03.200644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.211001] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.281253] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-23T20:36:03.281319] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=62.6656%)
[2025-12-23T20:36:03.281482] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-23T20:36:03.281526] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-23T20:36:03.282653] [INFO ] [main      ] Progress: 207/403 forecasts completed (51.4%). BFS finished in 0.8s. ETA: 33.5s. Rate: 351.37 forecasts/min
[2025-12-23T20:36:03.292492] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.293408] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-23T20:36:03.293467] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-23T20:36:03.293499] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-23T20:36:03.294299] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:03.294358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:03.296715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.335688] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-23
[2025-12-23T20:36:03.361388] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-23
[2025-12-23T20:36:03.504380] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.535423] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.570935] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-23T20:36:03.571004] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=55.1053%)
[2025-12-23T20:36:03.571165] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-23T20:36:03.571208] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-23T20:36:03.571962] [INFO ] [main      ] Progress: 208/403 forecasts completed (51.6%). ARCC finished in 0.6s. ETA: 33.4s. Rate: 350.21 forecasts/min
[2025-12-23T20:36:03.584163] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.585135] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-23T20:36:03.585186] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-23T20:36:03.585216] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-23T20:36:03.586020] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:03.586081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:03.586944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:03.588803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:03.589997] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-23
[2025-12-23T20:36:03.591618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:03.593561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:03.594309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.638661] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-23
[2025-12-23T20:36:03.651230] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-23T20:36:03.651298] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=56.8534%)
[2025-12-23T20:36:03.651692] [INFO ] [main      ] Progress: 209/403 forecasts completed (51.9%). PTGX finished in 0.7s. ETA: 33.2s. Rate: 351.10 forecasts/min
[2025-12-23T20:36:03.651823] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-23T20:36:03.651866] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-23T20:36:03.663376] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.664467] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-23T20:36:03.664539] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-23T20:36:03.664599] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-23T20:36:03.665459] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:03.665521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:03.667237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:03.667798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:03.668206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:03.668988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:03.671401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:03.673120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.772908] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.807857] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:03.885994] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-23T20:36:03.886066] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=3.01% (Conf=60.7726%)
[2025-12-23T20:36:03.886421] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-23T20:36:03.886478] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-23T20:36:03.887795] [INFO ] [main      ] Progress: 210/403 forecasts completed (52.1%). NEM finished in 0.7s. ETA: 33.0s. Rate: 350.47 forecasts/min
[2025-12-23T20:36:03.897526] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.898376] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-23T20:36:03.898430] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-23T20:36:03.898462] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-23T20:36:03.899301] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:03.899361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:03.904181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:03.905991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:03.906457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:03.906864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:03.909202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:03.910232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:03.918602] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-23T20:36:03.918683] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-8.93% (Conf=52.7731%)
[2025-12-23T20:36:03.919026] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-23T20:36:03.919084] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-23T20:36:03.919652] [INFO ] [main      ] Progress: 211/403 forecasts completed (52.4%). SYNA finished in 0.6s. ETA: 32.7s. Rate: 351.82 forecasts/min
[2025-12-23T20:36:03.929860] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:03.930779] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-23T20:36:03.930831] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-23T20:36:03.930862] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-23T20:36:03.931643] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:03.931702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:03.936488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:03.945110] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-23
[2025-12-23T20:36:03.975742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:03.978469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:03.996107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:04.021725] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.118590] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.194961] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.195190] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-23T20:36:04.195261] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=-2.91% (Conf=47.6917%)
[2025-12-23T20:36:04.195753] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-23T20:36:04.195806] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-23T20:36:04.196672] [INFO ] [main      ] Progress: 212/403 forecasts completed (52.6%). PEB finished in 0.6s. ETA: 32.7s. Rate: 350.79 forecasts/min
[2025-12-23T20:36:04.207457] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:04.208629] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-23T20:36:04.208684] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-23T20:36:04.208715] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-23T20:36:04.209557] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:04.209653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:04.214785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:04.216634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:04.217133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:04.217538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:04.256706] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.267455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:04.270308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:04.274429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:04.275284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:04.278220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:04.342497] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.360811] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-23T20:36:04.360880] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=7.34% (Conf=51.7231%)
[2025-12-23T20:36:04.361260] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-23T20:36:04.361321] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-23T20:36:04.361673] [INFO ] [main      ] Progress: 213/403 forecasts completed (52.9%). VRTX finished in 0.7s. ETA: 32.5s. Rate: 350.85 forecasts/min
[2025-12-23T20:36:04.375027] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:04.376223] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-23T20:36:04.376287] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-23T20:36:04.376321] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-23T20:36:04.377418] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:04.377479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:04.378248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:04.419323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:04.436537] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.516143] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.517151] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-23T20:36:04.517219] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=48.2582%)
[2025-12-23T20:36:04.517539] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-23T20:36:04.517608] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-23T20:36:04.518486] [INFO ] [main      ] Progress: 214/403 forecasts completed (53.1%). QQQI finished in 0.6s. ETA: 32.3s. Rate: 350.98 forecasts/min
[2025-12-23T20:36:04.528943] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:04.530335] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-23T20:36:04.530389] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-23T20:36:04.530421] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-23T20:36:04.531256] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:04.531317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:04.536785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:04.596167] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-23T20:36:04.596244] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=51.8734%)
[2025-12-23T20:36:04.596407] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-23T20:36:04.596453] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-23T20:36:04.597677] [INFO ] [main      ] Progress: 215/403 forecasts completed (53.3%). COYA finished in 0.7s. ETA: 32.1s. Rate: 351.86 forecasts/min
[2025-12-23T20:36:04.607676] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:04.608542] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-23T20:36:04.608619] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-23T20:36:04.608653] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-23T20:36:04.609698] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:04.609758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:04.610701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:04.637051] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.668432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:04.670166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:04.768165] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.809634] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.938789] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:04.943338] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-23T20:36:04.943407] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=54.3049%)
[2025-12-23T20:36:04.943781] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-23T20:36:04.943833] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-23T20:36:04.944677] [INFO ] [main      ] Progress: 216/403 forecasts completed (53.6%). BLTE finished in 0.7s. ETA: 32.0s. Rate: 350.19 forecasts/min
[2025-12-23T20:36:04.953447] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-23
[2025-12-23T20:36:04.957981] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:04.958907] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-23T20:36:04.958971] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-23T20:36:04.959012] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-23T20:36:04.960128] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:04.960193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:04.965548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:04.966632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:04.968014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:04.970057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:04.971926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.020940] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-23
[2025-12-23T20:36:05.021926] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-23T20:36:05.022008] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=55.1157%)
[2025-12-23T20:36:05.022385] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-23T20:36:05.022438] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-23T20:36:05.022677] [INFO ] [main      ] Progress: 217/403 forecasts completed (53.8%). MBIN finished in 0.7s. ETA: 31.8s. Rate: 351.07 forecasts/min
[2025-12-23T20:36:05.033440] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.034446] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-23T20:36:05.034499] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-23T20:36:05.034530] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-23T20:36:05.035727] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:05.035785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:05.036817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.121932] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.175085] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-23T20:36:05.175152] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=53.5245%)
[2025-12-23T20:36:05.175510] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-23T20:36:05.175562] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-23T20:36:05.176437] [INFO ] [main      ] Progress: 218/403 forecasts completed (54.1%). EGY finished in 0.6s. ETA: 31.6s. Rate: 351.23 forecasts/min
[2025-12-23T20:36:05.187223] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.188185] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-23T20:36:05.188246] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-23T20:36:05.189703] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-23T20:36:05.189866] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.190480] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:05.190545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.192235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:05.194703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:05.195106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:05.233558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:05.234291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.283979] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-23T20:36:05.284058] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=55.3015%)
[2025-12-23T20:36:05.284448] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-23T20:36:05.284507] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-23T20:36:05.284667] [INFO ] [main      ] Progress: 219/403 forecasts completed (54.3%). PTF finished in 0.8s. ETA: 31.4s. Rate: 351.82 forecasts/min
[2025-12-23T20:36:05.296695] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.297631] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-23T20:36:05.297691] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-23T20:36:05.297724] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-23T20:36:05.298599] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:05.298673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.300648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:05.301209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:05.301676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:05.304449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:05.305647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.313685] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-23
[2025-12-23T20:36:05.376824] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-23
[2025-12-23T20:36:05.491347] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.551031] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.567938] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-23T20:36:05.568006] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=7.37% (Conf=54.0059%)
[2025-12-23T20:36:05.568164] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-23T20:36:05.568208] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-23T20:36:05.569674] [INFO ] [main      ] Progress: 220/403 forecasts completed (54.6%). ONDS finished in 0.6s. ETA: 31.3s. Rate: 350.75 forecasts/min
[2025-12-23T20:36:05.572761] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-23
[2025-12-23T20:36:05.580908] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.581787] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-23T20:36:05.581840] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-23T20:36:05.581870] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-23T20:36:05.582700] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:05.582759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.584435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:05.584978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:05.585368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:05.615189] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-23T20:36:05.615256] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=47.9484%)
[2025-12-23T20:36:05.615715] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-23T20:36:05.615770] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-23T20:36:05.616644] [INFO ] [main      ] Progress: 221/403 forecasts completed (54.8%). AMPG finished in 0.6s. ETA: 31.0s. Rate: 351.90 forecasts/min
[2025-12-23T20:36:05.627377] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.628345] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-23T20:36:05.628398] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-23T20:36:05.628430] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-23T20:36:05.629260] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:05.629321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.631053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:05.631635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:05.632592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.655944] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-23
[2025-12-23T20:36:05.698892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.739677] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.794801] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-23T20:36:05.794866] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=25.7641%)
[2025-12-23T20:36:05.795026] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-23T20:36:05.795068] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-23T20:36:05.795893] [INFO ] [main      ] Progress: 222/403 forecasts completed (55.1%). IGSB finished in 0.6s. ETA: 30.9s. Rate: 351.82 forecasts/min
[2025-12-23T20:36:05.807119] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.807927] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-23T20:36:05.807994] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-23T20:36:05.808032] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-23T20:36:05.808840] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:05.808901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.810619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:05.811121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:05.811519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:05.812786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:05.823883] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:05.886532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.888046] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-23T20:36:05.888113] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=53.7471%)
[2025-12-23T20:36:05.888455] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-23T20:36:05.888515] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-23T20:36:05.888658] [INFO ] [main      ] Progress: 223/403 forecasts completed (55.3%). ABL finished in 0.6s. ETA: 30.6s. Rate: 352.54 forecasts/min
[2025-12-23T20:36:05.899405] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:05.901178] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-23T20:36:05.901232] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-23T20:36:05.901263] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-23T20:36:05.902059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:05.902119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:05.902867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:05.903927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:05.905710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:05.907345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:05.983825] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.058540] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.161385] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.224027] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-23T20:36:06.224098] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.355%)
[2025-12-23T20:36:06.224589] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-23T20:36:06.224648] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-23T20:36:06.225472] [INFO ] [main      ] Progress: 224/403 forecasts completed (55.6%). HTD finished in 0.6s. ETA: 30.6s. Rate: 351.01 forecasts/min
[2025-12-23T20:36:06.228520] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.235538] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.237931] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.238891] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-23T20:36:06.238950] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-23T20:36:06.238983] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-23T20:36:06.239857] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:06.239920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:06.241735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:06.242300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:06.242729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:06.263590] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.294384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:06.296534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:06.337111] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-23T20:36:06.337183] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=59.2726%)
[2025-12-23T20:36:06.337350] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-23T20:36:06.337395] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-23T20:36:06.337969] [INFO ] [main      ] Progress: 225/403 forecasts completed (55.8%). CF finished in 0.8s. ETA: 30.4s. Rate: 351.54 forecasts/min
[2025-12-23T20:36:06.349159] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.350144] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-23T20:36:06.350195] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-23T20:36:06.350238] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-23T20:36:06.351036] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:06.351096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:06.352807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:06.353317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:06.354027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:06.354951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:06.356617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:06.358619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:06.418891] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.439352] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.480947] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-23T20:36:06.481017] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=61.4774%)
[2025-12-23T20:36:06.481179] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-23T20:36:06.481246] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-23T20:36:06.481855] [INFO ] [main      ] Progress: 226/403 forecasts completed (56.1%). CGEN finished in 0.7s. ETA: 30.2s. Rate: 351.79 forecasts/min
[2025-12-23T20:36:06.493887] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.495006] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-23T20:36:06.495066] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-23T20:36:06.495100] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-23T20:36:06.496303] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:06.496371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:06.540352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:06.541732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:06.543706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:06.546942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:06.567681] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-23T20:36:06.567751] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-3.43% (Conf=59.4912%)
[2025-12-23T20:36:06.568068] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-23T20:36:06.568119] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-23T20:36:06.569040] [INFO ] [main      ] Progress: 227/403 forecasts completed (56.3%). DKS finished in 0.7s. ETA: 30.0s. Rate: 352.55 forecasts/min
[2025-12-23T20:36:06.580091] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.582124] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-23T20:36:06.582183] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-23T20:36:06.582215] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-23T20:36:06.583068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:06.583130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:06.588028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:06.589933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:06.590453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:06.591613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:06.593646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:06.672318] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.710449] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.844043] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.879662] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:06.932588] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.933655] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-23T20:36:06.933724] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=58.0423%)
[2025-12-23T20:36:06.933897] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-23T20:36:06.933957] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-23T20:36:06.935846] [INFO ] [main      ] Progress: 228/403 forecasts completed (56.6%). RUSHA finished in 0.7s. ETA: 29.9s. Rate: 350.77 forecasts/min
[2025-12-23T20:36:06.935878] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-23
[2025-12-23T20:36:06.945310] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.946294] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-23T20:36:06.946355] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-23T20:36:06.946388] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-23T20:36:06.947230] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:06.947294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:06.949829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:06.951599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:06.958428] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-23T20:36:06.958498] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=4.55% (Conf=54.0217%)
[2025-12-23T20:36:06.958889] [INFO ] [main      ] Progress: 229/403 forecasts completed (56.8%). SRFM finished in 0.6s. ETA: 29.7s. Rate: 352.10 forecasts/min
[2025-12-23T20:36:06.959019] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-23T20:36:06.959063] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-23T20:36:06.972647] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:06.973644] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-23T20:36:06.973698] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-23T20:36:06.973731] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-23T20:36:06.974530] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:06.974610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:06.975548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:06.999301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:07.004043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:07.019176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:07.020738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:36:07.022247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.026371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:07.027638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:07.029665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:07.032606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.105274] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.120546] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.176153] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-23T20:36:07.176221] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.6472%)
[2025-12-23T20:36:07.176600] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-23T20:36:07.176653] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-23T20:36:07.176657] [INFO ] [main      ] Progress: 230/403 forecasts completed (57.1%). LSPD finished in 0.6s. ETA: 29.5s. Rate: 351.67 forecasts/min
[2025-12-23T20:36:07.187417] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:07.188596] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-23T20:36:07.188650] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-23T20:36:07.188682] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-23T20:36:07.189509] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:07.189567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:07.194370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:07.195372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.246847] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-23T20:36:07.246929] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=62.3143%)
[2025-12-23T20:36:07.247116] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-23T20:36:07.247168] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-23T20:36:07.248234] [INFO ] [main      ] Progress: 231/403 forecasts completed (57.3%). MRVL finished in 0.8s. ETA: 29.3s. Rate: 352.56 forecasts/min
[2025-12-23T20:36:07.259797] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:07.261026] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-23T20:36:07.261083] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-23T20:36:07.261116] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-23T20:36:07.262006] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:07.262074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:07.267890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:07.270106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:07.270699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:07.271114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:07.272193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:07.273380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:07.274096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.362112] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-23
[2025-12-23T20:36:07.378569] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-23
[2025-12-23T20:36:07.534019] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.536817] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-23
[2025-12-23T20:36:07.547881] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.632151] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-23T20:36:07.632227] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=64.0327%)
[2025-12-23T20:36:07.632589] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-23T20:36:07.632647] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-23T20:36:07.632670] [INFO ] [main      ] Progress: 232/403 forecasts completed (57.6%). PRFZ finished in 0.7s. ETA: 29.3s. Rate: 350.66 forecasts/min
[2025-12-23T20:36:07.646538] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:07.647748] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-23T20:36:07.647801] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-23T20:36:07.647832] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-23T20:36:07.648655] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:07.648713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:07.653497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:07.656061] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-23
[2025-12-23T20:36:07.668933] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-23T20:36:07.669002] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=27.7051%)
[2025-12-23T20:36:07.669193] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-23T20:36:07.669258] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-23T20:36:07.670697] [INFO ] [main      ] Progress: 233/403 forecasts completed (57.8%). EVSD finished in 0.7s. ETA: 29.0s. Rate: 351.83 forecasts/min
[2025-12-23T20:36:07.680828] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:07.681972] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-23T20:36:07.682027] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-23T20:36:07.682059] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-23T20:36:07.682897] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-23T20:36:07.682967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:07.688313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:07.690240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:07.690795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:07.691250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:07.691675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:07.692440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:07.693281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:07.696023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:07.709117] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.762067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:07.763879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.812814] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-23T20:36:07.812880] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=46.1008%)
[2025-12-23T20:36:07.813215] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-23T20:36:07.813284] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-23T20:36:07.813678] [INFO ] [main      ] Progress: 234/403 forecasts completed (58.1%). ALG finished in 0.6s. ETA: 28.8s. Rate: 352.07 forecasts/min
[2025-12-23T20:36:07.815770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:07.818519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:07.823968] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:07.824847] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-23T20:36:07.824920] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-23T20:36:07.824952] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-23T20:36:07.825768] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:07.825832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:07.830648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:07.832408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:07.832916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:07.833298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:07.834170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:07.835127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:07.843546] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:07.860512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:07.861821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:07.911210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:07.912798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:07.914480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:07.915211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:07.915570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:07.916922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:07.996736] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-23T20:36:07.996807] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=63.5582%)
[2025-12-23T20:36:07.996971] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-23T20:36:07.997016] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-23T20:36:07.998671] [INFO ] [main      ] Progress: 235/403 forecasts completed (58.3%). ULTA finished in 0.7s. ETA: 28.6s. Rate: 351.95 forecasts/min
[2025-12-23T20:36:07.998879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.009386] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:08.010306] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-23T20:36:08.010374] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-23T20:36:08.010408] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-23T20:36:08.011242] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:08.011308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:08.013152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:08.013705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:08.014179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:08.018509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:08.019307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:08.020590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:08.025308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.100757] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.264670] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.275611] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:08.351526] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.361250] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-23T20:36:08.361324] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=4.10% (Conf=53.2489%)
[2025-12-23T20:36:08.361491] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-23T20:36:08.361537] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-23T20:36:08.362400] [INFO ] [main      ] Progress: 236/403 forecasts completed (58.6%). DRIO finished in 0.7s. ETA: 28.6s. Rate: 350.26 forecasts/min
[2025-12-23T20:36:08.374273] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:08.375243] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-23T20:36:08.375294] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-23T20:36:08.375332] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-23T20:36:08.376185] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:08.376247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:08.381360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:08.383974] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.384094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:08.384937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:08.387739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.429070] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:08.497046] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-23T20:36:08.497113] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-3.76% (Conf=55.0169%)
[2025-12-23T20:36:08.497440] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-23T20:36:08.497489] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-23T20:36:08.497522] [INFO ] [main      ] Progress: 237/403 forecasts completed (58.8%). VLRS finished in 0.7s. ETA: 28.4s. Rate: 350.58 forecasts/min
[2025-12-23T20:36:08.508029] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:08.509110] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-23T20:36:08.509186] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-23T20:36:08.509219] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-23T20:36:08.510032] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:08.510094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:08.514865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:08.515682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:08.518280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:08.519468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:08.520171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:08.534171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:08.534962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.539733] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:08.556450] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:08.609827] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-23T20:36:08.609899] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-23T20:36:08.610363] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-23T20:36:08.610419] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-23T20:36:08.610672] [INFO ] [main      ] Progress: 238/403 forecasts completed (59.1%). SBI finished in 0.9s. ETA: 28.2s. Rate: 351.08 forecasts/min
[2025-12-23T20:36:08.622180] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:08.623424] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-23T20:36:08.623478] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-23T20:36:08.623510] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-23T20:36:08.624371] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:08.624431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:08.629354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:08.631383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:08.631976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:08.632383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:08.633177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.642651] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-23T20:36:08.642725] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=60.8799%)
[2025-12-23T20:36:08.642890] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-23T20:36:08.642935] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-23T20:36:08.644664] [INFO ] [main      ] Progress: 239/403 forecasts completed (59.3%). PRAA finished in 0.6s. ETA: 27.9s. Rate: 352.26 forecasts/min
[2025-12-23T20:36:08.654991] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:08.656116] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-23T20:36:08.656173] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-23T20:36:08.656206] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-23T20:36:08.657087] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:08.657155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:08.740397] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.773142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:08.774244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:08.774929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:08.779007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:08.865881] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-23
[2025-12-23T20:36:08.911512] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:08.999123] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.012246] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-23T20:36:09.012312] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=58.5019%)
[2025-12-23T20:36:09.012471] [INFO ] [main      ] Fetching symbol history for OMF...
[2025-12-23T20:36:09.012514] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2025-12-23T20:36:09.013182] [INFO ] [main      ] Progress: 240/403 forecasts completed (59.6%). PEG finished in 0.7s. ETA: 27.9s. Rate: 350.56 forecasts/min
[2025-12-23T20:36:09.025000] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.026145] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2025-12-23T20:36:09.026232] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2025-12-23T20:36:09.026265] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2025-12-23T20:36:09.027084] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:09.027146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:09.031367] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.032034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.034160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:09.034648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.035080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:09.035467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:09.075284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:09.076218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:09.077468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:09.101496] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-23T20:36:09.101564] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=-11.00% (Conf=48.3267%)
[2025-12-23T20:36:09.101932] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-23T20:36:09.101983] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-23T20:36:09.102665] [INFO ] [main      ] Progress: 241/403 forecasts completed (59.8%). ABSI finished in 0.6s. ETA: 27.7s. Rate: 351.25 forecasts/min
[2025-12-23T20:36:09.113912] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.114794] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-23T20:36:09.114850] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-23T20:36:09.114882] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-23T20:36:09.115671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:09.115730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.117394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.118259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:09.123802] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.195524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:09.197555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:09.201959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:09.204885] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.273073] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-23T20:36:09.273143] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.9399%)
[2025-12-23T20:36:09.273324] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-23T20:36:09.273369] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-23T20:36:09.274666] [INFO ] [main      ] Progress: 242/403 forecasts completed (60.0%). VCSH finished in 0.7s. ETA: 27.5s. Rate: 351.24 forecasts/min
[2025-12-23T20:36:09.286683] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.287847] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-23T20:36:09.287907] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-23T20:36:09.287940] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-23T20:36:09.288837] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:09.288913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.290809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.291360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:09.291854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:09.292270] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.292522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:09.358109] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-23T20:36:09.358179] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=51.7373%)
[2025-12-23T20:36:09.358347] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-23T20:36:09.358390] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-23T20:36:09.359400] [INFO ] [main      ] Progress: 243/403 forecasts completed (60.3%). FNKO finished in 0.7s. ETA: 27.3s. Rate: 351.97 forecasts/min
[2025-12-23T20:36:09.369693] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.370946] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-23T20:36:09.371008] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-23T20:36:09.371042] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-23T20:36:09.372032] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:36:09.372112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:09.373046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:09.441125] [DEBUG] [MAG       ] OMF: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.496348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:09.498478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:09.499809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:09.501162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.502971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.503466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:09.504606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:09.506645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:09.508337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:09.537706] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.609950] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.704735] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.705402] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2025-12-23T20:36:09.705473] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=51.2296%)
[2025-12-23T20:36:09.705862] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-23T20:36:09.705916] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-23T20:36:09.706659] [INFO ] [main      ] Progress: 244/403 forecasts completed (60.5%). OMF finished in 0.7s. ETA: 27.2s. Rate: 350.48 forecasts/min
[2025-12-23T20:36:09.712001] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.718805] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.719951] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-23T20:36:09.720008] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-23T20:36:09.720041] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-23T20:36:09.720912] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:09.720975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:09.726064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.728036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:09.728558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:09.728986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:09.729915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:09.848161] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-23
[2025-12-23T20:36:09.861044] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-23T20:36:09.861116] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=54.6681%)
[2025-12-23T20:36:09.861296] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-23T20:36:09.861341] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-23T20:36:09.862643] [INFO ] [main      ] Progress: 245/403 forecasts completed (60.8%). SEZL finished in 0.8s. ETA: 27.0s. Rate: 350.61 forecasts/min
[2025-12-23T20:36:09.872376] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.873631] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-23T20:36:09.873687] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-23T20:36:09.873718] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-23T20:36:09.874657] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:09.874721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:09.879589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.881411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:09.881904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.882334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:09.882740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:09.885160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:09.903402] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:09.968117] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-23T20:36:09.968186] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=58.2656%)
[2025-12-23T20:36:09.968347] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-23T20:36:09.968390] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-23T20:36:09.969625] [INFO ] [main      ] Progress: 246/403 forecasts completed (61.0%). NFBK finished in 0.7s. ETA: 26.8s. Rate: 351.14 forecasts/min
[2025-12-23T20:36:09.980132] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:09.981283] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-23T20:36:09.981343] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-23T20:36:09.981376] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-23T20:36:09.982400] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:09.982476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:09.987404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:09.989420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:09.989988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:09.994314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:09.995213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.017413] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.030741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:10.032454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:10.034591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:10.035915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:36:10.036615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.079190] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-23
[2025-12-23T20:36:10.096992] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-23T20:36:10.097061] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=56.0922%)
[2025-12-23T20:36:10.097228] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-23T20:36:10.097274] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-23T20:36:10.098016] [INFO ] [main      ] Progress: 247/403 forecasts completed (61.3%). HOMB finished in 0.7s. ETA: 26.6s. Rate: 351.50 forecasts/min
[2025-12-23T20:36:10.110946] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.111886] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-23T20:36:10.111940] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-23T20:36:10.111971] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-23T20:36:10.112865] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:10.112929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:10.118047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:10.119089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:10.121965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:10.124064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:10.125245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.256135] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.337452] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-23
[2025-12-23T20:36:10.347925] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-23T20:36:10.347995] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=43.6884%)
[2025-12-23T20:36:10.348357] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-23T20:36:10.348414] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-23T20:36:10.348670] [INFO ] [main      ] Progress: 248/403 forecasts completed (61.5%). NAAS finished in 0.6s. ETA: 26.5s. Rate: 350.84 forecasts/min
[2025-12-23T20:36:10.360901] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.361865] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-23T20:36:10.361919] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-23T20:36:10.361950] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-23T20:36:10.362772] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:10.362831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:10.367845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:10.368594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.406588] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-23
[2025-12-23T20:36:10.497870] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-23
[2025-12-23T20:36:10.505823] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.573456] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-23T20:36:10.573521] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=60.5229%)
[2025-12-23T20:36:10.573919] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-23T20:36:10.573972] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-23T20:36:10.575668] [INFO ] [main      ] Progress: 249/403 forecasts completed (61.8%). LCNB finished in 0.7s. ETA: 26.4s. Rate: 350.38 forecasts/min
[2025-12-23T20:36:10.578401] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.584883] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.585795] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-23T20:36:10.585852] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-23T20:36:10.585883] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-23T20:36:10.586679] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:10.586741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:10.591750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:10.593545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:10.594053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:10.594455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:10.596866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:10.647504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:10.648410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:10.649463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.666655] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-23T20:36:10.666725] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=5.97% (Conf=58.8046%)
[2025-12-23T20:36:10.666892] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-23T20:36:10.666935] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-23T20:36:10.667961] [INFO ] [main      ] Progress: 250/403 forecasts completed (62.0%). ATOM finished in 0.7s. ETA: 26.2s. Rate: 351.02 forecasts/min
[2025-12-23T20:36:10.676515] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.678623] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.679598] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-23T20:36:10.679664] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-23T20:36:10.679697] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-23T20:36:10.680738] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:10.680823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:10.682732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:10.683337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:10.683833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:10.710509] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-23
[2025-12-23T20:36:10.736364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:10.738001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:10.739009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.751807] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-23T20:36:10.751880] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=52.4144%)
[2025-12-23T20:36:10.752039] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-23T20:36:10.752083] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-23T20:36:10.753267] [INFO ] [main      ] Progress: 251/403 forecasts completed (62.3%). MCI finished in 0.7s. ETA: 25.9s. Rate: 351.72 forecasts/min
[2025-12-23T20:36:10.763611] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.764723] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-23T20:36:10.764785] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-23T20:36:10.764817] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-23T20:36:10.765761] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:10.765827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:10.771200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:10.772281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:10.773626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:36:10.775118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.881474] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:10.959807] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-23T20:36:10.959879] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=65.8947%)
[2025-12-23T20:36:10.960047] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-23T20:36:10.960091] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-23T20:36:10.961380] [INFO ] [main      ] Progress: 252/403 forecasts completed (62.5%). WBX finished in 0.6s. ETA: 25.8s. Rate: 351.42 forecasts/min
[2025-12-23T20:36:10.972788] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:10.973658] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-23T20:36:10.973711] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-23T20:36:10.973743] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-23T20:36:10.974569] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:10.974657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:10.976375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:10.976945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:10.978051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:10.982435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:10.983500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:36:10.984224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:10.984953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:10.986122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:10.988156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:10.993291] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.086856] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.112884] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.162378] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.232215] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-23T20:36:11.232295] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=51.1181%)
[2025-12-23T20:36:11.232676] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-23T20:36:11.232731] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-23T20:36:11.233656] [INFO ] [main      ] Progress: 253/403 forecasts completed (62.8%). QYLG finished in 0.7s. ETA: 25.7s. Rate: 350.59 forecasts/min
[2025-12-23T20:36:11.244821] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:11.245815] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-23T20:36:11.245867] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-23T20:36:11.245897] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-23T20:36:11.246689] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:11.246750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:11.251604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:11.252418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:11.253568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:11.257665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:11.258428] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.258797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:11.285018] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.323857] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-23T20:36:11.324289] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-4.65% (Conf=50.1663%)
[2025-12-23T20:36:11.324655] [INFO ] [main      ] Progress: 254/403 forecasts completed (63.0%). NABL finished in 0.7s. ETA: 25.5s. Rate: 351.24 forecasts/min
[2025-12-23T20:36:11.324832] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-23T20:36:11.324879] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-23T20:36:11.329292] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.336190] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:11.337309] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-23T20:36:11.337360] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-23T20:36:11.337391] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-23T20:36:11.338230] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:11.338292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:11.341739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:11.422508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:11.424100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:36:11.424827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:11.427668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:11.486514] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-23T20:36:11.486604] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=12.40% (Conf=29.7596%)
[2025-12-23T20:36:11.486795] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-23T20:36:11.487338] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-23T20:36:11.488020] [INFO ] [main      ] Progress: 255/403 forecasts completed (63.3%). CNSP finished in 0.7s. ETA: 25.3s. Rate: 351.30 forecasts/min
[2025-12-23T20:36:11.501305] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:11.502265] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-23T20:36:11.502338] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-23T20:36:11.502374] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-23T20:36:11.503491] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:11.503590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:11.504100] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.505730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:11.506286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:11.508885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:11.509955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:11.514294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:11.515747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:11.517435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:36:11.523594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:11.565801] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-23T20:36:11.565865] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=44.8688%)
[2025-12-23T20:36:11.566024] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-23T20:36:11.566068] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-23T20:36:11.566873] [INFO ] [main      ] Progress: 256/403 forecasts completed (63.5%). SHY finished in 0.6s. ETA: 25.1s. Rate: 352.04 forecasts/min
[2025-12-23T20:36:11.578795] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:11.579941] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-23T20:36:11.579995] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-23T20:36:11.580027] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-23T20:36:11.580853] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:11.580916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:11.585850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:11.588410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:11.605892] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.703029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:11.718751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:11.720263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:11.770246] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.775400] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.868039] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-23T20:36:11.868117] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=56.6925%)
[2025-12-23T20:36:11.868278] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-23T20:36:11.868323] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-23T20:36:11.869807] [INFO ] [main      ] Progress: 257/403 forecasts completed (63.8%). BOH finished in 0.6s. ETA: 25.0s. Rate: 350.98 forecasts/min
[2025-12-23T20:36:11.878118] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-23
[2025-12-23T20:36:11.879486] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:11.880557] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-23T20:36:11.880657] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-23T20:36:11.880704] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-23T20:36:11.881515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:11.881594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:11.883274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:11.883796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:11.884259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:11.940930] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:11.994989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:11.996476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:11.999846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.013651] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-23T20:36:12.013729] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=7.27% (Conf=59.5977%)
[2025-12-23T20:36:12.013888] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-23T20:36:12.013931] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-23T20:36:12.015339] [INFO ] [main      ] Progress: 258/403 forecasts completed (64.0%). VEEE finished in 0.7s. ETA: 24.8s. Rate: 351.18 forecasts/min
[2025-12-23T20:36:12.025149] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.026226] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-23T20:36:12.026278] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-23T20:36:12.026309] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-23T20:36:12.027118] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-23T20:36:12.027181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:12.032000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:12.033848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:12.034334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:12.034735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:12.036321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:12.057328] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:12.064899] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.075104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:12.076606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:12.077258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:12.080321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:12.081915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.123447] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-23T20:36:12.123514] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=62.6217%)
[2025-12-23T20:36:12.123692] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-23T20:36:12.123741] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-23T20:36:12.124884] [INFO ] [main      ] Progress: 259/403 forecasts completed (64.3%). UMC finished in 0.6s. ETA: 24.6s. Rate: 351.67 forecasts/min
[2025-12-23T20:36:12.134724] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.135612] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-23T20:36:12.135665] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-23T20:36:12.135706] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-23T20:36:12.136489] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:12.136549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:12.141494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:12.143485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:12.144009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:12.144411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.231611] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:12.346663] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.419997] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.460274] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-23T20:36:12.460343] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=60.2298%)
[2025-12-23T20:36:12.460502] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-23T20:36:12.460548] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-23T20:36:12.461780] [INFO ] [main      ] Progress: 260/403 forecasts completed (64.5%). TXRH finished in 0.9s. ETA: 24.5s. Rate: 350.36 forecasts/min
[2025-12-23T20:36:12.473154] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.474350] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-23T20:36:12.474413] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-23T20:36:12.474445] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-23T20:36:12.475286] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:12.475347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:12.480333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:12.482955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:12.513658] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:12.523608] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.562009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:12.564057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.589346] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:12.604080] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-23T20:36:12.604148] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=54.0703%)
[2025-12-23T20:36:12.604487] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-23T20:36:12.604538] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-23T20:36:12.605656] [INFO ] [main      ] Progress: 261/403 forecasts completed (64.8%). PPH finished in 0.7s. ETA: 24.3s. Rate: 350.57 forecasts/min
[2025-12-23T20:36:12.615035] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.616091] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-23T20:36:12.616142] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-23T20:36:12.616173] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-23T20:36:12.616976] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:12.617036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:12.617918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:12.618667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:36:12.619429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:12.621055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.659739] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-23T20:36:12.659819] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=49.3732%)
[2025-12-23T20:36:12.659987] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-23T20:36:12.660030] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-23T20:36:12.661659] [INFO ] [main      ] Progress: 262/403 forecasts completed (65.0%). REFI finished in 0.6s. ETA: 24.1s. Rate: 351.47 forecasts/min
[2025-12-23T20:36:12.671887] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.672875] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-23T20:36:12.672929] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-23T20:36:12.672959] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-23T20:36:12.673862] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:12.673926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:12.675672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:12.676202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:12.676628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:12.677377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:12.678102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:12.680903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:12.685304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:36:12.686772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:12.709724] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:12.900133] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.908441] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-23T20:36:12.908509] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-25.04% (Conf=34.7569%)
[2025-12-23T20:36:12.908866] [INFO ] [main      ] Fetching symbol history for NVTS...
[2025-12-23T20:36:12.908918] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2025-12-23T20:36:12.909657] [INFO ] [main      ] Progress: 263/403 forecasts completed (65.3%). FLYE finished in 0.8s. ETA: 23.9s. Rate: 350.87 forecasts/min
[2025-12-23T20:36:12.921252] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:12.922522] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2025-12-23T20:36:12.922617] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2025-12-23T20:36:12.922667] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2025-12-23T20:36:12.923689] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:12.923760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:12.929605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:12.932330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:12.955997] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-23
[2025-12-23T20:36:12.978390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:12.983217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.037513] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-23
[2025-12-23T20:36:13.069411] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.130046] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.188375] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-23T20:36:13.188439] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=55.6969%)
[2025-12-23T20:36:13.188616] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-23T20:36:13.188661] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-23T20:36:13.189377] [INFO ] [main      ] Progress: 264/403 forecasts completed (65.5%). EOG finished in 0.7s. ETA: 23.8s. Rate: 350.03 forecasts/min
[2025-12-23T20:36:13.200797] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.201962] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-23T20:36:13.202017] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-23T20:36:13.202048] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-23T20:36:13.202876] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:13.202936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:13.204187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:13.204891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.214412] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.245161] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-23T20:36:13.245232] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-4.21% (Conf=49.6509%)
[2025-12-23T20:36:13.245614] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-23T20:36:13.245667] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-23T20:36:13.245655] [INFO ] [main      ] Progress: 265/403 forecasts completed (65.8%). VAC finished in 0.6s. ETA: 23.6s. Rate: 350.92 forecasts/min
[2025-12-23T20:36:13.256364] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.257244] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-23T20:36:13.257295] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-23T20:36:13.257327] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-23T20:36:13.258164] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:13.258226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:13.263354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:13.264541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:13.266308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:13.267408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:13.268562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.305189] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-23T20:36:13.305279] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=56.8894%)
[2025-12-23T20:36:13.305478] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-23T20:36:13.305533] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-23T20:36:13.306658] [INFO ] [main      ] Progress: 266/403 forecasts completed (66.0%). BANX finished in 0.6s. ETA: 23.4s. Rate: 351.77 forecasts/min
[2025-12-23T20:36:13.317643] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.318665] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-23T20:36:13.318721] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-23T20:36:13.318763] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-23T20:36:13.319701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:13.319767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:13.320505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:13.324936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:13.327539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.343453] [DEBUG] [MAG       ] NVTS: Last date is validated at 2025-12-23
[2025-12-23T20:36:13.515014] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.544182] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-23
[2025-12-23T20:36:13.602407] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2025-12-23T20:36:13.602479] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=-9.11% (Conf=53.5025%)
[2025-12-23T20:36:13.602681] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-23T20:36:13.602734] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-23T20:36:13.604281] [INFO ] [main      ] Progress: 267/403 forecasts completed (66.3%). NVTS finished in 0.7s. ETA: 23.3s. Rate: 350.79 forecasts/min
[2025-12-23T20:36:13.610724] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-23
[2025-12-23T20:36:13.614680] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.615720] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-23T20:36:13.615782] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-23T20:36:13.615816] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-23T20:36:13.616780] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:13.617041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:13.622593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:13.624496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:13.625014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:13.626712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.673308] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-23
[2025-12-23T20:36:13.721514] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.788429] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.814132] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-23T20:36:13.814195] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=55.1071%)
[2025-12-23T20:36:13.814352] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-23T20:36:13.814395] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-23T20:36:13.815662] [INFO ] [main      ] Progress: 268/403 forecasts completed (66.5%). PFGC finished in 0.6s. ETA: 23.1s. Rate: 350.48 forecasts/min
[2025-12-23T20:36:13.826074] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.827887] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-23T20:36:13.827940] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-23T20:36:13.827971] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-23T20:36:13.828775] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:13.828847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:13.830560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:13.831095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:13.831504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:13.843558] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:13.880937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:13.884046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.919204] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-23T20:36:13.919283] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=59.9373%)
[2025-12-23T20:36:13.919450] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-23T20:36:13.919492] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-23T20:36:13.919956] [INFO ] [main      ] Progress: 269/403 forecasts completed (66.7%). TRMK finished in 0.6s. ETA: 22.9s. Rate: 350.99 forecasts/min
[2025-12-23T20:36:13.930537] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:13.931915] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-23T20:36:13.931967] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-23T20:36:13.931997] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-23T20:36:13.932799] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:13.932856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:13.934523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:13.935057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:13.935490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:13.971870] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.072445] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-23T20:36:14.072515] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-2.29% (Conf=47.7651%)
[2025-12-23T20:36:14.072901] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-23T20:36:14.072953] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-23T20:36:14.073631] [INFO ] [main      ] Progress: 270/403 forecasts completed (67.0%). LNZA finished in 0.8s. ETA: 22.7s. Rate: 351.12 forecasts/min
[2025-12-23T20:36:14.085244] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.086633] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-23T20:36:14.086685] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-23T20:36:14.086716] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-23T20:36:14.087486] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:14.087546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:14.092321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:14.094085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:14.094549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:14.094949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:14.095889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.143180] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:14.234096] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.276799] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.291459] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-23T20:36:14.291529] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=7.28% (Conf=51.4083%)
[2025-12-23T20:36:14.291713] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-23T20:36:14.291759] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-23T20:36:14.292889] [INFO ] [main      ] Progress: 271/403 forecasts completed (67.2%). SQQQ finished in 0.7s. ETA: 22.6s. Rate: 350.75 forecasts/min
[2025-12-23T20:36:14.303361] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.304262] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-23T20:36:14.304312] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-23T20:36:14.304342] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-23T20:36:14.305184] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:14.305242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:14.306108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.403004] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:14.442478] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.447355] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:14.473101] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-23T20:36:14.473167] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=62.5386%)
[2025-12-23T20:36:14.473332] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-23T20:36:14.473375] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-23T20:36:14.474657] [INFO ] [main      ] Progress: 272/403 forecasts completed (67.5%). MODG finished in 0.7s. ETA: 22.4s. Rate: 350.67 forecasts/min
[2025-12-23T20:36:14.486728] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.487625] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-23T20:36:14.487681] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-23T20:36:14.487713] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-23T20:36:14.488477] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:14.488535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:14.490228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:14.490744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:14.491125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:14.492430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:14.493137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.510400] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-23T20:36:14.510473] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=58.4762%)
[2025-12-23T20:36:14.510849] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-23T20:36:14.510902] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-23T20:36:14.511657] [INFO ] [main      ] Progress: 273/403 forecasts completed (67.7%). INDI finished in 0.6s. ETA: 22.2s. Rate: 351.68 forecasts/min
[2025-12-23T20:36:14.522215] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.523192] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-23T20:36:14.523244] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-23T20:36:14.523275] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-23T20:36:14.524096] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:14.524157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:14.529174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:14.531085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:14.531606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:14.532005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:14.580369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.618087] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:14.649107] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.675392] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-23T20:36:14.675458] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=57.5687%)
[2025-12-23T20:36:14.675830] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-23T20:36:14.675882] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-23T20:36:14.676710] [INFO ] [main      ] Progress: 274/403 forecasts completed (68.0%). PDBC finished in 0.6s. ETA: 22.0s. Rate: 351.73 forecasts/min
[2025-12-23T20:36:14.685916] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.687565] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-23T20:36:14.687688] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-23T20:36:14.687725] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-23T20:36:14.688496] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-23T20:36:14.688562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:14.693469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:14.695297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:14.695794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:14.696176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:14.713564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:14.714625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:14.715094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:14.716717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:14.717763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:36:14.718433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:14.719885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:14.721037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:14.723221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.818198] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:14.830757] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.898789] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-23T20:36:14.898858] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=44.6077%)
[2025-12-23T20:36:14.899015] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-23T20:36:14.899058] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-23T20:36:14.900666] [INFO ] [main      ] Progress: 275/403 forecasts completed (68.2%). GFI finished in 0.6s. ETA: 21.9s. Rate: 351.33 forecasts/min
[2025-12-23T20:36:14.911480] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:14.912477] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-23T20:36:14.912533] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-23T20:36:14.912565] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-23T20:36:14.913548] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:14.913646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:14.918933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:14.920988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:14.921158] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-23
[2025-12-23T20:36:14.921525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:14.921953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:14.996890] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.059981] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-23T20:36:15.060049] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-2.46% (Conf=67.1164%)
[2025-12-23T20:36:15.060412] [INFO ] [main      ] Progress: 276/403 forecasts completed (68.5%). PAYO finished in 0.6s. ETA: 21.7s. Rate: 351.41 forecasts/min
[2025-12-23T20:36:15.060541] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-23T20:36:15.060603] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-23T20:36:15.061314] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.075413] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.076644] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-23T20:36:15.076697] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-23T20:36:15.076728] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-23T20:36:15.077504] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:15.077562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:15.082336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:15.097457] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.164218] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-23T20:36:15.164286] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=48.7343%)
[2025-12-23T20:36:15.164478] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-23T20:36:15.164534] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-23T20:36:15.164912] [INFO ] [main      ] Progress: 277/403 forecasts completed (68.7%). OPAD finished in 0.7s. ETA: 21.5s. Rate: 351.90 forecasts/min
[2025-12-23T20:36:15.175894] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.177057] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-23T20:36:15.177110] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-23T20:36:15.177142] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-23T20:36:15.177994] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:15.178058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:15.183052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:15.184882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:15.185364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:15.185779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:15.187366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:15.226414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:15.232430] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.259989] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.276549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:15.277489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:15.279903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:15.369664] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-23T20:36:15.369740] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-12-23T20:36:15.370112] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-23T20:36:15.370171] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-23T20:36:15.370661] [INFO ] [main      ] Progress: 278/403 forecasts completed (69.0%). SWZ finished in 0.7s. ETA: 21.3s. Rate: 351.64 forecasts/min
[2025-12-23T20:36:15.381766] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.383029] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-23T20:36:15.383096] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-23T20:36:15.383127] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-23T20:36:15.384192] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:15.384270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:15.385257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:15.424673] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.428102] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.498609] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-23T20:36:15.498680] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-3.50% (Conf=64.626%)
[2025-12-23T20:36:15.498843] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-23T20:36:15.498886] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-23T20:36:15.500867] [INFO ] [main      ] Progress: 279/403 forecasts completed (69.2%). VTS finished in 0.6s. ETA: 21.1s. Rate: 351.94 forecasts/min
[2025-12-23T20:36:15.501187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:15.502099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:15.503226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:15.510229] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.511261] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-23T20:36:15.511311] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-23T20:36:15.511341] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-23T20:36:15.512146] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:15.512206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:15.515044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:15.516100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:15.518715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:15.520320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:15.590554] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.628520] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.649644] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-23T20:36:15.649712] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=54.7863%)
[2025-12-23T20:36:15.650057] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-12-23T20:36:15.650107] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-12-23T20:36:15.650660] [INFO ] [main      ] Progress: 280/403 forecasts completed (69.5%). PSTL finished in 0.6s. ETA: 21.0s. Rate: 352.09 forecasts/min
[2025-12-23T20:36:15.661441] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.662341] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-12-23T20:36:15.662392] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-12-23T20:36:15.662423] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-12-23T20:36:15.663234] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:15.663295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:15.668108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:15.669903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:15.670395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:15.670799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:15.802553] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:15.842875] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.853697] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-23
[2025-12-23T20:36:15.879673] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-23T20:36:15.879750] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-5.00% (Conf=57.6051%)
[2025-12-23T20:36:15.879915] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-23T20:36:15.879958] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-23T20:36:15.881665] [INFO ] [main      ] Progress: 281/403 forecasts completed (69.7%). SSYS finished in 0.7s. ETA: 20.8s. Rate: 351.65 forecasts/min
[2025-12-23T20:36:15.890840] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:15.892388] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-23T20:36:15.892440] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-23T20:36:15.892471] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-23T20:36:15.893257] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:15.893319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:15.898124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:15.899926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:15.900403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:15.900868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:15.901258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:15.902024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:15.902734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.004681] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-12-23
[2025-12-23T20:36:16.013351] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.021590] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.079304] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-23T20:36:16.079371] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=60.56%)
[2025-12-23T20:36:16.079535] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-23T20:36:16.079593] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-23T20:36:16.080244] [INFO ] [main      ] Progress: 282/403 forecasts completed (70.0%). WTI finished in 0.6s. ETA: 20.7s. Rate: 351.44 forecasts/min
[2025-12-23T20:36:16.084370] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-23T20:36:16.084463] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=59.2048%)
[2025-12-23T20:36:16.084893] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-23T20:36:16.084948] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-23T20:36:16.085125] [INFO ] [main      ] Progress: 283/403 forecasts completed (70.2%). DEI finished in 0.7s. ETA: 20.4s. Rate: 352.65 forecasts/min
[2025-12-23T20:36:16.091127] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.092043] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-23T20:36:16.092093] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-23T20:36:16.092125] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-23T20:36:16.092930] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:16.092990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:16.094660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:16.095159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:16.095616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:16.096006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:16.096056] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.096852] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-23T20:36:16.096906] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-23T20:36:16.096937] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-23T20:36:16.097780] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:16.097840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:16.103010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:16.103906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.172030] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.206912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:16.208159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:36:16.209980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.254128] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-23
[2025-12-23T20:36:16.268849] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-12-23T20:36:16.268915] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=54.5505%)
[2025-12-23T20:36:16.269079] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-23T20:36:16.269121] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-23T20:36:16.270679] [INFO ] [main      ] Progress: 284/403 forecasts completed (70.5%). EMN finished in 0.6s. ETA: 20.3s. Rate: 352.54 forecasts/min
[2025-12-23T20:36:16.281251] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.282418] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-23T20:36:16.282468] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-23T20:36:16.282499] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-23T20:36:16.283493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:16.283556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:16.288319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:16.290114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:16.290612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:16.291046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:16.291439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:16.293743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.431130] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.458523] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-23
[2025-12-23T20:36:16.545257] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-23
[2025-12-23T20:36:16.559792] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-23T20:36:16.559866] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=31.6877%)
[2025-12-23T20:36:16.560025] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-23T20:36:16.560068] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-23T20:36:16.562665] [INFO ] [main      ] Progress: 285/403 forecasts completed (70.7%). MRUS finished in 0.7s. ETA: 20.1s. Rate: 351.66 forecasts/min
[2025-12-23T20:36:16.575200] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.576273] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-23T20:36:16.576323] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-23T20:36:16.576355] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-23T20:36:16.577163] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:16.577234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:16.582176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:16.628200] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.630175] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-23
[2025-12-23T20:36:16.698613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:16.699844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.713427] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.751934] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-23T20:36:16.752003] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.37% (Conf=41.4009%)
[2025-12-23T20:36:16.752392] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-23T20:36:16.752445] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-23T20:36:16.752686] [INFO ] [main      ] Progress: 286/403 forecasts completed (71.0%). MOD finished in 0.7s. ETA: 20.0s. Rate: 351.52 forecasts/min
[2025-12-23T20:36:16.763502] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.764659] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-23T20:36:16.764717] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-23T20:36:16.764748] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-23T20:36:16.765552] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:16.765629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:16.770824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:16.772231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.796077] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:16.817763] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-23T20:36:16.817834] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=50.2566%)
[2025-12-23T20:36:16.817995] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-23T20:36:16.818039] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-23T20:36:16.819662] [INFO ] [main      ] Progress: 287/403 forecasts completed (71.2%). ZBH finished in 0.7s. ETA: 19.8s. Rate: 352.26 forecasts/min
[2025-12-23T20:36:16.830160] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.830999] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-23T20:36:16.831052] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-23T20:36:16.831084] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-23T20:36:16.831913] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:16.831976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:16.832766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:16.833655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:16.883647] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-23T20:36:16.883714] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=51.7627%)
[2025-12-23T20:36:16.884068] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-23T20:36:16.884117] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-23T20:36:16.884637] [INFO ] [main      ] Progress: 288/403 forecasts completed (71.5%). NAMS finished in 0.6s. ETA: 19.5s. Rate: 353.02 forecasts/min
[2025-12-23T20:36:16.896278] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:16.897196] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-23T20:36:16.897251] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-23T20:36:16.897282] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-23T20:36:16.898096] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:16.898155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:16.899102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:16.899941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:16.900947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:16.902957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:16.949918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:16.952157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:17.051826] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.110469] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.219061] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.239362] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.277204] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.287925] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.347505] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-23T20:36:17.347590] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=50.0943%)
[2025-12-23T20:36:17.347974] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-23T20:36:17.348028] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-23T20:36:17.348051] [INFO ] [main      ] Progress: 289/403 forecasts completed (71.7%). RCI finished in 0.6s. ETA: 19.5s. Rate: 350.92 forecasts/min
[2025-12-23T20:36:17.358831] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:17.359922] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-23T20:36:17.359974] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-23T20:36:17.360006] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-23T20:36:17.360307] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-23T20:36:17.360370] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=51.6204%)
[2025-12-23T20:36:17.360550] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-23T20:36:17.360611] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-23T20:36:17.361104] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:17.361169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:17.361280] [INFO ] [main      ] Progress: 290/403 forecasts completed (72.0%). MSTX finished in 0.8s. ETA: 19.3s. Rate: 352.04 forecasts/min
[2025-12-23T20:36:17.366751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:17.372168] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:17.372912] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-23T20:36:17.372962] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-23T20:36:17.372994] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-23T20:36:17.373799] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:17.373860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:17.375518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:17.376061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:17.376496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:17.376907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:17.378535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:17.380520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:17.381906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:17.405743] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.406924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:17.407863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:17.408525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:17.410472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:17.412494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:17.413261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:17.454044] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.524967] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-23T20:36:17.525033] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=61.672%)
[2025-12-23T20:36:17.525194] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-23T20:36:17.525235] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-23T20:36:17.526141] [INFO ] [main      ] Progress: 291/403 forecasts completed (72.2%). PSN finished in 0.6s. ETA: 19.1s. Rate: 352.08 forecasts/min
[2025-12-23T20:36:17.537105] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:17.538159] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-23T20:36:17.538210] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-23T20:36:17.538241] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-23T20:36:17.539042] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:17.539103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:17.543903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:17.545680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:17.546144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:17.546591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:17.546980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:17.548160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:17.548799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:17.601207] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-23T20:36:17.601285] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=58.3778%)
[2025-12-23T20:36:17.601448] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-23T20:36:17.601490] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-23T20:36:17.602690] [INFO ] [main      ] Progress: 292/403 forecasts completed (72.5%). ZS finished in 0.8s. ETA: 18.9s. Rate: 352.75 forecasts/min
[2025-12-23T20:36:17.612679] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:17.613621] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-23T20:36:17.613678] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-23T20:36:17.613709] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-23T20:36:17.614516] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:17.614596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:17.620011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:17.621843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:17.622319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:17.623466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:17.625419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:17.721295] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.761184] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.882789] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-23
[2025-12-23T20:36:17.889018] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.938686] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:17.966237] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-23T20:36:17.966307] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=2.03% (Conf=55.49%)
[2025-12-23T20:36:17.966470] [INFO ] [main      ] Fetching symbol history for SBRA...
[2025-12-23T20:36:17.966515] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2025-12-23T20:36:17.967662] [INFO ] [main      ] Progress: 293/403 forecasts completed (72.7%). AMPX finished in 0.6s. ETA: 18.8s. Rate: 351.38 forecasts/min
[2025-12-23T20:36:17.978507] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:17.979511] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2025-12-23T20:36:17.979601] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2025-12-23T20:36:17.979637] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2025-12-23T20:36:17.980690] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:17.980754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:17.982534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:17.983102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:17.983897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.023883] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.027517] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-23T20:36:18.027604] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=38.7013%)
[2025-12-23T20:36:18.027949] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-23T20:36:18.028000] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-23T20:36:18.028657] [INFO ] [main      ] Progress: 294/403 forecasts completed (73.0%). SNN finished in 0.7s. ETA: 18.6s. Rate: 352.15 forecasts/min
[2025-12-23T20:36:18.040110] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.041093] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-23T20:36:18.041146] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-23T20:36:18.041176] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-23T20:36:18.041987] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-23T20:36:18.042051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:18.047166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.049025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:18.049536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:18.050019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:18.050559] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.154099] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-23T20:36:18.154182] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=59.3173%)
[2025-12-23T20:36:18.154611] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-23T20:36:18.154664] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-23T20:36:18.154677] [INFO ] [main      ] Progress: 295/403 forecasts completed (73.2%). NNI finished in 0.6s. ETA: 18.4s. Rate: 352.46 forecasts/min
[2025-12-23T20:36:18.166937] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.167990] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-23T20:36:18.168041] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-23T20:36:18.168072] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-23T20:36:18.168895] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:18.168990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:18.173532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:18.174125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:18.175375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.175751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:18.176795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:18.177444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:18.178159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:18.196498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:18.198289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.207054] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.288845] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-23T20:36:18.288917] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-9.04% (Conf=64.7936%)
[2025-12-23T20:36:18.289094] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-23T20:36:18.289164] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-23T20:36:18.290043] [INFO ] [main      ] Progress: 296/403 forecasts completed (73.4%). MEI finished in 0.7s. ETA: 18.2s. Rate: 352.70 forecasts/min
[2025-12-23T20:36:18.304304] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.305098] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-23T20:36:18.305175] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-23T20:36:18.305210] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-23T20:36:18.306061] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:18.306124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.307965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:18.308489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:18.308911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:18.309805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.334732] [DEBUG] [MAG       ] SBRA: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.511054] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.529335] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.549164] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.572079] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2025-12-23T20:36:18.572145] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=46.5768%)
[2025-12-23T20:36:18.572491] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-23T20:36:18.572543] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-23T20:36:18.572667] [INFO ] [main      ] Progress: 297/403 forecasts completed (73.7%). SBRA finished in 0.6s. ETA: 18.1s. Rate: 351.92 forecasts/min
[2025-12-23T20:36:18.584440] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.585326] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-23T20:36:18.585387] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-23T20:36:18.585418] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-23T20:36:18.586214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:18.586276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:18.591090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.592886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:18.593378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:18.593833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.668880] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.698066] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.721338] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.822661] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-23T20:36:18.822728] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=50.4893%)
[2025-12-23T20:36:18.823155] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-23T20:36:18.823206] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-23T20:36:18.823206] [INFO ] [main      ] Progress: 298/403 forecasts completed (73.9%). BNTX finished in 0.7s. ETA: 17.9s. Rate: 351.36 forecasts/min
[2025-12-23T20:36:18.835689] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.836893] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-23T20:36:18.836968] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-23T20:36:18.837009] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-23T20:36:18.837827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:18.837903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.839634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:18.840145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:18.840919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:18.843490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.847874] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:18.853793] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-23T20:36:18.853863] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=3.85% (Conf=55.6602%)
[2025-12-23T20:36:18.854030] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-23T20:36:18.854076] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-23T20:36:18.854978] [INFO ] [main      ] Progress: 299/403 forecasts completed (74.2%). NVDL finished in 0.8s. ETA: 17.7s. Rate: 352.32 forecasts/min
[2025-12-23T20:36:18.865837] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.866852] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-23T20:36:18.866906] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-23T20:36:18.866938] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-23T20:36:18.867787] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:18.867848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.869633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:18.870151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:18.873160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:18.937524] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-23
[2025-12-23T20:36:18.946167] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-23T20:36:18.946238] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=-4.67% (Conf=58.5696%)
[2025-12-23T20:36:18.946626] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-23T20:36:18.946679] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-23T20:36:18.946666] [INFO ] [main      ] Progress: 300/403 forecasts completed (74.4%). FBIN finished in 0.7s. ETA: 17.5s. Rate: 352.87 forecasts/min
[2025-12-23T20:36:18.957982] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:18.959177] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-23T20:36:18.959233] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-23T20:36:18.959265] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-23T20:36:18.960145] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:18.960211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:18.965264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:18.967290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:18.967834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:18.968295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:18.968722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:18.971255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:18.972551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:18.975418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:18.976904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.103471] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:19.183140] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-23
[2025-12-23T20:36:19.218213] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-23
[2025-12-23T20:36:19.226360] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-23T20:36:19.226426] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=48.3497%)
[2025-12-23T20:36:19.226598] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-23T20:36:19.226643] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-23T20:36:19.227708] [INFO ] [main      ] Progress: 301/403 forecasts completed (74.7%). PLPC finished in 0.7s. ETA: 17.4s. Rate: 352.10 forecasts/min
[2025-12-23T20:36:19.238667] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:19.239643] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-23T20:36:19.239702] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-23T20:36:19.239734] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-23T20:36:19.240528] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:19.240608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:19.242289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:19.242825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:19.243210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:19.244207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:19.244850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:19.246882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:19.249795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.341045] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-23
[2025-12-23T20:36:19.353357] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:19.392986] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:19.412225] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-23T20:36:19.412290] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=63.3698%)
[2025-12-23T20:36:19.412450] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-23T20:36:19.412495] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-23T20:36:19.413532] [INFO ] [main      ] Progress: 302/403 forecasts completed (74.9%). FIXD finished in 0.6s. ETA: 17.2s. Rate: 352.00 forecasts/min
[2025-12-23T20:36:19.424227] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:19.425187] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-23T20:36:19.425243] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-23T20:36:19.425275] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-23T20:36:19.426096] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:19.426159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:19.427927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:19.428445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:19.428926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:19.429358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:19.471756] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-23T20:36:19.471823] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=63.8913%)
[2025-12-23T20:36:19.472176] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-23T20:36:19.472227] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-23T20:36:19.472654] [INFO ] [main      ] Progress: 303/403 forecasts completed (75.2%). DCOM finished in 0.6s. ETA: 17.0s. Rate: 352.76 forecasts/min
[2025-12-23T20:36:19.483833] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:19.484709] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-23T20:36:19.484763] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-23T20:36:19.484793] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-23T20:36:19.485619] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:19.485680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:19.490558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:19.491564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:19.494060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:19.495733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:19.496750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:19.497370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:19.498053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:19.499037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.515881] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:19.543737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:19.545740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.591948] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-23
[2025-12-23T20:36:19.648065] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-23T20:36:19.648131] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=69.8631%)
[2025-12-23T20:36:19.648605] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-23T20:36:19.648658] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-23T20:36:19.648674] [INFO ] [main      ] Progress: 304/403 forecasts completed (75.4%). UNP finished in 0.7s. ETA: 16.8s. Rate: 352.72 forecasts/min
[2025-12-23T20:36:19.659627] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:19.660655] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-23T20:36:19.660706] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-23T20:36:19.660737] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-23T20:36:19.661515] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:19.661595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:19.666350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:19.668161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:19.668653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:19.669075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:19.670207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.772748] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:19.844516] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-23T20:36:19.844614] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=64.291%)
[2025-12-23T20:36:19.844775] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-23T20:36:19.844819] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-23T20:36:19.845305] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-23
[2025-12-23T20:36:19.845888] [INFO ] [main      ] Progress: 305/403 forecasts completed (75.7%). TRC finished in 0.6s. ETA: 16.7s. Rate: 352.53 forecasts/min
[2025-12-23T20:36:19.856156] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:19.857185] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-23T20:36:19.860201] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-23T20:36:19.860242] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-23T20:36:19.861176] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:19.861239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:19.862955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:19.863474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:19.864432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:36:19.865957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:19.867086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:19.922427] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.006524] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.010946] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.104648] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-23T20:36:20.104719] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=55.4964%)
[2025-12-23T20:36:20.104884] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-23T20:36:20.104929] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-23T20:36:20.105926] [INFO ] [main      ] Progress: 306/403 forecasts completed (75.9%). SSNC finished in 0.6s. ETA: 16.5s. Rate: 351.92 forecasts/min
[2025-12-23T20:36:20.116356] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.117598] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.118813] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-23T20:36:20.118870] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-23T20:36:20.118902] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-23T20:36:20.119766] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:20.119830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:20.124856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:20.126713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:20.127213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:20.127635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:20.130046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:20.170387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:20.171445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:20.173244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:20.174801] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.204070] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.241958] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-23T20:36:20.242039] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-37.67% (Conf=49.213%)
[2025-12-23T20:36:20.242393] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-23T20:36:20.242445] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-23T20:36:20.242664] [INFO ] [main      ] Progress: 307/403 forecasts completed (76.2%). BIAF finished in 0.8s. ETA: 16.4s. Rate: 352.15 forecasts/min
[2025-12-23T20:36:20.255029] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.255925] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-23T20:36:20.255981] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-23T20:36:20.256014] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-23T20:36:20.256866] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:20.256933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:20.260244] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-23T20:36:20.260314] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=61.39%)
[2025-12-23T20:36:20.260804] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-23T20:36:20.260804] [INFO ] [main      ] Progress: 308/403 forecasts completed (76.4%). HRMY finished in 0.6s. ETA: 16.1s. Rate: 353.18 forecasts/min
[2025-12-23T20:36:20.260891] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-23T20:36:20.262139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:20.271758] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.272509] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-23T20:36:20.272561] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-23T20:36:20.272614] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-23T20:36:20.273444] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:20.273507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:20.278468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:20.280362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:20.280879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:20.283375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:20.285023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:20.304401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:20.374555] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.378139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:20.381299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:20.382601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:20.508399] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-23T20:36:20.508475] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=61.3405%)
[2025-12-23T20:36:20.508661] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-23T20:36:20.508709] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-23T20:36:20.509742] [INFO ] [main      ] Progress: 309/403 forecasts completed (76.7%). WB finished in 0.7s. ETA: 16.0s. Rate: 352.65 forecasts/min
[2025-12-23T20:36:20.520728] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.520724] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.521723] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-23T20:36:20.521795] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-23T20:36:20.521828] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-23T20:36:20.522727] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:20.522789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:20.527899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:20.528711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:20.529438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:20.531971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:20.644925] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.697230] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.744628] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.760520] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-23T20:36:20.760605] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=39.5106%)
[2025-12-23T20:36:20.760974] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-23T20:36:20.761026] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-23T20:36:20.761664] [INFO ] [main      ] Progress: 310/403 forecasts completed (76.9%). BGX finished in 0.7s. ETA: 15.8s. Rate: 352.10 forecasts/min
[2025-12-23T20:36:20.772796] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.775147] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-23T20:36:20.775199] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-23T20:36:20.775230] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-23T20:36:20.776024] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:20.776081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:20.780965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:20.783479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:20.812920] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:20.879213] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-23
[2025-12-23T20:36:20.891896] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-23T20:36:20.891976] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=51.3219%)
[2025-12-23T20:36:20.892138] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-23T20:36:20.892181] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-23T20:36:20.893664] [INFO ] [main      ] Progress: 311/403 forecasts completed (77.2%). FTGS finished in 0.6s. ETA: 15.7s. Rate: 352.36 forecasts/min
[2025-12-23T20:36:20.903618] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:20.904792] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-23T20:36:20.904846] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-23T20:36:20.904878] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-23T20:36:20.905722] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:20.905785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:20.907486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:20.908038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:20.908969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:20.911544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:20.914709] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.024439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:21.025476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:21.026113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.047453] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.090363] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-23T20:36:21.090432] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=48.3918%)
[2025-12-23T20:36:21.090821] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-23T20:36:21.090877] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-23T20:36:21.090898] [INFO ] [main      ] Progress: 312/403 forecasts completed (77.4%). ASML finished in 0.8s. ETA: 15.5s. Rate: 352.18 forecasts/min
[2025-12-23T20:36:21.102929] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.103813] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-23T20:36:21.103876] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-23T20:36:21.103911] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-23T20:36:21.104727] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-23T20:36:21.121881] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-23T20:36:21.121948] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=1.60% (Conf=51.7215%)
[2025-12-23T20:36:21.122112] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-23T20:36:21.122154] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-23T20:36:21.122869] [INFO ] [main      ] Progress: 313/403 forecasts completed (77.7%). BLZE finished in 0.6s. ETA: 15.3s. Rate: 353.09 forecasts/min
[2025-12-23T20:36:21.133647] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.134493] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-23T20:36:21.134543] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-23T20:36:21.134592] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-23T20:36:21.135399] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:21.135459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:21.136321] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-23
[2025-12-23T20:36:21.140307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:21.141158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:21.143802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.315815] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.364419] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-23
[2025-12-23T20:36:21.397653] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-23T20:36:21.397726] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=47.8289%)
[2025-12-23T20:36:21.397896] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-23T20:36:21.397944] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-23T20:36:21.399277] [INFO ] [main      ] Progress: 314/403 forecasts completed (77.9%). NTB finished in 0.6s. ETA: 15.2s. Rate: 352.39 forecasts/min
[2025-12-23T20:36:21.409312] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.410326] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-23T20:36:21.410402] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-23T20:36:21.410438] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-23T20:36:21.411385] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:21.411445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:21.447666] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-23
[2025-12-23T20:36:21.453398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.486405] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-23
[2025-12-23T20:36:21.532477] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.621287] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.655506] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-23T20:36:21.655593] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=48.3931%)
[2025-12-23T20:36:21.655955] [INFO ] [main      ] Fetching symbol history for QCOM...
[2025-12-23T20:36:21.656005] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2025-12-23T20:36:21.655975] [INFO ] [main      ] Progress: 315/403 forecasts completed (78.2%). KTB finished in 0.8s. ETA: 15.0s. Rate: 351.82 forecasts/min
[2025-12-23T20:36:21.663649] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:21.667197] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.668504] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2025-12-23T20:36:21.668556] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2025-12-23T20:36:21.668620] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2025-12-23T20:36:21.669471] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:21.669535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:21.674524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:21.676359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:21.676867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:21.677314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:21.677725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:21.678643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:21.682284] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-23T20:36:21.682342] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=56.916%)
[2025-12-23T20:36:21.682716] [INFO ] [main      ] Progress: 316/403 forecasts completed (78.4%). TBI finished in 0.6s. ETA: 14.8s. Rate: 352.76 forecasts/min
[2025-12-23T20:36:21.682841] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-23T20:36:21.682883] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-23T20:36:21.694098] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.695300] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-23T20:36:21.695353] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-23T20:36:21.695384] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-23T20:36:21.696230] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:21.696290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:21.697021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:21.747518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:21.749131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.788974] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-23T20:36:21.789055] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=45.2981%)
[2025-12-23T20:36:21.789242] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-23T20:36:21.789286] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-23T20:36:21.789883] [INFO ] [main      ] Progress: 317/403 forecasts completed (78.7%). JLL finished in 0.7s. ETA: 14.6s. Rate: 353.18 forecasts/min
[2025-12-23T20:36:21.793366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:21.795225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.800404] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:21.801749] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-23T20:36:21.801809] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-23T20:36:21.801839] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-23T20:36:21.803015] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:21.803073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:21.808113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:21.808258] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-23
[2025-12-23T20:36:21.977774] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.055491] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-23T20:36:22.055561] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.7735%)
[2025-12-23T20:36:22.055747] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-23T20:36:22.055791] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-23T20:36:22.056870] [INFO ] [main      ] Progress: 318/403 forecasts completed (78.9%). HPQ finished in 0.7s. ETA: 14.5s. Rate: 352.54 forecasts/min
[2025-12-23T20:36:22.066794] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:22.068003] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-23T20:36:22.068056] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-23T20:36:22.068087] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-23T20:36:22.068888] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:22.068949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:22.073838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:22.075707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:22.076182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:22.076948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:22.117956] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.134804] [DEBUG] [MAG       ] QCOM: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.149372] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.186144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:22.187663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:22.189775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:22.301174] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.308062] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.318437] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.408386] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-23T20:36:22.408452] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=47.06%)
[2025-12-23T20:36:22.408810] [INFO ] [main      ] Progress: 319/403 forecasts completed (79.2%). SENEA finished in 0.6s. ETA: 14.3s. Rate: 351.37 forecasts/min
[2025-12-23T20:36:22.408929] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-23T20:36:22.408970] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-23T20:36:22.419591] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:22.420380] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-23T20:36:22.420429] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-23T20:36:22.420460] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-23T20:36:22.421237] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:22.421298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:22.426079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:22.427877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:22.428341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:22.428735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:22.437082] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2025-12-23T20:36:22.437154] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=52.5477%)
[2025-12-23T20:36:22.437497] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-23T20:36:22.437547] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-23T20:36:22.438641] [INFO ] [main      ] Progress: 320/403 forecasts completed (79.4%). QCOM finished in 0.8s. ETA: 14.1s. Rate: 352.27 forecasts/min
[2025-12-23T20:36:22.449364] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:22.450234] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-23T20:36:22.450290] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-23T20:36:22.450324] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-23T20:36:22.451167] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:22.451227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:22.452326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:22.463006] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-23T20:36:22.463073] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-2.36% (Conf=63.0898%)
[2025-12-23T20:36:22.463233] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-23T20:36:22.463277] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-23T20:36:22.464617] [INFO ] [main      ] Progress: 321/403 forecasts completed (79.7%). ERIE finished in 0.8s. ETA: 13.9s. Rate: 353.21 forecasts/min
[2025-12-23T20:36:22.475080] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:22.476087] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-23T20:36:22.476148] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-23T20:36:22.476189] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-23T20:36:22.477078] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:22.477140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:22.478637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:22.478912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:22.479456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:22.479884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:22.480527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:22.482916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:22.484554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:22.527668] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.700490] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.775414] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-23T20:36:22.775493] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=51.1477%)
[2025-12-23T20:36:22.775671] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-23T20:36:22.775717] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-23T20:36:22.777651] [INFO ] [main      ] Progress: 322/403 forecasts completed (79.9%). SPOK finished in 0.7s. ETA: 13.8s. Rate: 352.29 forecasts/min
[2025-12-23T20:36:22.786746] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:22.787629] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-23T20:36:22.787682] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-23T20:36:22.787714] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-23T20:36:22.788519] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:22.788598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:22.790856] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.793420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:22.795240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:22.795776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:22.796215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:22.796621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:22.799044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:22.826326] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.834027] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-23
[2025-12-23T20:36:22.838253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:22.956553] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:22.994837] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.000855] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.023401] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-23T20:36:23.023472] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=47.3769%)
[2025-12-23T20:36:23.023858] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-23T20:36:23.023932] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-23T20:36:23.024432] [INFO ] [main      ] Progress: 323/403 forecasts completed (80.1%). CPIX finished in 0.6s. ETA: 13.6s. Rate: 351.80 forecasts/min
[2025-12-23T20:36:23.034921] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.035845] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-23T20:36:23.035898] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-23T20:36:23.035929] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-23T20:36:23.036751] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:23.036827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:23.041658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:23.042632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:23.062876] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-23T20:36:23.062943] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=47.7839%)
[2025-12-23T20:36:23.063109] [INFO ] [main      ] Fetching symbol history for MRX...
[2025-12-23T20:36:23.063152] [DEBUG] [REMOTE    ] MRX: Fetching historical data.
[2025-12-23T20:36:23.064449] [INFO ] [main      ] Progress: 324/403 forecasts completed (80.4%). DEA finished in 0.6s. ETA: 13.4s. Rate: 352.63 forecasts/min
[2025-12-23T20:36:23.074979] [DEBUG] [REMOTE    ] MRX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.075912] [DEBUG] [LOCAL     ] Loaded configuration for MRX: 1 features, N/A% accuracy
[2025-12-23T20:36:23.075963] [INFO ] [LOCAL     ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config
[2025-12-23T20:36:23.075994] [DEBUG] [MAG       ] Building data for symbol: MRX with lookback: 0
[2025-12-23T20:36:23.076998] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:23.077241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:23.078149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.094148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.115289] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-23T20:36:23.115366] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=55.1466%)
[2025-12-23T20:36:23.116856] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-23T20:36:23.116905] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-23T20:36:23.117894] [INFO ] [main      ] Progress: 325/403 forecasts completed (80.6%). AMBA finished in 0.7s. ETA: 13.2s. Rate: 353.37 forecasts/min
[2025-12-23T20:36:23.131056] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.131860] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-23T20:36:23.131912] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-23T20:36:23.131943] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-23T20:36:23.132750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:23.132808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:23.137685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-23T20:36:23.139133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:23.141896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:36:23.147723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.176629] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-23
[2025-12-23T20:36:23.343116] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.406327] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-23T20:36:23.406394] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=53.6327%)
[2025-12-23T20:36:23.406551] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-23T20:36:23.406613] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-23T20:36:23.406893] [INFO ] [main      ] Progress: 326/403 forecasts completed (80.9%). CMSA finished in 0.6s. ETA: 13.1s. Rate: 352.62 forecasts/min
[2025-12-23T20:36:23.415489] [DEBUG] [MAG       ] MRX: Last date is validated at 2025-12-23
[2025-12-23T20:36:23.417766] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.419290] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-23T20:36:23.419352] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-23T20:36:23.419383] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-23T20:36:23.420249] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:23.420311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:23.422011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:23.422510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:23.423567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:23.425221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:23.426230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-23T20:36:23.426908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.439954] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-23
[2025-12-23T20:36:23.486005] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-23
[2025-12-23T20:36:23.585036] [DEBUG] [MAG       ] MRX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.607204] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.655318] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:23.670240] [INFO ] [LOCAL     ] MRX: Saved forecast.
[2025-12-23T20:36:23.670306] [INFO ] [main      ] MRX: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=62.0649%)
[2025-12-23T20:36:23.670673] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-23T20:36:23.670725] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-23T20:36:23.670708] [INFO ] [main      ] Progress: 327/403 forecasts completed (81.1%). MRX finished in 0.6s. ETA: 13.0s. Rate: 352.02 forecasts/min
[2025-12-23T20:36:23.676900] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-23T20:36:23.676975] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=46.8929%)
[2025-12-23T20:36:23.677427] [INFO ] [main      ] Progress: 328/403 forecasts completed (81.4%). BUSE finished in 0.7s. ETA: 12.7s. Rate: 353.06 forecasts/min
[2025-12-23T20:36:23.677544] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-23T20:36:23.677601] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-23T20:36:23.682290] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.683489] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-23T20:36:23.683548] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-23T20:36:23.683608] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-23T20:36:23.684457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:23.684518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:23.688915] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.689697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:23.690062] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-23T20:36:23.690114] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-23T20:36:23.690147] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-23T20:36:23.690974] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:23.691035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:23.691491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:23.691997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:23.691773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:23.692804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:23.693514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.693913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:23.696919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:23.698247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:23.699453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.749953] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-23T20:36:23.750031] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=48.4808%)
[2025-12-23T20:36:23.750414] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-23T20:36:23.750465] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-23T20:36:23.751667] [INFO ] [main      ] Progress: 329/403 forecasts completed (81.6%). MNSO finished in 0.6s. ETA: 12.6s. Rate: 353.66 forecasts/min
[2025-12-23T20:36:23.761101] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-23
[2025-12-23T20:36:23.761526] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:23.762701] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-23T20:36:23.762754] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-23T20:36:23.762783] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-23T20:36:23.763597] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:23.763657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:23.768439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:23.769414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-23T20:36:23.770148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:23.930478] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.026741] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-23T20:36:24.026810] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=-2.50% (Conf=46.68%)
[2025-12-23T20:36:24.026965] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-23T20:36:24.027008] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-23T20:36:24.027948] [INFO ] [main      ] Progress: 330/403 forecasts completed (81.9%). DOCN finished in 0.6s. ETA: 12.4s. Rate: 352.99 forecasts/min
[2025-12-23T20:36:24.038370] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.039370] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-23T20:36:24.039428] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-23T20:36:24.039459] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-23T20:36:24.040252] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:24.040647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:24.042331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:24.042865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:24.043299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:24.044017] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.044071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:24.045326] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.112107] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.218597] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.228993] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.280922] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.298324] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-23T20:36:24.298400] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=59.3556%)
[2025-12-23T20:36:24.298593] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-23T20:36:24.298639] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-23T20:36:24.298924] [INFO ] [main      ] Progress: 331/403 forecasts completed (82.1%). CPNG finished in 0.6s. ETA: 12.3s. Rate: 352.36 forecasts/min
[2025-12-23T20:36:24.303099] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-23T20:36:24.303167] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=63.9339%)
[2025-12-23T20:36:24.303523] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-23T20:36:24.303613] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-23T20:36:24.303622] [INFO ] [main      ] Progress: 332/403 forecasts completed (82.4%). GOOS finished in 0.6s. ETA: 12.1s. Rate: 353.39 forecasts/min
[2025-12-23T20:36:24.310697] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.311663] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-23T20:36:24.311714] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-23T20:36:24.311745] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-23T20:36:24.312533] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:24.312613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:24.314173] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.314992] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-23T20:36:24.315045] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-23T20:36:24.315076] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-23T20:36:24.315881] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:24.315943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:24.317382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:24.319243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:24.319750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:24.320813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:24.322100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:24.322680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:24.323183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:24.323645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:24.325989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-23T20:36:24.327328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:24.360557] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-23T20:36:24.360641] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=63.5111%)
[2025-12-23T20:36:24.360825] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-23T20:36:24.360870] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-23T20:36:24.361935] [INFO ] [main      ] Progress: 333/403 forecasts completed (82.6%). KOP finished in 0.6s. ETA: 11.9s. Rate: 354.09 forecasts/min
[2025-12-23T20:36:24.372985] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.374185] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-23T20:36:24.374237] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-23T20:36:24.374267] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-23T20:36:24.375092] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:24.375156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:24.376853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:24.377356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:24.377805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:24.378186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:24.378845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:24.380088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:24.382521] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.430697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:36:24.433075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:24.549818] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.663537] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.714626] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.766085] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-23T20:36:24.766152] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=57.92% (Conf=56.96%)
[2025-12-23T20:36:24.766312] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-23T20:36:24.766374] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-23T20:36:24.766932] [INFO ] [main      ] Progress: 334/403 forecasts completed (82.9%). TPL finished in 0.7s. ETA: 11.7s. Rate: 352.62 forecasts/min
[2025-12-23T20:36:24.777171] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.778175] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-23T20:36:24.778234] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-23T20:36:24.778266] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-23T20:36:24.779102] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:24.779196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:24.780996] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-23
[2025-12-23T20:36:24.784159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:24.786035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:24.786549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-23T20:36:24.788137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:24.830464] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.884874] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:24.917887] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-23T20:36:24.917956] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=2.92% (Conf=67.7545%)
[2025-12-23T20:36:24.918306] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-23T20:36:24.918356] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-23T20:36:24.918665] [INFO ] [main      ] Progress: 335/403 forecasts completed (83.1%). LWAY finished in 0.6s. ETA: 11.6s. Rate: 352.74 forecasts/min
[2025-12-23T20:36:24.929556] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:24.930485] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-23T20:36:24.930537] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-23T20:36:24.930567] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-23T20:36:24.931353] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:24.931414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:24.932268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:24.958321] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:25.036489] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-23T20:36:25.036558] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=50.7224%)
[2025-12-23T20:36:25.036939] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-23T20:36:25.036990] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-23T20:36:25.037974] [INFO ] [main      ] Progress: 336/403 forecasts completed (83.4%). LTC finished in 0.7s. ETA: 11.4s. Rate: 353.05 forecasts/min
[2025-12-23T20:36:25.046804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:25.048030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:25.049323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.049828] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.050761] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-23T20:36:25.050822] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-23T20:36:25.050857] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-23T20:36:25.051793] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:25.051856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:25.053688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:25.054279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:25.130157] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-23
[2025-12-23T20:36:25.159651] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-23T20:36:25.159722] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=63.3836%)
[2025-12-23T20:36:25.159880] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-23T20:36:25.159923] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-23T20:36:25.161385] [INFO ] [main      ] Progress: 337/403 forecasts completed (83.6%). DORM finished in 0.8s. ETA: 11.2s. Rate: 353.34 forecasts/min
[2025-12-23T20:36:25.172040] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.172826] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-23T20:36:25.172880] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-23T20:36:25.172913] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-23T20:36:25.173724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:25.173784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:25.175460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:25.176011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:25.176409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:25.176895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.178071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:25.179216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:25.179932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.299472] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:25.376948] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-23T20:36:25.377015] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=5.93% (Conf=57.1727%)
[2025-12-23T20:36:25.377177] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-23T20:36:25.377220] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-23T20:36:25.378026] [INFO ] [main      ] Progress: 338/403 forecasts completed (83.9%). DRMA finished in 0.6s. ETA: 11.0s. Rate: 353.05 forecasts/min
[2025-12-23T20:36:25.383685] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-23
[2025-12-23T20:36:25.389737] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.390899] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-23T20:36:25.390965] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-23T20:36:25.391006] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-23T20:36:25.391958] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:25.392020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:25.397440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:25.398568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:25.439972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.524038] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-23
[2025-12-23T20:36:25.540066] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-23
[2025-12-23T20:36:25.553449] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:25.657012] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-23T20:36:25.657080] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=44.5659%)
[2025-12-23T20:36:25.657421] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-23T20:36:25.657470] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-23T20:36:25.657661] [INFO ] [main      ] Progress: 339/403 forecasts completed (84.1%). MLAB finished in 0.7s. ETA: 10.9s. Rate: 352.38 forecasts/min
[2025-12-23T20:36:25.668457] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.669416] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-23T20:36:25.669473] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-23T20:36:25.669504] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-23T20:36:25.670354] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:25.670419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:25.675450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:25.676312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:25.679160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:25.680974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:25.681487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:25.682607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:25.684687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.694422] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:25.715620] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:25.776398] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-23T20:36:25.776496] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=47.3066%)
[2025-12-23T20:36:25.776871] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-23T20:36:25.776923] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-23T20:36:25.778042] [INFO ] [main      ] Progress: 340/403 forecasts completed (84.4%). PAGS finished in 0.7s. ETA: 10.7s. Rate: 352.68 forecasts/min
[2025-12-23T20:36:25.788832] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.789873] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-23T20:36:25.789936] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-23T20:36:25.789968] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-23T20:36:25.790892] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:25.790953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:25.792676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:25.793184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:25.795183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:25.796391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.802024] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-23
[2025-12-23T20:36:25.824548] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-23T20:36:25.824633] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=59.7344%)
[2025-12-23T20:36:25.824977] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-23T20:36:25.825026] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-23T20:36:25.826662] [INFO ] [main      ] Progress: 341/403 forecasts completed (84.6%). AGX finished in 0.7s. ETA: 10.5s. Rate: 353.42 forecasts/min
[2025-12-23T20:36:25.836946] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:25.838075] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-23T20:36:25.838127] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-23T20:36:25.838157] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-23T20:36:25.838965] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-23T20:36:25.839033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:25.841392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:25.842385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:25.845056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:25.849749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:25.852629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:25.855298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:25.857065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:25.857540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-23T20:36:25.858667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-23T20:36:25.860701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-23T20:36:25.866399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:25.982680] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.017853] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.054046] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-23T20:36:26.054126] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-27.73% (Conf=65.0909%)
[2025-12-23T20:36:26.054495] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-23T20:36:26.054549] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-23T20:36:26.054654] [INFO ] [main      ] Progress: 342/403 forecasts completed (84.9%). GDC finished in 0.7s. ETA: 10.4s. Rate: 353.07 forecasts/min
[2025-12-23T20:36:26.065813] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.066867] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-23T20:36:26.066928] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-23T20:36:26.066962] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-23T20:36:26.067852] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:26.067916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:26.073502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:26.074699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:26.116062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:26.117648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:26.118426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:26.120118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:26.123310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.134821] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.184290] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.200606] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.245778] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-23T20:36:26.245844] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-1.69% (Conf=42.6868%)
[2025-12-23T20:36:26.246282] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-23T20:36:26.246333] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-23T20:36:26.246652] [INFO ] [main      ] Progress: 343/403 forecasts completed (85.1%). SY finished in 0.6s. ETA: 10.2s. Rate: 352.94 forecasts/min
[2025-12-23T20:36:26.257653] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.258841] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-23T20:36:26.258893] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-23T20:36:26.258924] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-23T20:36:26.259763] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:26.259822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:26.260519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:26.261365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:26.263208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.300150] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.367387] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.369066] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-23T20:36:26.369132] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-3.29% (Conf=61.2954%)
[2025-12-23T20:36:26.369315] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-23T20:36:26.369358] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-23T20:36:26.370682] [INFO ] [main      ] Progress: 344/403 forecasts completed (85.4%). AMLX finished in 0.6s. ETA: 10.0s. Rate: 353.21 forecasts/min
[2025-12-23T20:36:26.381017] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.381840] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-23T20:36:26.381896] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-23T20:36:26.381928] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-23T20:36:26.382746] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:26.382807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:26.383544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:26.385538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:26.400533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.474106] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.533703] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-23T20:36:26.533771] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=59.876%)
[2025-12-23T20:36:26.534176] [INFO ] [main      ] Progress: 345/403 forecasts completed (85.6%). TXN finished in 0.7s. ETA: 9.9s. Rate: 353.25 forecasts/min
[2025-12-23T20:36:26.536721] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-23T20:36:26.536781] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-23T20:36:26.547738] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.549713] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-23T20:36:26.549770] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-23T20:36:26.549801] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-23T20:36:26.550670] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:26.550732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:26.555666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:26.557017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:26.559068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:26.563474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-23T20:36:26.564669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:26.567457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:26.568104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.602471] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.646256] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.708856] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-23T20:36:26.708936] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=53.4311%)
[2025-12-23T20:36:26.709343] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-23T20:36:26.709397] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-23T20:36:26.710653] [INFO ] [main      ] Progress: 346/403 forecasts completed (85.9%). AWRE finished in 0.7s. ETA: 9.7s. Rate: 353.21 forecasts/min
[2025-12-23T20:36:26.720804] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.722017] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-23T20:36:26.722073] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-23T20:36:26.722106] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-23T20:36:26.722965] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:26.723038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:26.723927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:26.726526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:26.728317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:26.729602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:26.730244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:26.733214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.762217] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.772038] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:26.844831] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-23T20:36:26.844896] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=2.93% (Conf=36.9669%)
[2025-12-23T20:36:26.845054] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-23T20:36:26.845645] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-23T20:36:26.847637] [INFO ] [main      ] Progress: 347/403 forecasts completed (86.1%). AVDL finished in 0.6s. ETA: 9.5s. Rate: 353.41 forecasts/min
[2025-12-23T20:36:26.857636] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:26.858450] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-23T20:36:26.858506] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-23T20:36:26.858538] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-23T20:36:26.859400] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:26.859460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:26.860207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:26.862594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:26.863701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:26.913550] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-23
[2025-12-23T20:36:26.950046] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.018366] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-23T20:36:27.018456] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=54.9535%)
[2025-12-23T20:36:27.018644] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-23T20:36:27.018691] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-23T20:36:27.020672] [INFO ] [main      ] Progress: 348/403 forecasts completed (86.4%). BGRN finished in 0.6s. ETA: 9.3s. Rate: 353.39 forecasts/min
[2025-12-23T20:36:27.031263] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.032267] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-23T20:36:27.032326] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-23T20:36:27.032375] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-23T20:36:27.033314] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:27.033390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:27.038787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:27.039927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:27.040686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-23T20:36:27.044128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:27.046729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:27.048334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.082976] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.085631] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.168069] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-23T20:36:27.168138] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=2.98% (Conf=57.1347%)
[2025-12-23T20:36:27.168305] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-23T20:36:27.168349] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-23T20:36:27.169651] [INFO ] [main      ] Progress: 349/403 forecasts completed (86.6%). AVA finished in 0.6s. ETA: 9.2s. Rate: 353.51 forecasts/min
[2025-12-23T20:36:27.179514] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.180590] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-23T20:36:27.180647] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-23T20:36:27.180678] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-23T20:36:27.181447] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:27.181508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:27.182383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:27.184840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:27.185560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-23T20:36:27.187187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.206535] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.255423] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.317353] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-23T20:36:27.317431] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.9894%)
[2025-12-23T20:36:27.317937] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-23T20:36:27.317988] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-23T20:36:27.321896] [INFO ] [main      ] Progress: 350/403 forecasts completed (86.8%). UBND finished in 0.6s. ETA: 9.0s. Rate: 353.62 forecasts/min
[2025-12-23T20:36:27.332558] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.334414] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-23T20:36:27.334469] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-23T20:36:27.334503] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-23T20:36:27.335408] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:27.335470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:27.340719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:27.380460] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.393041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.416623] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.483419] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-23T20:36:27.483488] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=53.2185%)
[2025-12-23T20:36:27.483667] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-23T20:36:27.483713] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-23T20:36:27.485666] [INFO ] [main      ] Progress: 351/403 forecasts completed (87.1%). IPGP finished in 0.6s. ETA: 8.8s. Rate: 353.65 forecasts/min
[2025-12-23T20:36:27.494785] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.495819] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-23T20:36:27.495876] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-23T20:36:27.495908] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-23T20:36:27.496754] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:27.496815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:27.498541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:27.499079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:27.499534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:27.539991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:27.540948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:27.542233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.597502] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.615939] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.729687] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.762091] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-23T20:36:27.762179] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=56.3402%)
[2025-12-23T20:36:27.762380] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-23T20:36:27.762437] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-23T20:36:27.763663] [INFO ] [main      ] Progress: 352/403 forecasts completed (87.3%). BBCP finished in 0.7s. ETA: 8.7s. Rate: 353.01 forecasts/min
[2025-12-23T20:36:27.770127] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:27.774661] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.775846] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-23T20:36:27.775900] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-23T20:36:27.775932] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-23T20:36:27.776765] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:27.776825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:27.782220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:27.783156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:27.785962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:27.787068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.846199] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-23T20:36:27.846266] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=49.3574%)
[2025-12-23T20:36:27.846649] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-23T20:36:27.846701] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-23T20:36:27.847627] [INFO ] [main      ] Progress: 353/403 forecasts completed (87.6%). UPWK finished in 0.7s. ETA: 8.5s. Rate: 353.52 forecasts/min
[2025-12-23T20:36:27.857670] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:27.858654] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-23T20:36:27.858712] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-23T20:36:27.858745] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-23T20:36:27.859626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:27.859688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:27.864683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:27.866445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:27.866933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:27.867317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:27.892112] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-23
[2025-12-23T20:36:27.896692] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.025952] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-23T20:36:28.026020] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=49.4823%)
[2025-12-23T20:36:28.026381] [INFO ] [main      ] Progress: 354/403 forecasts completed (87.8%). MOH finished in 0.7s. ETA: 8.3s. Rate: 353.47 forecasts/min
[2025-12-23T20:36:28.026507] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-23T20:36:28.026550] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-23T20:36:28.036978] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.037825] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-23T20:36:28.037881] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-23T20:36:28.037913] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-23T20:36:28.038695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:28.038754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:28.040438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:28.040972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:28.041361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:28.062463] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.080188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:28.129411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:28.140985] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.197405] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-23T20:36:28.197472] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=46.8081%)
[2025-12-23T20:36:28.197936] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-23T20:36:28.197991] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-23T20:36:28.198660] [INFO ] [main      ] Progress: 355/403 forecasts completed (88.1%). SANM finished in 0.7s. ETA: 8.1s. Rate: 353.45 forecasts/min
[2025-12-23T20:36:28.207056] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.208963] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.210013] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-23T20:36:28.210065] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-23T20:36:28.210097] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-23T20:36:28.210885] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:28.210945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:28.212916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:28.217194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:28.315522] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.377429] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.465298] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.471147] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-23T20:36:28.471212] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=41.621%)
[2025-12-23T20:36:28.471374] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-23T20:36:28.471420] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-23T20:36:28.473042] [INFO ] [main      ] Progress: 356/403 forecasts completed (88.3%). BYD finished in 0.6s. ETA: 8.0s. Rate: 352.84 forecasts/min
[2025-12-23T20:36:28.482670] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.483761] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-23T20:36:28.483822] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-23T20:36:28.483859] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-23T20:36:28.484816] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:28.484887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:28.487434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:28.489138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:28.493075] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-23T20:36:28.493158] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=58.5776%)
[2025-12-23T20:36:28.493351] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-23T20:36:28.493403] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-23T20:36:28.494622] [INFO ] [main      ] Progress: 357/403 forecasts completed (88.6%). DJCO finished in 0.7s. ETA: 7.8s. Rate: 353.71 forecasts/min
[2025-12-23T20:36:28.506862] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.507825] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-23T20:36:28.507882] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-23T20:36:28.507915] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-23T20:36:28.508821] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:28.508884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:28.514450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:28.516020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:28.533783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:28.536094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:28.555303] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.555764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:28.641867] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.723928] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:28.744920] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-23T20:36:28.744990] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=48.6796%)
[2025-12-23T20:36:28.745336] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-23T20:36:28.745389] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-23T20:36:28.746235] [INFO ] [main      ] Progress: 358/403 forecasts completed (88.8%). TFIN finished in 0.7s. ETA: 7.6s. Rate: 353.23 forecasts/min
[2025-12-23T20:36:28.757076] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.758034] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-23T20:36:28.758095] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-23T20:36:28.758126] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-23T20:36:28.758901] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:28.758961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:28.763852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:28.765628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:28.766099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:28.766479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:28.767322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:28.858837] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.900540] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-23
[2025-12-23T20:36:28.928812] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-23T20:36:28.928878] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=56.081%)
[2025-12-23T20:36:28.929247] [INFO ] [main      ] Fetching symbol history for VECO...
[2025-12-23T20:36:28.929297] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2025-12-23T20:36:28.929668] [INFO ] [main      ] Progress: 359/403 forecasts completed (89.1%). MKL finished in 0.7s. ETA: 7.5s. Rate: 353.15 forecasts/min
[2025-12-23T20:36:28.940542] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:28.941543] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2025-12-23T20:36:28.941615] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2025-12-23T20:36:28.941649] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2025-12-23T20:36:28.942405] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:28.942462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:28.944057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:28.944878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.028332] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.072258] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.092617] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-23T20:36:29.092684] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=4.01% (Conf=55.7434%)
[2025-12-23T20:36:29.092842] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-23T20:36:29.092885] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-23T20:36:29.094664] [INFO ] [main      ] Progress: 360/403 forecasts completed (89.3%). DTIL finished in 0.6s. ETA: 7.3s. Rate: 353.18 forecasts/min
[2025-12-23T20:36:29.104557] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.105406] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-23T20:36:29.105459] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-23T20:36:29.105497] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-23T20:36:29.106331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:29.106392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:29.111209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:29.112208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:29.113958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.119195] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-23
[2025-12-23T20:36:29.148026] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-23T20:36:29.148099] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=-4.95% (Conf=48.8376%)
[2025-12-23T20:36:29.148442] [INFO ] [main      ] Fetching symbol history for ARHS...
[2025-12-23T20:36:29.148492] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2025-12-23T20:36:29.148645] [INFO ] [main      ] Progress: 361/403 forecasts completed (89.6%). SRI finished in 0.7s. ETA: 7.1s. Rate: 353.85 forecasts/min
[2025-12-23T20:36:29.159710] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.160593] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2025-12-23T20:36:29.160645] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2025-12-23T20:36:29.160676] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2025-12-23T20:36:29.161439] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:29.161498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:29.163176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:29.163684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.285014] [DEBUG] [MAG       ] VECO: Last date is validated at 2025-12-23
[2025-12-23T20:36:29.286565] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.398896] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-23T20:36:29.398967] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=64.1105%)
[2025-12-23T20:36:29.399374] [INFO ] [main      ] Progress: 362/403 forecasts completed (89.8%). AVB finished in 0.7s. ETA: 7.0s. Rate: 353.38 forecasts/min
[2025-12-23T20:36:29.399518] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-23T20:36:29.399561] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-23T20:36:29.410255] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.411131] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-23T20:36:29.411188] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-23T20:36:29.411221] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-23T20:36:29.412056] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:29.412121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:29.417224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:29.419092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:29.419657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:29.420059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:29.420879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.449911] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-23
[2025-12-23T20:36:29.452040] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.497999] [DEBUG] [MAG       ] ARHS: Last date is validated at 2025-12-23
[2025-12-23T20:36:29.529582] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2025-12-23T20:36:29.529662] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=50.9345%)
[2025-12-23T20:36:29.530085] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-23T20:36:29.530138] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-23T20:36:29.530656] [INFO ] [main      ] Progress: 363/403 forecasts completed (90.1%). VECO finished in 0.6s. ETA: 6.8s. Rate: 353.60 forecasts/min
[2025-12-23T20:36:29.542215] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.543168] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-23T20:36:29.543224] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-23T20:36:29.543254] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-23T20:36:29.544045] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:29.544103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:29.618815] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.658443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.665566] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:29.734068] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2025-12-23T20:36:29.734136] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=54.1669%)
[2025-12-23T20:36:29.734501] [INFO ] [main      ] Fetching symbol history for AMWL...
[2025-12-23T20:36:29.734552] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2025-12-23T20:36:29.735654] [INFO ] [main      ] Progress: 364/403 forecasts completed (90.3%). ARHS finished in 0.6s. ETA: 6.6s. Rate: 353.40 forecasts/min
[2025-12-23T20:36:29.738957] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-23T20:36:29.739025] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=3.06% (Conf=68.0828%)
[2025-12-23T20:36:29.739206] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-23T20:36:29.739251] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-23T20:36:29.741624] [INFO ] [main      ] Progress: 365/403 forecasts completed (90.6%). DASH finished in 0.6s. ETA: 6.4s. Rate: 354.33 forecasts/min
[2025-12-23T20:36:29.747102] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.748239] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2025-12-23T20:36:29.748291] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-23T20:36:29.748321] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2025-12-23T20:36:29.749165] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:29.749229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:29.751028] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:29.751821] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-23T20:36:29.751873] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-23T20:36:29.751905] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-23T20:36:29.752730] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:29.752806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:29.754355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:29.755215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:29.757530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:29.757594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:29.759355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:29.759839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:29.760297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:29.760695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:29.761449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:29.762260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:29.765102] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-23
[2025-12-23T20:36:29.865007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:29.865999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.870676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:29.872998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:29.933378] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.010505] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.023083] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-23T20:36:30.023161] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=52.1701%)
[2025-12-23T20:36:30.023500] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-23T20:36:30.023552] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-23T20:36:30.024424] [INFO ] [main      ] Progress: 366/403 forecasts completed (90.8%). SOCL finished in 0.6s. ETA: 6.3s. Rate: 353.69 forecasts/min
[2025-12-23T20:36:30.035089] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.036283] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-23T20:36:30.036338] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-23T20:36:30.036371] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-23T20:36:30.037220] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:30.037282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:30.042466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:30.043843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-23T20:36:30.046325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.187323] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.200787] [DEBUG] [MAG       ] AMWL: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.212529] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.261463] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-23T20:36:30.261529] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=47.3983%)
[2025-12-23T20:36:30.261883] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-23T20:36:30.261934] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-23T20:36:30.262661] [INFO ] [main      ] Progress: 367/403 forecasts completed (91.1%). CWCO finished in 0.7s. ETA: 6.1s. Rate: 353.30 forecasts/min
[2025-12-23T20:36:30.272896] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.273970] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-23T20:36:30.274023] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-23T20:36:30.274372] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-23T20:36:30.275202] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:30.275262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:30.276142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:30.315171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.366301] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.379001] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.394035] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.435015] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2025-12-23T20:36:30.435089] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=55.2857%)
[2025-12-23T20:36:30.435548] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-23T20:36:30.435618] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-23T20:36:30.435662] [INFO ] [main      ] Progress: 368/403 forecasts completed (91.3%). AMWL finished in 0.7s. ETA: 5.9s. Rate: 353.28 forecasts/min
[2025-12-23T20:36:30.447168] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.448002] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-23T20:36:30.448052] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-23T20:36:30.448082] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-23T20:36:30.448862] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:30.448919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:30.451241] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-23T20:36:30.451313] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-2.20% (Conf=56.9688%)
[2025-12-23T20:36:30.451469] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-23T20:36:30.451511] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-23T20:36:30.452640] [INFO ] [main      ] Progress: 369/403 forecasts completed (91.6%). AMZD finished in 0.7s. ETA: 5.8s. Rate: 354.14 forecasts/min
[2025-12-23T20:36:30.455366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:30.457141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:30.463399] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.464263] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-23T20:36:30.464311] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-23T20:36:30.464342] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-23T20:36:30.465140] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:30.465199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:30.469995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:30.471296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.471860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:30.472330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:30.472730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:30.473434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.569198] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.649910] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-23T20:36:30.649977] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-3.26% (Conf=54.6429%)
[2025-12-23T20:36:30.650340] [INFO ] [main      ] Progress: 370/403 forecasts completed (91.8%). SAFE finished in 0.6s. ETA: 5.6s. Rate: 353.98 forecasts/min
[2025-12-23T20:36:30.650466] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-23T20:36:30.650510] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-23T20:36:30.661709] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.661912] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.662602] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-23T20:36:30.662658] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-23T20:36:30.662690] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-23T20:36:30.663513] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:30.663592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:30.665348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:30.665935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:30.668492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.806901] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.810286] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-23
[2025-12-23T20:36:30.835309] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.917609] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-23T20:36:30.917677] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=8.28% (Conf=63.9359%)
[2025-12-23T20:36:30.917831] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-23T20:36:30.917873] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-23T20:36:30.918876] [INFO ] [main      ] Progress: 371/403 forecasts completed (92.1%). HSAI finished in 0.7s. ETA: 5.4s. Rate: 353.43 forecasts/min
[2025-12-23T20:36:30.928598] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:30.929635] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-23T20:36:30.929689] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-23T20:36:30.929721] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-23T20:36:30.930517] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:30.930598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:30.932431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:30.933012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:30.933534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:30.933972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:30.934932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:30.935686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:30.977593] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:30.980110] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.047967] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-23T20:36:31.048044] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=54.2686%)
[2025-12-23T20:36:31.048397] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-23T20:36:31.048447] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-23T20:36:31.048687] [INFO ] [main      ] Progress: 372/403 forecasts completed (92.3%). AMPL finished in 0.6s. ETA: 5.3s. Rate: 353.65 forecasts/min
[2025-12-23T20:36:31.060042] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.060860] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-23T20:36:31.060916] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-23T20:36:31.060947] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-23T20:36:31.061751] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:31.061811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:31.066921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:31.068824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:31.069316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:31.084981] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.086356] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-23T20:36:31.086418] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=3.07% (Conf=33.4887%)
[2025-12-23T20:36:31.086589] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-23T20:36:31.086634] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-23T20:36:31.087037] [INFO ] [main      ] Progress: 373/403 forecasts completed (92.6%). STKH finished in 0.6s. ETA: 5.1s. Rate: 354.39 forecasts/min
[2025-12-23T20:36:31.098264] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.099292] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-23T20:36:31.099345] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-23T20:36:31.099376] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-23T20:36:31.100164] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:31.100223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:31.104988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:31.105939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:31.108303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:31.109955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-23T20:36:31.110674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.180111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:31.183057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.258745] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.281130] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.313558] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-23T20:36:31.313642] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=37.5869%)
[2025-12-23T20:36:31.313987] [INFO ] [main      ] Progress: 374/403 forecasts completed (92.8%). PFD finished in 0.7s. ETA: 4.9s. Rate: 354.06 forecasts/min
[2025-12-23T20:36:31.314114] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-23T20:36:31.314158] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-23T20:36:31.324999] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.326034] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-23T20:36:31.326089] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-23T20:36:31.326122] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-23T20:36:31.326978] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:31.327037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:31.332089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:31.333145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.445120] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.456025] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.518694] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.525810] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-23T20:36:31.525878] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-5.78% (Conf=67.991%)
[2025-12-23T20:36:31.526241] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-23T20:36:31.526292] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-23T20:36:31.527889] [INFO ] [main      ] Progress: 375/403 forecasts completed (93.1%). XRX finished in 0.6s. ETA: 4.7s. Rate: 353.82 forecasts/min
[2025-12-23T20:36:31.538612] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.539408] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-23T20:36:31.539461] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-23T20:36:31.539494] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-23T20:36:31.540453] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:31.540515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:31.542297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:31.542835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:31.543233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:31.544134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.617463] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.687406] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.687899] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.722328] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-23T20:36:31.722746] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-3.52% (Conf=76.28%)
[2025-12-23T20:36:31.722906] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-23T20:36:31.722950] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-23T20:36:31.725144] [INFO ] [main      ] Progress: 376/403 forecasts completed (93.3%). NVDD finished in 0.6s. ETA: 4.6s. Rate: 353.66 forecasts/min
[2025-12-23T20:36:31.736033] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.737009] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-23T20:36:31.737065] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-23T20:36:31.737096] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-23T20:36:31.737919] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:31.737977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:31.739828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:31.740406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:31.740826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:31.741648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.810681] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-23T20:36:31.810749] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=50.7726%)
[2025-12-23T20:36:31.811089] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-23T20:36:31.811149] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-23T20:36:31.811641] [INFO ] [main      ] Progress: 377/403 forecasts completed (93.5%). DHI finished in 0.8s. ETA: 4.4s. Rate: 354.12 forecasts/min
[2025-12-23T20:36:31.824113] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.825167] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-23T20:36:31.825217] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-23T20:36:31.825247] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-23T20:36:31.826082] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-23T20:36:31.826141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:31.830929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:31.832239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:31.833587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:31.860946] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:31.895176] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-23
[2025-12-23T20:36:31.939511] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-23T20:36:31.939595] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=2.03% (Conf=53.4251%)
[2025-12-23T20:36:31.939756] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-23T20:36:31.939799] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-23T20:36:31.941025] [INFO ] [main      ] Progress: 378/403 forecasts completed (93.8%). CVEO finished in 0.6s. ETA: 4.2s. Rate: 354.35 forecasts/min
[2025-12-23T20:36:31.950876] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:31.951859] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-23T20:36:31.951912] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-23T20:36:31.951943] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-23T20:36:31.952719] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:31.952795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:31.957631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:31.958447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:31.961188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-23T20:36:31.965045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:31.967744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.073407] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:32.096266] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.132743] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-23T20:36:32.132816] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=46.2536%)
[2025-12-23T20:36:32.133148] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-23T20:36:32.133198] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-23T20:36:32.133668] [INFO ] [main      ] Progress: 379/403 forecasts completed (94.0%). ELVA finished in 0.6s. ETA: 4.1s. Rate: 354.22 forecasts/min
[2025-12-23T20:36:32.144629] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:32.145690] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-23T20:36:32.145749] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-23T20:36:32.145782] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-23T20:36:32.146722] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:32.146788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:32.148561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:32.149131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:32.149567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-23T20:36:32.176613] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.190824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:32.191938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:32.196645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:32.198159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:32.198868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.311792] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.334323] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:32.345384] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:32.403081] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-23T20:36:32.403151] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=47.1354%)
[2025-12-23T20:36:32.403655] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-23T20:36:32.403658] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-23T20:36:32.403719] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-23T20:36:32.403739] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=6.54% (Conf=56.69%)
[2025-12-23T20:36:32.403668] [INFO ] [main      ] Progress: 380/403 forecasts completed (94.3%). HPI finished in 0.6s. ETA: 3.9s. Rate: 353.66 forecasts/min
[2025-12-23T20:36:32.403924] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-23T20:36:32.403971] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-23T20:36:32.404539] [INFO ] [main      ] Progress: 381/403 forecasts completed (94.5%). AG finished in 0.7s. ETA: 3.7s. Rate: 354.59 forecasts/min
[2025-12-23T20:36:32.415771] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:32.416525] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:32.417201] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-23T20:36:32.417258] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-23T20:36:32.417290] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-23T20:36:32.417345] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-23T20:36:32.417615] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-23T20:36:32.417649] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-23T20:36:32.418288] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:32.418351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:32.418414] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:32.418473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:32.419221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-23T20:36:32.420086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.420258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:32.420944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:32.421364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:32.483467] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:32.497398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-23T20:36:32.501699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:36:32.503855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-23T20:36:32.504906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.550558] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.563477] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-23T20:36:32.563549] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=54.0617%)
[2025-12-23T20:36:32.563918] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-23T20:36:32.563971] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-23T20:36:32.564660] [INFO ] [main      ] Progress: 382/403 forecasts completed (94.8%). PX finished in 0.6s. ETA: 3.6s. Rate: 354.64 forecasts/min
[2025-12-23T20:36:32.574650] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:32.575542] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-23T20:36:32.575618] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-23T20:36:32.575651] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-23T20:36:32.576404] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:32.576463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:32.577062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:32.579925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:32.582042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-23T20:36:32.584317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:32.585970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.728139] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:32.770374] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.794968] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-23T20:36:32.795035] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=38.3656%)
[2025-12-23T20:36:32.795200] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-23T20:36:32.795254] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-23T20:36:32.796651] [INFO ] [main      ] Progress: 383/403 forecasts completed (95.0%). CXDO finished in 0.7s. ETA: 3.4s. Rate: 354.30 forecasts/min
[2025-12-23T20:36:32.807217] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:32.808103] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-23T20:36:32.808165] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-23T20:36:32.808197] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-23T20:36:32.809003] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-23T20:36:32.809068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:32.814113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-23T20:36:32.814980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:32.815830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:32.841147] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.861895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:32.863267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-23T20:36:32.865293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-23T20:36:32.866654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-23T20:36:32.868171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-23T20:36:32.871016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:32.934060] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-23
[2025-12-23T20:36:32.948108] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.011883] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.016060] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-23T20:36:33.016137] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=56.3068%)
[2025-12-23T20:36:33.016314] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-23T20:36:33.016358] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-23T20:36:33.017657] [INFO ] [main      ] Progress: 384/403 forecasts completed (95.3%). ASTL finished in 0.6s. ETA: 3.2s. Rate: 354.02 forecasts/min
[2025-12-23T20:36:33.028676] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.029786] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-23T20:36:33.029849] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-23T20:36:33.029881] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-23T20:36:33.030769] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:33.030830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.036001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-23T20:36:33.037790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.074732] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-23T20:36:33.074800] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=59.7414%)
[2025-12-23T20:36:33.075202] [INFO ] [main      ] Progress: 385/403 forecasts completed (95.5%). SCM finished in 0.7s. ETA: 3.0s. Rate: 354.62 forecasts/min
[2025-12-23T20:36:33.075350] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-23T20:36:33.075395] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-23T20:36:33.087136] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.088022] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-23T20:36:33.088072] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-23T20:36:33.088102] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-23T20:36:33.088920] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:33.088979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.093828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:33.095641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:33.096141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:33.096525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.106817] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.188464] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-23T20:36:33.188533] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=53.6314%)
[2025-12-23T20:36:33.188705] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-23T20:36:33.188750] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-23T20:36:33.189876] [INFO ] [main      ] Progress: 386/403 forecasts completed (95.8%). CASS finished in 0.6s. ETA: 2.9s. Rate: 354.92 forecasts/min
[2025-12-23T20:36:33.200176] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.201068] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-23T20:36:33.201131] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-23T20:36:33.201175] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-23T20:36:33.201993] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:33.202054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:33.203818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:33.204340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:33.206824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-23T20:36:33.207668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:33.208321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.215595] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-23
[2025-12-23T20:36:33.383666] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-23
[2025-12-23T20:36:33.390158] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.429525] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-23
[2025-12-23T20:36:33.518333] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-23T20:36:33.518430] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-5.88% (Conf=61.9164%)
[2025-12-23T20:36:33.518840] [INFO ] [main      ] Fetching symbol history for GSBC...
[2025-12-23T20:36:33.518895] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2025-12-23T20:36:33.519672] [INFO ] [main      ] Progress: 387/403 forecasts completed (96.0%). GLTO finished in 0.7s. ETA: 2.7s. Rate: 354.05 forecasts/min
[2025-12-23T20:36:33.529638] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.530420] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2025-12-23T20:36:33.530476] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2025-12-23T20:36:33.530508] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2025-12-23T20:36:33.531314] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-23T20:36:33.531375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.536233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:33.538010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:33.538486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:33.538893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:33.539792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:33.541531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:33.542514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.550858] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-23
[2025-12-23T20:36:33.550920] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.595052] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.625707] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-23T20:36:33.625773] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=49.4084%)
[2025-12-23T20:36:33.625935] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-23T20:36:33.625981] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-23T20:36:33.627702] [INFO ] [main      ] Progress: 388/403 forecasts completed (96.3%). GSL finished in 0.6s. ETA: 2.5s. Rate: 354.38 forecasts/min
[2025-12-23T20:36:33.638801] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.641350] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-23T20:36:33.641403] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-23T20:36:33.641435] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-23T20:36:33.642234] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:33.642293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.647225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.683195] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-23T20:36:33.683261] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=51.0035%)
[2025-12-23T20:36:33.683650] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-23T20:36:33.683701] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-23T20:36:33.683666] [INFO ] [main      ] Progress: 389/403 forecasts completed (96.5%). GME finished in 0.6s. ETA: 2.4s. Rate: 354.99 forecasts/min
[2025-12-23T20:36:33.695216] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.696282] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-23T20:36:33.696335] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-23T20:36:33.696366] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-23T20:36:33.697172] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:33.697234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.702011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:33.703811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:33.704294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:33.704751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:33.705132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-23T20:36:33.707769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.721750] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:33.801362] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-23T20:36:33.801427] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-2.61% (Conf=61.8475%)
[2025-12-23T20:36:33.801597] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-23T20:36:33.801643] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-23T20:36:33.802672] [INFO ] [main      ] Progress: 390/403 forecasts completed (96.8%). ENVX finished in 0.6s. ETA: 2.2s. Rate: 355.26 forecasts/min
[2025-12-23T20:36:33.814029] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:33.814843] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-23T20:36:33.814895] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-23T20:36:33.814926] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-23T20:36:33.815704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:33.815761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:33.820519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-23T20:36:33.821322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:33.887710] [DEBUG] [MAG       ] GSBC: Last date is validated at 2025-12-23
[2025-12-23T20:36:33.994215] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.043762] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.061092] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.154600] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.156553] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2025-12-23T20:36:34.156637] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=53.9295%)
[2025-12-23T20:36:34.156797] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-23T20:36:34.156840] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-23T20:36:34.157826] [INFO ] [main      ] Progress: 391/403 forecasts completed (97.0%). GSBC finished in 0.6s. ETA: 2.0s. Rate: 354.26 forecasts/min
[2025-12-23T20:36:34.165428] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.168193] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.169017] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-23T20:36:34.169068] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-23T20:36:34.169098] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-23T20:36:34.169937] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-23T20:36:34.169996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:34.171679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:34.172176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-23T20:36:34.210676] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.219530] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-23T20:36:34.219620] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=46.0566%)
[2025-12-23T20:36:34.219783] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-23T20:36:34.219825] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-23T20:36:34.220816] [INFO ] [main      ] Progress: 392/403 forecasts completed (97.3%). AVK finished in 0.6s. ETA: 1.9s. Rate: 354.83 forecasts/min
[2025-12-23T20:36:34.222252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-23T20:36:34.224614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.232186] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.233293] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-23T20:36:34.233357] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-23T20:36:34.233400] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-23T20:36:34.234499] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-23T20:36:34.234561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:34.236368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:34.237086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:34.237693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-23T20:36:34.240313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-23T20:36:34.242209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.293316] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-23T20:36:34.293382] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=8.07% (Conf=50.1219%)
[2025-12-23T20:36:34.293538] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-23T20:36:34.293780] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-23T20:36:34.295069] [INFO ] [main      ] Progress: 393/403 forecasts completed (97.5%). BDSX finished in 0.6s. ETA: 1.7s. Rate: 355.34 forecasts/min
[2025-12-23T20:36:34.304824] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.305866] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-23T20:36:34.305918] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-23T20:36:34.305949] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-23T20:36:34.306769] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-23T20:36:34.306831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:34.308510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-23T20:36:34.309024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-23T20:36:34.309430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:34.326849] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.391539] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-23T20:36:34.391625] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=47.8626%)
[2025-12-23T20:36:34.391786] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-23T20:36:34.391831] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-23T20:36:34.393657] [INFO ] [main      ] Progress: 394/403 forecasts completed (97.8%). ALVO finished in 0.6s. ETA: 1.5s. Rate: 355.71 forecasts/min
[2025-12-23T20:36:34.402168] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.402927] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-23T20:36:34.402981] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-23T20:36:34.403011] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-23T20:36:34.403785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:34.403846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-23T20:36:34.405541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-23T20:36:34.406091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-23T20:36:34.418977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:34.420106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-23T20:36:34.420809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-23T20:36:34.423515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:34.425066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.521797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-23T20:36:34.522963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-23T20:36:34.524274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-23T20:36:34.544045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.566653] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.596444] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.736834] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.761161] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.769097] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:34.810491] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-23T20:36:34.810558] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=50.8925%)
[2025-12-23T20:36:34.810957] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-23T20:36:34.811007] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-23T20:36:34.811013] [INFO ] [main      ] Progress: 395/403 forecasts completed (98.0%). ENB finished in 0.7s. ETA: 1.4s. Rate: 354.39 forecasts/min
[2025-12-23T20:36:34.824487] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.825541] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-23T20:36:34.825621] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-23T20:36:34.825654] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-23T20:36:34.826442] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:34.826501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:34.827085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-23T20:36:34.829139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.848207] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-23T20:36:34.848290] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=51.7312%)
[2025-12-23T20:36:34.848448] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-23T20:36:34.848490] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-23T20:36:34.849162] [INFO ] [main      ] Progress: 396/403 forecasts completed (98.3%). ARMK finished in 0.6s. ETA: 1.2s. Rate: 355.09 forecasts/min
[2025-12-23T20:36:34.860620] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:34.863345] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-23T20:36:34.863402] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-23T20:36:34.863435] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-23T20:36:34.864230] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:34.864290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-23T20:36:34.865331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:34.886023] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-23
[2025-12-23T20:36:34.927795] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.036543] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-23T20:36:35.036629] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=66.1376%)
[2025-12-23T20:36:35.036988] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-23T20:36:35.037038] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-23T20:36:35.037664] [INFO ] [main      ] Progress: 397/403 forecasts completed (98.5%). FCX finished in 0.7s. ETA: 1.0s. Rate: 354.98 forecasts/min
[2025-12-23T20:36:35.047557] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:35.048792] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-23T20:36:35.048844] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-23T20:36:35.048875] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-23T20:36:35.049694] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-23T20:36:35.049752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-23T20:36:35.050329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:35.051987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:35.054329] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.146632] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-23T20:36:35.146702] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=41.1081%)
[2025-12-23T20:36:35.146862] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-23T20:36:35.146905] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-23T20:36:35.148660] [INFO ] [main      ] Progress: 398/403 forecasts completed (98.8%). XOMA finished in 0.8s. ETA: 0.8s. Rate: 355.29 forecasts/min
[2025-12-23T20:36:35.157673] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:35.159399] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-23T20:36:35.159460] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-23T20:36:35.159492] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-23T20:36:35.160366] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-23T20:36:35.160428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-23T20:36:35.165206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-23T20:36:35.166476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-23T20:36:35.174248] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-23
[2025-12-23T20:36:35.217729] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-23
[2025-12-23T20:36:35.241327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-23T20:36:35.242127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-23T20:36:35.243180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-23T20:36:35.244747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:35.347365] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.388030] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.388261] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-23
[2025-12-23T20:36:35.443462] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-23T20:36:35.443529] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=66.5492%)
[2025-12-23T20:36:35.443715] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-23T20:36:35.443761] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-23T20:36:35.444766] [INFO ] [main      ] Progress: 399/403 forecasts completed (99.0%). WH finished in 0.6s. ETA: 0.7s. Rate: 354.62 forecasts/min
[2025-12-23T20:36:35.454929] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-23T20:36:35.455994] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-23T20:36:35.456048] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-23T20:36:35.456080] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-23T20:36:35.456911] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-23T20:36:35.456970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-23T20:36:35.457856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-23T20:36:35.541538] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-23T20:36:35.541633] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-4.70% (Conf=37.298%)
[2025-12-23T20:36:35.542840] [INFO ] [main      ] Progress: 400/403 forecasts completed (99.3%). PLRX finished in 0.7s. ETA: 0.5s. Rate: 354.99 forecasts/min
[2025-12-23T20:36:35.553290] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.594778] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-23
[2025-12-23T20:36:35.649949] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-23T20:36:35.650017] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=56.7039%)
[2025-12-23T20:36:35.650676] [INFO ] [main      ] Progress: 401/403 forecasts completed (99.5%). ETSY finished in 0.6s. ETA: 0.3s. Rate: 355.31 forecasts/min
[2025-12-23T20:36:35.764337] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:35.802675] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-23
[2025-12-23T20:36:35.845466] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-23T20:36:35.845553] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-8.20% (Conf=74.0614%)
[2025-12-23T20:36:35.845928] [INFO ] [main      ] Progress: 402/403 forecasts completed (99.8%). DOMO finished in 0.7s. ETA: 0.2s. Rate: 355.17 forecasts/min
[2025-12-23T20:36:35.971147] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-24
[2025-12-23T20:36:36.026932] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-23T20:36:36.027003] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=55.9223%)
[2025-12-23T20:36:36.027632] [INFO ] [main      ] Progress: 403/403 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 355.11 forecasts/min
[2025-12-23T20:36:36.054534] [INFO ] [main      ] Parallel forecast generation completed in 1m 8s. Processed 403 forecasts.
[2025-12-23T20:36:36.054752] [INFO ] [main      ] Generated and saved 403 forecast pairs.
[2025-12-23T20:36:36.512415] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (403/403 @ 100.00%)'
[2025-12-23T20:36:36.514027] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-23T20:36:36.514093] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-23T20:36:36.514353] [INFO ] [main      ] Found 27 forecast dates
[2025-12-23T20:36:36.514390] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-23T20:36:36.627167] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-23T20:36:36.630337] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-23T20:36:36.630448] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-23T20:36:36.725327] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-23T20:36:36.726930] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-23T20:36:36.727069] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-23T20:36:36.856738] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-23T20:36:36.858540] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-23T20:36:36.858660] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-23T20:36:36.949621] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-23T20:36:36.951135] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-23T20:36:36.951226] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-23T20:36:37.060482] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-23T20:36:37.081328] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-23T20:36:37.081415] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-23T20:36:37.194775] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-23T20:36:37.196666] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-23T20:36:37.196761] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-23T20:36:37.317224] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-23T20:36:37.319856] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-23T20:36:37.319973] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-23T20:36:37.417886] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-23T20:36:37.419655] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-23T20:36:37.419764] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-23T20:36:37.660261] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-23T20:36:37.663867] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-23T20:36:37.664032] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-23T20:36:37.846249] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-23T20:36:37.849098] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-23T20:36:37.849271] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-23T20:36:38.040133] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-23T20:36:38.042827] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-23T20:36:38.042970] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-23T20:36:38.261859] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-23T20:36:38.265287] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-23T20:36:38.265471] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-23T20:36:38.503822] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-23T20:36:38.507216] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-23T20:36:38.507426] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-23T20:36:38.716849] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-23T20:36:38.720328] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-23T20:36:38.720554] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-23T20:36:38.936318] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-23T20:36:38.940934] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-23T20:36:38.941184] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-23T20:36:39.162633] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-23T20:36:39.165992] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-23T20:36:39.166163] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-23T20:36:39.264164] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-23T20:36:39.265846] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-23T20:36:39.265945] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-23T20:36:39.363810] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-23T20:36:39.365471] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-23T20:36:39.365590] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-23T20:36:39.464336] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-23T20:36:39.465843] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-23T20:36:39.465927] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-23T20:36:39.564628] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-23T20:36:39.566217] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-23T20:36:39.566363] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-23T20:36:39.658005] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-23T20:36:39.659821] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-23T20:36:39.659942] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-23T20:36:39.758747] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-23T20:36:39.760448] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-23T20:36:39.760585] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-23T20:36:39.865636] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-23T20:36:39.867550] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-23T20:36:39.867696] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-23T20:36:39.957640] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-23T20:36:39.959304] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-23T20:36:39.959426] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-23T20:36:40.056093] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-23T20:36:40.057824] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-23T20:36:40.057945] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-23T20:36:40.144195] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-23T20:36:40.145939] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-23T20:36:40.146066] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-23T20:36:40.155758] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-23T20:36:40.155910] [INFO ] [main      ] Generated 27/27 forecast reports
[2025-12-23T20:36:40.155971] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-24.txt
[2025-12-23T20:36:40.585531] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-24'
[2025-12-23T20:36:40.585744] [INFO ] [main      ] Forecast report email sent for 2025-12-24
[2025-12-23T20:36:40.585828] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-23T20:36:40.586029] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-23T20:36:40.586199] [INFO ] [STATE     ] Last completion updated: 2025-12-23T20:36:40.586096