[2026-01-26T20:30:03.038547] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-26T20:30:03.221102] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-26T20:30:03.393303] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-26T20:30:03.571493] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-26T20:30:03.751897] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-26T20:30:03.752240] [WARN ] [STATE     ] State set to: WAITING
[2026-01-26T20:30:03.752305] [INFO ] [STATE     ] Checking service statuses...
[2026-01-26T20:30:03.759019] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:03.763008] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:03.796813] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:03.832506] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:03.864647] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:03.864734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:06.871566] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:06.875329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:06.878816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:06.882269] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:06.885823] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:06.885911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:09.891625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:09.895709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:09.899730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:09.904020] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:09.908181] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:09.908301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:12.913604] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:12.917314] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:12.920847] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:12.924236] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:12.929692] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:12.929838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:15.936108] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:15.941077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:15.945911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:15.950855] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:15.955792] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:15.955902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:18.961450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:18.965246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:18.968991] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:18.972615] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:18.976500] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:18.976628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:21.981153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:21.984585] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:21.987863] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:21.991243] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:21.994860] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:21.994937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:24.999671] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:25.003423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:25.006668] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:25.011720] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:25.015872] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:25.015974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:28.021192] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:28.025164] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:28.029015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:28.032392] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:28.035692] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:28.035767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:31.041701] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:31.046531] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:31.051059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:31.055789] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:31.060491] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:31.060625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:34.067656] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:34.073408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:34.108252] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:34.143552] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:34.178232] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:34.178383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:37.185380] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:37.190973] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:37.196046] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:37.200401] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:37.204830] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:37.204933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:40.209598] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:40.213336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:40.217285] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:40.220773] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:40.224382] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:40.224477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:43.229714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:43.233979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:43.237977] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:43.241686] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:43.245418] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:43.245518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:46.250920] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:46.255759] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:46.260678] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:46.264826] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:46.268855] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:46.268957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:49.275493] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:49.280159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:49.284705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:49.289484] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:49.293997] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:49.294103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:52.299160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:52.303181] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:52.306806] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:52.310479] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:52.313920] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:52.313999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:55.319377] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:55.322996] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:55.326514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:55.330091] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:55.333622] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:55.333715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:30:58.339354] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:30:58.343275] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:30:58.347096] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:30:58.351031] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:30:58.355490] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:30:58.355623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:01.361894] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:01.367543] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:01.371734] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:01.375517] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:01.379386] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:01.379467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:04.384933] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:04.388903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:04.393452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:04.398830] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:04.403961] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:04.404064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:07.409689] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:07.414639] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:07.420199] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:07.425309] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:07.430134] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:07.430235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:10.435532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:10.439546] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:10.443959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:10.448503] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:10.452438] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:10.452554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:13.458202] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:13.462099] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:13.466024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:13.469765] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:13.473661] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:13.473754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:16.479029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:16.482565] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:16.485895] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:16.489128] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:16.492318] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:16.492389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:19.497158] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:19.501042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:19.504732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:19.508511] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:19.512292] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:19.512393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:22.517751] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:22.522154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:22.526349] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:22.530460] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:22.535687] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:22.535828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:25.541112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:25.544796] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:25.548213] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:25.552169] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:25.555675] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:25.555752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:28.560781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:28.564602] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:28.568125] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:28.571560] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:28.575005] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:28.575081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:31.580502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:31.584839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:31.589131] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:31.593267] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:31.597367] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:31.597515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:34.604918] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:34.609973] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:34.614278] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:34.618336] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:34.622424] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:34.622525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:37.631760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:37.636081] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:37.668826] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:37.703885] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:37.736056] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:37.736168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:40.741930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:40.746340] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:40.750243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:40.754156] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:40.757761] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:40.757841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:43.762651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:43.766403] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:43.769965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:43.773448] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:43.776933] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:43.777021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:46.782193] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:46.785949] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:46.793318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:46.797089] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:46.800724] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:46.800814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:49.805735] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:49.809481] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:49.813001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:49.816440] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:49.819895] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:49.819975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:52.825253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:52.829092] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:52.832741] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:52.836866] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:52.841112] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:52.841216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:55.846435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:55.850312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:55.853857] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:55.857450] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:55.860747] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:55.860819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:31:58.866400] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:31:58.870760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:31:58.874643] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:31:58.879211] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:31:58.883451] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:31:58.883570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:01.890978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:01.897076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:01.902722] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:01.908424] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:01.913414] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:01.913615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:04.919030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:04.922428] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:04.926112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:04.930020] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:04.933830] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:04.933927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:07.939849] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:07.946005] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:07.950650] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:07.954396] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:07.958197] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:07.958355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:10.963483] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:10.967522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:10.971030] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:10.974497] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:10.979541] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:10.979716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:13.985952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:13.990225] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:13.994339] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:13.998174] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:14.002136] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:14.002253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:17.009282] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:17.014099] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:17.019971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:17.024778] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:17.029292] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:17.029416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:20.034035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:20.037753] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:20.041936] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:20.045544] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:20.049840] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:20.049947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:23.054775] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:23.058696] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:23.062659] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:23.067101] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:23.071364] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:23.071491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:26.076788] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:26.080624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:26.084170] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:26.088469] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:26.093081] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:26.093191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:29.098914] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:29.103767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:29.108974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:29.113869] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:29.118137] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:29.118271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:32.123510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:32.127978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:32.132290] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:32.136285] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:32.140631] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:32.140736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:35.146146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:35.150295] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:35.154536] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:35.159524] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:35.164176] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:35.164286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:38.169310] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:38.173342] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:38.205494] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:38.237774] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:38.271785] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:38.272079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:41.277371] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:41.281532] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:41.285355] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:41.289508] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:41.293650] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:41.293746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:44.299680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:44.304048] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:44.307782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:44.311384] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:44.315007] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:44.315102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:47.320394] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:47.324084] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:47.327682] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:47.331202] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:47.335133] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:47.335224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:50.340054] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:50.343758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:50.347272] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:50.351027] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:50.354901] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:50.355009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:53.359753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:53.363354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:53.366858] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:53.370290] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:53.373717] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:53.373794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:56.378821] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:56.382656] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:56.386114] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:56.389748] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:56.393210] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:56.393302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:32:59.398621] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:32:59.402361] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:32:59.406132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:32:59.410544] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:32:59.414442] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:32:59.414532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:02.435068] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:02.443053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:02.450602] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:02.472963] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:02.479858] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:02.480141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:05.484836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:05.488521] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:05.492177] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:05.495719] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:05.499662] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:05.499777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:08.506650] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:08.512507] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:08.518257] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:08.523677] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:08.528735] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:08.528854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:11.533995] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:11.537811] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:11.541612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:11.546153] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:11.551785] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:11.551887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:14.558936] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:14.563472] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:14.567972] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:14.573053] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:14.577498] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:14.577640] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:17.583405] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:17.587048] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:17.590546] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:17.593985] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:17.597359] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:17.597457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:20.602872] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:20.607386] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:20.611333] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:20.615169] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:20.619242] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:20.619426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:23.624376] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:23.628044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:23.631317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:23.634717] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:23.637971] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:23.638042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:26.645022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:26.648976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:26.653625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:26.657909] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:26.662040] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:26.662170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:29.667002] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:29.670903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:29.675766] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:29.681145] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:29.686434] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:29.686560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:32.691564] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:32.695325] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:32.699624] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:32.703326] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:32.706873] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:32.706978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:35.713207] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:35.717531] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:35.721605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:35.725771] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:35.729777] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:35.729875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:38.734322] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:38.737935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:38.741778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:38.745562] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:38.749391] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:38.749466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:41.755468] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:41.759755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:41.763416] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:41.768058] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:41.772915] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:41.773038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:44.778228] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:44.781923] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:44.785292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:44.789962] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:44.793628] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:44.793703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:47.799027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:47.802839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:47.806225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:47.809818] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:47.813246] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:47.813316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:50.818264] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:50.822334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:50.826229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:50.829916] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:50.833924] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:50.834061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:53.839088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:53.842894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:53.847439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:53.852186] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:53.857032] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:53.857143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:56.863910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:56.867588] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:56.870980] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:56.874679] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:56.877943] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:56.878024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:33:59.883550] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:33:59.886966] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:33:59.891230] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:33:59.894910] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:33:59.898358] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:33:59.898450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:02.903607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:02.907374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:02.910836] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:02.914140] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:02.917592] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:02.917684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:05.922347] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:05.925832] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:05.929169] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:05.932422] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:05.935707] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:05.935780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:08.940615] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:08.944469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:08.949434] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:08.953773] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:08.958864] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:08.958994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:11.967452] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:11.987704] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:11.995328] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:12.009545] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:12.015834] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:12.016183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:15.021545] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:15.025989] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:15.030451] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:15.034869] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:15.039036] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:15.039146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:18.045451] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:18.048938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:18.052587] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:18.056313] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:18.060094] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:18.060189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:21.067006] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:21.071425] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:21.075958] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:21.080953] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:21.085892] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:21.085993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:24.091279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:24.095101] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:24.099120] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:24.102796] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:24.106441] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:24.106540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:27.113556] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:27.117976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:27.122074] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:27.126393] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:27.130662] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:27.130760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:30.137657] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:30.142323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:30.146145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:30.149518] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:30.153460] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:30.153551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:33.161452] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:33.165683] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:33.169428] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:33.173538] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:33.177227] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:33.177326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:36.182589] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:36.186594] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:36.190620] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:36.194339] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:36.197925] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:36.198005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:39.204458] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:39.209336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:39.244413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:39.277855] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:39.311916] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:39.312043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:42.317812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:42.322222] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:42.327006] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:42.332015] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:42.336722] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:42.336820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:45.341800] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:45.346645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:45.351287] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:45.355835] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:45.360146] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:45.360231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:48.365167] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:48.369606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:48.373407] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:48.377093] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:48.380790] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:48.380884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:51.385880] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:51.389512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:51.392931] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:51.396226] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:51.399972] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:51.400068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:54.404947] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:54.408407] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:54.412302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:54.416491] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:54.420041] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:54.420129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:34:57.425082] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:34:57.428809] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:34:57.432325] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:34:57.435729] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:34:57.439067] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:34:57.439146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:00.444275] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:00.447845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:00.452413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:00.456326] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:00.460225] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:00.460627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:03.465989] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:03.471372] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:03.475984] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:03.480565] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:03.484731] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:03.484852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:06.490667] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:06.494684] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:06.498779] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:06.503092] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:06.507116] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:06.507211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:09.513407] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:09.517882] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:09.522410] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:09.532035] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:09.536687] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:09.536780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:12.542568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:12.546512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:12.550332] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:12.553884] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:12.557550] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:12.557662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:15.562752] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:15.566486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:15.570487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:15.574386] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:15.578334] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:15.578525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:18.583211] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:18.586761] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:18.590522] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:18.594174] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:18.597770] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:18.597865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:21.602882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:21.606863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:21.610918] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:21.614506] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:21.617891] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:21.617981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:24.623707] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:24.627978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:24.631636] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:24.634978] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:24.638554] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:24.638653] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:27.644500] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:27.649312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:27.654013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:27.658428] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:27.662003] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:27.662089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:30.667338] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:30.671071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:30.674829] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:30.678325] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:30.681991] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:30.682081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:33.687197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:33.691605] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:33.695689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:33.699702] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:33.703143] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:33.703218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:36.707617] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:36.711067] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:36.714476] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-26T20:35:36.717897] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:36.721240] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:36.721395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-26T20:35:39.726640] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-26T20:35:39.730423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:39.734366] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-26T20:35:39.737734] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-26), and is a dependency of this service.
[2026-01-26T20:35:39.741695] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-26T20:35:39.745993] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-26T20:35:39.746322] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-26T20:35:39.746471] [INFO ] [MODE      ] Using multithreaded
[2026-01-26T20:35:39.746549] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-26T20:35:39.752968] [DEBUG] [REMOTE    ] Found 72 available forecast dates.
[2026-01-26T20:35:39.753209] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-27.txt'.
[2026-01-26T20:35:39.760368] [DEBUG] [REMOTE    ] Fetched 3474 signal forecasts for 2026-01-27.
[2026-01-26T20:35:39.793317] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-26T20:35:39.794627] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-26T20:35:39.794692] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-26T20:35:40.521465] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-26T20:35:40.531737] [INFO ] [MODE      ] Using multithreaded
[2026-01-26T20:35:40.531890] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-26T20:35:40.531951] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-26T20:35:40.539404] [DEBUG] [REMOTE    ] Found 72 available forecast dates.
[2026-01-26T20:35:40.539711] [INFO ] [main      ] Found available forecast date (2026-01-27).
[2026-01-26T20:35:40.539802] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-27.txt'.
[2026-01-26T20:35:40.547729] [DEBUG] [REMOTE    ] Fetched 3474 signal forecasts for 2026-01-27.
[2026-01-26T20:35:40.548211] [INFO ] [main      ] Fetched 3474 forecasts.
[2026-01-26T20:35:40.548512] [INFO ] [main      ] Found 392 high-confidence bullish forecasts (>= 90.0%).
[2026-01-26T20:35:40.548600] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 392 symbols
[2026-01-26T20:35:40.579773] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-26T20:35:40.579921] [INFO ] [main      ] Fetching symbol history for GPRE...
[2026-01-26T20:35:40.579881] [INFO ] [main      ] Fetching symbol history for OABI...
[2026-01-26T20:35:40.580176] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-26T20:35:40.580221] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2026-01-26T20:35:40.580229] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2026-01-26T20:35:40.581845] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-26T20:35:40.582160] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-26T20:35:40.615482] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:40.616845] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2026-01-26T20:35:40.616941] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2026-01-26T20:35:40.616996] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2026-01-26T20:35:40.617683] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:40.618710] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2026-01-26T20:35:40.618773] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2026-01-26T20:35:40.618810] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2026-01-26T20:35:40.620253] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:40.621382] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:35:40.621405] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-26T20:35:40.621394] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:40.621483] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-26T20:35:40.621492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:40.621506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:40.621539] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-26T20:35:40.622111] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:40.622987] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-26T20:35:40.623052] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-26T20:35:40.623107] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-26T20:35:40.624026] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:40.624165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:40.625532] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:40.625656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:40.628732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:40.630711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:40.631467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:40.631547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:40.633011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:40.633076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:40.633683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:40.634250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:40.634871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:40.635501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:40.636234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:35:40.636266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:40.636814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:40.637756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:40.639035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:40.640733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:35:40.641778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:40.747719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:40.828763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:40.829754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:35:40.832347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:35:40.834371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:40.981489] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-26
[2026-01-26T20:35:40.993555] [DEBUG] [MAG       ] PMAX: Last date is validated at 2026-01-26
[2026-01-26T20:35:40.995543] [DEBUG] [MAG       ] GPRE: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.150901] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.159379] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.163943] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.189075] [DEBUG] [MAG       ] OABI: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.233023] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-26T20:35:41.233292] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.46% (Conf=51.9643%)
[2026-01-26T20:35:41.233582] [INFO ] [main      ] Fetching symbol history for CNK...
[2026-01-26T20:35:41.233637] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2026-01-26T20:35:41.235732] [INFO ] [main      ] Progress: 1/392 forecasts completed (0.3%). DGRE finished in 0.7s. ETA: 4m 29s. Rate: 87.33 forecasts/min
[2026-01-26T20:35:41.245264] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.246141] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2026-01-26T20:35:41.246212] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2026-01-26T20:35:41.246247] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2026-01-26T20:35:41.247056] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:41.247135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:41.249211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:41.250049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:41.250795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:41.251464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:41.251537] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-26T20:35:41.251638] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=9.70% (Conf=47.8997%)
[2026-01-26T20:35:41.252123] [INFO ] [main      ] Fetching symbol history for STEM...
[2026-01-26T20:35:41.252180] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2026-01-26T20:35:41.252644] [INFO ] [main      ] Progress: 2/392 forecasts completed (0.5%). PMAX finished in 0.7s. ETA: 2m 17s. Rate: 170.46 forecasts/min
[2026-01-26T20:35:41.255858] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2026-01-26T20:35:41.255950] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-1.11% (Conf=72.8115%)
[2026-01-26T20:35:41.256613] [INFO ] [main      ] Fetching symbol history for RRGB...
[2026-01-26T20:35:41.256627] [INFO ] [main      ] Progress: 3/392 forecasts completed (0.8%). GPRE finished in 0.7s. ETA: 1m 32s. Rate: 254.25 forecasts/min
[2026-01-26T20:35:41.256672] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2026-01-26T20:35:41.263958] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.265027] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2026-01-26T20:35:41.265082] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2026-01-26T20:35:41.265114] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2026-01-26T20:35:41.266209] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:41.266272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.268097] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.269679] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2026-01-26T20:35:41.269770] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2026-01-26T20:35:41.269806] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2026-01-26T20:35:41.271093] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:41.271156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.272204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:41.273156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:41.274081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:41.276018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:41.276134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:41.276808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.278145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:41.278769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:41.279225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:41.280470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:41.281198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.304776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:41.306302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.374634] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.458287] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2026-01-26T20:35:41.458365] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-3.07% (Conf=36.8497%)
[2026-01-26T20:35:41.458823] [INFO ] [main      ] Progress: 4/392 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 28s. Rate: 263.69 forecasts/min
[2026-01-26T20:35:41.458966] [INFO ] [main      ] Fetching symbol history for TS...
[2026-01-26T20:35:41.459014] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2026-01-26T20:35:41.470042] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.471206] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2026-01-26T20:35:41.471260] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2026-01-26T20:35:41.471294] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2026-01-26T20:35:41.472099] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:41.472175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.477936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.628221] [DEBUG] [MAG       ] RRGB: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.629674] [DEBUG] [MAG       ] STEM: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.648372] [DEBUG] [MAG       ] CNK: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.808620] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.811069] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.823604] [DEBUG] [MAG       ] TS: Last date is validated at 2026-01-26
[2026-01-26T20:35:41.825252] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:41.880550] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2026-01-26T20:35:41.880639] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-6.33% (Conf=56.0096%)
[2026-01-26T20:35:41.881017] [INFO ] [main      ] Fetching symbol history for CBNK...
[2026-01-26T20:35:41.881072] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2026-01-26T20:35:41.881669] [INFO ] [main      ] Progress: 5/392 forecasts completed (1.3%). RRGB finished in 0.6s. ETA: 1m 43s. Rate: 225.06 forecasts/min
[2026-01-26T20:35:41.892087] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.892867] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2026-01-26T20:35:41.892923] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2026-01-26T20:35:41.892957] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2026-01-26T20:35:41.893771] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:41.893833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.898942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:41.910521] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2026-01-26T20:35:41.910605] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-1.30% (Conf=53.3928%)
[2026-01-26T20:35:41.910978] [INFO ] [main      ] Fetching symbol history for SEM...
[2026-01-26T20:35:41.911030] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2026-01-26T20:35:41.911644] [INFO ] [main      ] Progress: 6/392 forecasts completed (1.5%). CNK finished in 0.7s. ETA: 1m 28s. Rate: 264.13 forecasts/min
[2026-01-26T20:35:41.915044] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2026-01-26T20:35:41.915147] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-5.66% (Conf=59.8362%)
[2026-01-26T20:35:41.915314] [INFO ] [main      ] Fetching symbol history for SOJC...
[2026-01-26T20:35:41.915370] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2026-01-26T20:35:41.916626] [INFO ] [main      ] Progress: 7/392 forecasts completed (1.8%). STEM finished in 0.7s. ETA: 1m 15s. Rate: 307.02 forecasts/min
[2026-01-26T20:35:41.922251] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.923391] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2026-01-26T20:35:41.923442] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2026-01-26T20:35:41.923473] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2026-01-26T20:35:41.924245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:41.924306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.927111] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:41.927986] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2026-01-26T20:35:41.928043] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2026-01-26T20:35:41.928076] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2026-01-26T20:35:41.928893] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:41.928954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:41.929208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:41.931045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:41.931518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:41.931953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:35:41.933502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.933766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:41.935567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:41.936088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:41.975497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:41.997251] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:42.015006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:42.062750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:42.063753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.088410] [INFO ] [LOCAL     ] TS: Saved forecast.
[2026-01-26T20:35:42.088490] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=2.69% (Conf=63.9039%)
[2026-01-26T20:35:42.088891] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-26T20:35:42.088952] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-26T20:35:42.090007] [INFO ] [main      ] Progress: 8/392 forecasts completed (2.0%). TS finished in 0.6s. ETA: 1m 14s. Rate: 311.42 forecasts/min
[2026-01-26T20:35:42.102629] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:42.103413] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-26T20:35:42.103480] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-26T20:35:42.103513] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-26T20:35:42.104302] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:42.104366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:42.109200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:35:42.110608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:42.112423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:42.112950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:42.114089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:42.116135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:35:42.119024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.268811] [DEBUG] [MAG       ] SEM: Last date is validated at 2026-01-26
[2026-01-26T20:35:42.321607] [DEBUG] [MAG       ] SOJC: Last date is validated at 2026-01-26
[2026-01-26T20:35:42.412908] [DEBUG] [MAG       ] CBNK: Last date is validated at 2026-01-26
[2026-01-26T20:35:42.437982] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:42.465567] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-26
[2026-01-26T20:35:42.491683] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:42.512987] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2026-01-26T20:35:42.513059] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=0.65% (Conf=67.642%)
[2026-01-26T20:35:42.513397] [INFO ] [main      ] Fetching symbol history for TFII...
[2026-01-26T20:35:42.513446] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2026-01-26T20:35:42.513665] [INFO ] [main      ] Progress: 9/392 forecasts completed (2.3%). SEM finished in 0.6s. ETA: 1m 24s. Rate: 274.81 forecasts/min
[2026-01-26T20:35:42.524113] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:42.525216] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2026-01-26T20:35:42.525268] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2026-01-26T20:35:42.525300] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2026-01-26T20:35:42.526110] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-26T20:35:42.526174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:42.527903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:42.528395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:42.528855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:42.552047] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2026-01-26T20:35:42.552115] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=51.3622%)
[2026-01-26T20:35:42.552596] [INFO ] [main      ] Fetching symbol history for NKSH...
[2026-01-26T20:35:42.552649] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2026-01-26T20:35:42.552667] [INFO ] [main      ] Progress: 10/392 forecasts completed (2.6%). SOJC finished in 0.6s. ETA: 1m 17s. Rate: 299.40 forecasts/min
[2026-01-26T20:35:42.563526] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:42.564661] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2026-01-26T20:35:42.564716] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2026-01-26T20:35:42.564748] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2026-01-26T20:35:42.565539] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:42.565621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:42.566502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:42.567296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:42.570444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.587802] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:42.643384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:42.644467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:42.644601] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:42.645223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:35:42.663005] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2026-01-26T20:35:42.663070] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=42.2973%)
[2026-01-26T20:35:42.663428] [INFO ] [main      ] Fetching symbol history for VALE...
[2026-01-26T20:35:42.663477] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2026-01-26T20:35:42.663658] [INFO ] [main      ] Progress: 11/392 forecasts completed (2.8%). CBNK finished in 0.8s. ETA: 1m 13s. Rate: 312.06 forecasts/min
[2026-01-26T20:35:42.664246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:35:42.665513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:35:42.667372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:35:42.668568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:35:42.669342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.674634] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:42.675831] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2026-01-26T20:35:42.675889] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2026-01-26T20:35:42.675922] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2026-01-26T20:35:42.676726] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:42.676787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:42.681563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:42.683365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:42.683868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:42.684303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:42.685095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.760406] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-26T20:35:42.760473] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=1.97% (Conf=40.3916%)
[2026-01-26T20:35:42.760866] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-26T20:35:42.760921] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-26T20:35:42.761740] [INFO ] [main      ] Progress: 12/392 forecasts completed (3.1%). PVL finished in 0.7s. ETA: 1m 10s. Rate: 325.34 forecasts/min
[2026-01-26T20:35:42.771953] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:42.772602] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-26T20:35:42.772654] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-26T20:35:42.772685] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-26T20:35:42.773428] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:42.773488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:42.778264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:42.780021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:42.780486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:42.780915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:42.908301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:35:42.911042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:42.929902] [DEBUG] [MAG       ] NKSH: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.008991] [DEBUG] [MAG       ] TFII: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.029522] [DEBUG] [MAG       ] VALE: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.100058] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.175548] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2026-01-26T20:35:43.175638] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.91% (Conf=55.2775%)
[2026-01-26T20:35:43.176083] [INFO ] [main      ] Fetching symbol history for BFK...
[2026-01-26T20:35:43.176136] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2026-01-26T20:35:43.176625] [INFO ] [main      ] Progress: 13/392 forecasts completed (3.3%). NKSH finished in 0.6s. ETA: 1m 17s. Rate: 296.81 forecasts/min
[2026-01-26T20:35:43.180539] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.188992] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.189898] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2026-01-26T20:35:43.189957] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2026-01-26T20:35:43.189990] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2026-01-26T20:35:43.191044] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:43.191105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:43.191932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:43.193604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:43.194329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.206432] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.247954] [DEBUG] [MAG       ] BBLG: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.272255] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2026-01-26T20:35:43.272325] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=1.48% (Conf=53.6249%)
[2026-01-26T20:35:43.272711] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-26T20:35:43.272765] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-26T20:35:43.274496] [INFO ] [main      ] Progress: 14/392 forecasts completed (3.6%). VALE finished in 0.6s. ETA: 1m 14s. Rate: 308.16 forecasts/min
[2026-01-26T20:35:43.284814] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.285714] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-26T20:35:43.285768] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-26T20:35:43.285802] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-26T20:35:43.286618] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:43.286680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:43.287551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:43.288534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:43.290560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.303706] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2026-01-26T20:35:43.303771] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=-2.27% (Conf=54.7349%)
[2026-01-26T20:35:43.304142] [INFO ] [main      ] Progress: 15/392 forecasts completed (3.8%). TFII finished in 0.8s. ETA: 1m 9s. Rate: 326.62 forecasts/min
[2026-01-26T20:35:43.304272] [INFO ] [main      ] Fetching symbol history for RAIL...
[2026-01-26T20:35:43.304324] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2026-01-26T20:35:43.315623] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.316645] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2026-01-26T20:35:43.316702] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2026-01-26T20:35:43.316734] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2026-01-26T20:35:43.317896] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:43.317981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:43.322467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.416878] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.482910] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-26T20:35:43.482991] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-2.56% (Conf=55.629%)
[2026-01-26T20:35:43.483348] [INFO ] [main      ] Fetching symbol history for IEF...
[2026-01-26T20:35:43.483400] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2026-01-26T20:35:43.484662] [INFO ] [main      ] Progress: 16/392 forecasts completed (4.1%). BBLG finished in 0.7s. ETA: 1m 9s. Rate: 326.98 forecasts/min
[2026-01-26T20:35:43.495215] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.496178] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2026-01-26T20:35:43.496231] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2026-01-26T20:35:43.496265] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2026-01-26T20:35:43.497390] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:43.497485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:43.502422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:43.504303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:43.504802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:43.505201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:43.506093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:43.506549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:43.507688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:43.509707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.540103] [DEBUG] [MAG       ] BFK: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.647441] [DEBUG] [MAG       ] IBM: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.658871] [DEBUG] [MAG       ] RAIL: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.715728] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.771041] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2026-01-26T20:35:43.771109] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=46.1078%)
[2026-01-26T20:35:43.771443] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2026-01-26T20:35:43.771492] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2026-01-26T20:35:43.771656] [INFO ] [main      ] Progress: 17/392 forecasts completed (4.3%). BFK finished in 0.6s. ETA: 1m 11s. Rate: 316.48 forecasts/min
[2026-01-26T20:35:43.783188] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.784492] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2026-01-26T20:35:43.784552] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2026-01-26T20:35:43.784610] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2026-01-26T20:35:43.785420] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:43.785481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:43.790405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:43.791221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:43.793239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:43.797549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.827272] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.834717] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:43.852236] [DEBUG] [MAG       ] IEF: Last date is validated at 2026-01-26
[2026-01-26T20:35:43.896435] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2026-01-26T20:35:43.896507] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-1.73% (Conf=49.2043%)
[2026-01-26T20:35:43.896959] [INFO ] [main      ] Progress: 18/392 forecasts completed (4.6%). RAIL finished in 0.6s. ETA: 1m 10s. Rate: 322.55 forecasts/min
[2026-01-26T20:35:43.897094] [INFO ] [main      ] Fetching symbol history for LPSN...
[2026-01-26T20:35:43.897137] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2026-01-26T20:35:43.910773] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.911945] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2026-01-26T20:35:43.912008] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2026-01-26T20:35:43.912041] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2026-01-26T20:35:43.912874] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:43.912934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:43.913682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:43.914320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:43.980216] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-26T20:35:43.980286] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=72.4875%)
[2026-01-26T20:35:43.980712] [INFO ] [main      ] Fetching symbol history for FEPI...
[2026-01-26T20:35:43.980783] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2026-01-26T20:35:43.981701] [INFO ] [main      ] Progress: 19/392 forecasts completed (4.8%). IBM finished in 0.7s. ETA: 1m 7s. Rate: 332.07 forecasts/min
[2026-01-26T20:35:43.995446] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:43.996655] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2026-01-26T20:35:43.996716] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2026-01-26T20:35:43.996749] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2026-01-26T20:35:43.997877] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:43.997942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:43.999814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:44.000429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:44.000934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:44.001936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.022040] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:44.093470] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2026-01-26T20:35:44.093535] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=48.7917%)
[2026-01-26T20:35:44.093913] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-26T20:35:44.093967] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-26T20:35:44.095736] [INFO ] [main      ] Progress: 20/392 forecasts completed (5.1%). IEF finished in 0.6s. ETA: 1m 6s. Rate: 338.31 forecasts/min
[2026-01-26T20:35:44.104981] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:44.106120] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-26T20:35:44.106179] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-26T20:35:44.106211] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-26T20:35:44.106988] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:44.107059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:44.108725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:35:44.109476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.139875] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.256503] [DEBUG] [MAG       ] LPSN: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.310298] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:44.357240] [DEBUG] [MAG       ] FEPI: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.373965] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2026-01-26T20:35:44.374029] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=1.71% (Conf=61.7618%)
[2026-01-26T20:35:44.374394] [INFO ] [main      ] Fetching symbol history for KBWB...
[2026-01-26T20:35:44.374447] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2026-01-26T20:35:44.375652] [INFO ] [main      ] Progress: 21/392 forecasts completed (5.4%). BPYPM finished in 0.6s. ETA: 1m 8s. Rate: 329.24 forecasts/min
[2026-01-26T20:35:44.386108] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:44.387042] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2026-01-26T20:35:44.387105] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2026-01-26T20:35:44.387137] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2026-01-26T20:35:44.387945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:44.388009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:44.389658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:44.392416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:35:44.393847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:35:44.396806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.424207] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:44.448469] [DEBUG] [MAG       ] SO: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.513073] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2026-01-26T20:35:44.513143] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=4.06% (Conf=48.8904%)
[2026-01-26T20:35:44.513488] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2026-01-26T20:35:44.513539] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2026-01-26T20:35:44.514672] [INFO ] [main      ] Progress: 22/392 forecasts completed (5.6%). LPSN finished in 0.6s. ETA: 1m 7s. Rate: 332.83 forecasts/min
[2026-01-26T20:35:44.526221] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:44.527356] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2026-01-26T20:35:44.527407] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2026-01-26T20:35:44.527476] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2026-01-26T20:35:44.528298] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:44.528361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:44.533143] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:44.533230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:44.535035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:44.535520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:44.535938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:44.536842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:44.539484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:44.540196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:35:44.541788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.607168] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2026-01-26T20:35:44.607238] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=45.8567%)
[2026-01-26T20:35:44.607641] [INFO ] [main      ] Progress: 23/392 forecasts completed (5.9%). FEPI finished in 0.6s. ETA: 1m 5s. Rate: 339.99 forecasts/min
[2026-01-26T20:35:44.607775] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-26T20:35:44.607820] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-26T20:35:44.617251] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:44.622365] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:44.624145] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-26T20:35:44.624208] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-26T20:35:44.624241] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-26T20:35:44.625177] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-26T20:35:44.625248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:44.630294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:44.632248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:44.632788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:44.633246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:44.633676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:44.634486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:44.635328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:44.638029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:44.705386] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-26T20:35:44.705461] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=0.76% (Conf=46.663%)
[2026-01-26T20:35:44.705865] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-26T20:35:44.705922] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-26T20:35:44.706784] [INFO ] [main      ] Progress: 24/392 forecasts completed (6.1%). SO finished in 0.6s. ETA: 1m 4s. Rate: 346.31 forecasts/min
[2026-01-26T20:35:44.718512] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:44.719509] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-26T20:35:44.719592] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-26T20:35:44.719629] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-26T20:35:44.720418] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:44.720481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:44.722210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:44.722735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:44.723550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:44.725974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:35:44.727440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.742260] [DEBUG] [MAG       ] KBWB: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.751406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:44.753478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:44.793161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:44.794535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:44.839945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:44.841063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:44.843209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:35:44.845881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:44.879349] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2026-01-26
[2026-01-26T20:35:44.910641] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.002900] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2026-01-26T20:35:45.002968] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=1.55% (Conf=52.0759%)
[2026-01-26T20:35:45.003406] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-26T20:35:45.003458] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-26T20:35:45.003684] [INFO ] [main      ] Progress: 25/392 forecasts completed (6.4%). KBWB finished in 0.6s. ETA: 1m 5s. Rate: 336.70 forecasts/min
[2026-01-26T20:35:45.015817] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.016725] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-26T20:35:45.016776] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-26T20:35:45.016807] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-26T20:35:45.017646] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:45.017708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:45.019399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:45.019928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:45.020339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:45.021149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:45.022274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:45.023604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.057735] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.074415] [DEBUG] [MAG       ] PTON: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.127135] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2026-01-26T20:35:45.127202] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.53% (Conf=57.6102%)
[2026-01-26T20:35:45.127556] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-26T20:35:45.127624] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-26T20:35:45.128529] [INFO ] [main      ] Progress: 26/392 forecasts completed (6.6%). LBTYK finished in 0.6s. ETA: 1m 4s. Rate: 340.62 forecasts/min
[2026-01-26T20:35:45.139803] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.141067] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-26T20:35:45.141125] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-26T20:35:45.141157] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-26T20:35:45.141929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:45.141988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:45.146760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:45.185094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.189794] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.247185] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.361492] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.363065] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.386197] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-26T20:35:45.386266] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.06% (Conf=70.4097%)
[2026-01-26T20:35:45.386642] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-26T20:35:45.386698] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-26T20:35:45.386663] [INFO ] [main      ] Progress: 27/392 forecasts completed (6.9%). PTON finished in 0.7s. ETA: 1m 5s. Rate: 334.85 forecasts/min
[2026-01-26T20:35:45.398402] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.399495] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-26T20:35:45.399548] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-26T20:35:45.399600] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-26T20:35:45.400412] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:45.400476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:45.405503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:45.407510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:45.408058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:45.408525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:45.408952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:45.409909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:45.412458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.435514] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-26T20:35:45.435598] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=31.0434%)
[2026-01-26T20:35:45.435971] [INFO ] [main      ] Fetching symbol history for NAC...
[2026-01-26T20:35:45.436034] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2026-01-26T20:35:45.437644] [INFO ] [main      ] Progress: 28/392 forecasts completed (7.1%). BSMS finished in 0.8s. ETA: 1m 4s. Rate: 343.63 forecasts/min
[2026-01-26T20:35:45.448564] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.449771] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2026-01-26T20:35:45.449836] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2026-01-26T20:35:45.449868] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2026-01-26T20:35:45.450668] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:45.450730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:45.455560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:45.456486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:45.462327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:45.501639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:45.504002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:45.504778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.534940] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.558238] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.605863] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-26T20:35:45.605936] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=56.5781%)
[2026-01-26T20:35:45.606379] [INFO ] [main      ] Fetching symbol history for LXEO...
[2026-01-26T20:35:45.606432] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2026-01-26T20:35:45.606668] [INFO ] [main      ] Progress: 29/392 forecasts completed (7.4%). NRDS finished in 0.6s. ETA: 1m 3s. Rate: 344.01 forecasts/min
[2026-01-26T20:35:45.620801] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.621797] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2026-01-26T20:35:45.621855] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2026-01-26T20:35:45.621887] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2026-01-26T20:35:45.622703] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:45.622761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:45.625169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:35:45.625872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:35:45.627487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.731974] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.775528] [DEBUG] [MAG       ] VIRC: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.805547] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-26T20:35:45.805647] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-1.47% (Conf=55.1319%)
[2026-01-26T20:35:45.805924] [INFO ] [main      ] Fetching symbol history for QBTS...
[2026-01-26T20:35:45.805978] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2026-01-26T20:35:45.806999] [INFO ] [main      ] Progress: 30/392 forecasts completed (7.7%). VTMX finished in 0.7s. ETA: 1m 3s. Rate: 342.31 forecasts/min
[2026-01-26T20:35:45.818112] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:45.819261] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2026-01-26T20:35:45.819314] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2026-01-26T20:35:45.819345] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2026-01-26T20:35:45.820180] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:45.820246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:45.821160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:35:45.825379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:45.827200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:45.827757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:35:45.828864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:35:45.830596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:35:45.831631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:35:45.832351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:45.861286] [DEBUG] [MAG       ] NAC: Last date is validated at 2026-01-26
[2026-01-26T20:35:45.951175] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:45.968169] [DEBUG] [MAG       ] LXEO: Last date is validated at 2026-01-26
[2026-01-26T20:35:46.024713] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-26T20:35:46.024784] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-5.42% (Conf=45.9051%)
[2026-01-26T20:35:46.025135] [INFO ] [main      ] Fetching symbol history for ZM...
[2026-01-26T20:35:46.025187] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2026-01-26T20:35:46.025665] [INFO ] [main      ] Progress: 31/392 forecasts completed (7.9%). VIRC finished in 0.6s. ETA: 1m 4s. Rate: 339.60 forecasts/min
[2026-01-26T20:35:46.037015] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.038168] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2026-01-26T20:35:46.038224] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2026-01-26T20:35:46.038255] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2026-01-26T20:35:46.039081] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:46.039143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.044094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:46.045941] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.110505] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2026-01-26T20:35:46.110600] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=32.5736%)
[2026-01-26T20:35:46.111048] [INFO ] [main      ] Fetching symbol history for EWTX...
[2026-01-26T20:35:46.111103] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2026-01-26T20:35:46.111929] [INFO ] [main      ] Progress: 32/392 forecasts completed (8.2%). NAC finished in 0.7s. ETA: 1m 3s. Rate: 345.12 forecasts/min
[2026-01-26T20:35:46.123361] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.124495] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2026-01-26T20:35:46.124557] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2026-01-26T20:35:46.124611] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2026-01-26T20:35:46.125509] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:46.125592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.130983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:46.133549] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.133653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:46.162566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:35:46.177385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:35:46.179122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:35:46.180004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.181149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.181438] [DEBUG] [MAG       ] QBTS: Last date is validated at 2026-01-26
[2026-01-26T20:35:46.207765] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2026-01-26T20:35:46.207834] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=8.83% (Conf=51.8446%)
[2026-01-26T20:35:46.208008] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-26T20:35:46.208060] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-26T20:35:46.209657] [INFO ] [main      ] Progress: 33/392 forecasts completed (8.4%). LXEO finished in 0.6s. ETA: 1m 2s. Rate: 349.76 forecasts/min
[2026-01-26T20:35:46.222106] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.222954] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-26T20:35:46.223006] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-26T20:35:46.223037] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-26T20:35:46.223834] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:46.223893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.231707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:46.232522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.358402] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.465318] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2026-01-26T20:35:46.465386] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-8.41% (Conf=61.3435%)
[2026-01-26T20:35:46.465765] [INFO ] [main      ] Progress: 34/392 forecasts completed (8.7%). QBTS finished in 0.7s. ETA: 1m 2s. Rate: 344.76 forecasts/min
[2026-01-26T20:35:46.465902] [INFO ] [main      ] Fetching symbol history for QDEL...
[2026-01-26T20:35:46.465947] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2026-01-26T20:35:46.484300] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.485192] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2026-01-26T20:35:46.485249] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2026-01-26T20:35:46.485281] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2026-01-26T20:35:46.486058] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:46.486131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.490968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:46.537120] [DEBUG] [MAG       ] ZM: Last date is validated at 2026-01-26
[2026-01-26T20:35:46.551816] [DEBUG] [MAG       ] EWTX: Last date is validated at 2026-01-26
[2026-01-26T20:35:46.567833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:46.570589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.581711] [DEBUG] [MAG       ] TKO: Last date is validated at 2026-01-26
[2026-01-26T20:35:46.715622] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.733001] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.754972] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:46.831096] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2026-01-26T20:35:46.831515] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=42.4658%)
[2026-01-26T20:35:46.831897] [INFO ] [main      ] Fetching symbol history for FRBA...
[2026-01-26T20:35:46.831958] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2026-01-26T20:35:46.831942] [INFO ] [main      ] Progress: 35/392 forecasts completed (8.9%). ZM finished in 0.8s. ETA: 1m 4s. Rate: 334.22 forecasts/min
[2026-01-26T20:35:46.833885] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2026-01-26T20:35:46.833956] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=-2.05% (Conf=57.7345%)
[2026-01-26T20:35:46.834118] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-26T20:35:46.834168] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-26T20:35:46.834306] [INFO ] [main      ] Progress: 36/392 forecasts completed (9.2%). EWTX finished in 0.7s. ETA: 1m 2s. Rate: 343.64 forecasts/min
[2026-01-26T20:35:46.844948] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.846103] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.847132] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2026-01-26T20:35:46.847198] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2026-01-26T20:35:46.847232] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2026-01-26T20:35:46.847681] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-26T20:35:46.847780] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-26T20:35:46.847815] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-26T20:35:46.848288] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:46.848352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.848921] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:46.848998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:46.850874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:46.851428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:46.851878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:46.852676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:46.853262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:46.854250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:35:46.855319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:46.856030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:35:46.857151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.874642] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-26T20:35:46.874724] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=3.30% (Conf=46.5912%)
[2026-01-26T20:35:46.874902] [INFO ] [main      ] Fetching symbol history for CNS...
[2026-01-26T20:35:46.874953] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2026-01-26T20:35:46.876825] [INFO ] [main      ] Progress: 37/392 forecasts completed (9.4%). TKO finished in 0.7s. ETA: 1m 1s. Rate: 350.81 forecasts/min
[2026-01-26T20:35:46.890311] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:46.891272] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2026-01-26T20:35:46.891329] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2026-01-26T20:35:46.891360] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2026-01-26T20:35:46.892162] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:46.892225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:46.894414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:46.897219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:46.897726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.899126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:46.899642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:46.900055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:35:46.900859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:35:46.901742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:46.914653] [DEBUG] [MAG       ] QDEL: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.082140] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:47.182125] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2026-01-26T20:35:47.182202] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=7.58% (Conf=57.2988%)
[2026-01-26T20:35:47.182539] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2026-01-26T20:35:47.182605] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2026-01-26T20:35:47.182672] [INFO ] [main      ] Progress: 38/392 forecasts completed (9.7%). QDEL finished in 0.7s. ETA: 1m 2s. Rate: 343.68 forecasts/min
[2026-01-26T20:35:47.193980] [DEBUG] [MAG       ] FRBA: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.196409] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:47.197655] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2026-01-26T20:35:47.197707] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2026-01-26T20:35:47.197738] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2026-01-26T20:35:47.198502] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:47.198560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:35:47.201349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:47.250802] [DEBUG] [MAG       ] CNS: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.288692] [DEBUG] [MAG       ] ARLP: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.363418] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:47.425617] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:47.431501] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2026-01-26T20:35:47.431592] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=3.81% (Conf=59.1137%)
[2026-01-26T20:35:47.431763] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-26T20:35:47.431809] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-26T20:35:47.433818] [INFO ] [main      ] Progress: 39/392 forecasts completed (9.9%). FRBA finished in 0.6s. ETA: 1m 2s. Rate: 339.86 forecasts/min
[2026-01-26T20:35:47.443758] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:47.445056] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-26T20:35:47.445122] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-26T20:35:47.445157] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-26T20:35:47.446062] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:47.446125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:47.447060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:47.448221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:47.449506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:47.450244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:35:47.450985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:47.479683] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:47.519112] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2026-01-26T20:35:47.519188] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=55.4765%)
[2026-01-26T20:35:47.519346] [INFO ] [main      ] Fetching symbol history for BUD...
[2026-01-26T20:35:47.519401] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2026-01-26T20:35:47.519914] [INFO ] [main      ] Progress: 40/392 forecasts completed (10.2%). CNS finished in 0.6s. ETA: 1m 1s. Rate: 344.27 forecasts/min
[2026-01-26T20:35:47.533455] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:47.534272] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2026-01-26T20:35:47.534328] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2026-01-26T20:35:47.534360] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2026-01-26T20:35:47.535153] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:47.535213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:47.536747] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.540434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:47.543387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:35:47.559240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:47.567561] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-26T20:35:47.567717] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=70.8363%)
[2026-01-26T20:35:47.567890] [INFO ] [main      ] Fetching symbol history for HSIC...
[2026-01-26T20:35:47.567944] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2026-01-26T20:35:47.569193] [INFO ] [main      ] Progress: 41/392 forecasts completed (10.5%). ARLP finished in 0.7s. ETA: 1m 0s. Rate: 350.40 forecasts/min
[2026-01-26T20:35:47.580331] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:47.581255] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2026-01-26T20:35:47.581315] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2026-01-26T20:35:47.581348] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2026-01-26T20:35:47.582251] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:47.582315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:47.587493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:47.590194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:47.630247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:47.631539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:47.704551] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:47.759215] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2026-01-26T20:35:47.759282] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=-0.04% (Conf=42.0371%)
[2026-01-26T20:35:47.759660] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-26T20:35:47.759712] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-26T20:35:47.759695] [INFO ] [main      ] Progress: 42/392 forecasts completed (10.7%). AGNCM finished in 0.6s. ETA: 1m 0s. Rate: 349.46 forecasts/min
[2026-01-26T20:35:47.772990] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:47.774093] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-26T20:35:47.774147] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-26T20:35:47.774179] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-26T20:35:47.775003] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:47.775064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:47.776761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:47.777287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:47.777744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:47.778660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:47.781057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:47.782739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:47.809809] [DEBUG] [MAG       ] AMG: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.908305] [DEBUG] [MAG       ] BUD: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.976864] [DEBUG] [MAG       ] HSIC: Last date is validated at 2026-01-26
[2026-01-26T20:35:47.996292] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.084002] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.122942] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-26
[2026-01-26T20:35:48.128103] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-26T20:35:48.128189] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=0.74% (Conf=52.9908%)
[2026-01-26T20:35:48.128597] [INFO ] [main      ] Fetching symbol history for EMBC...
[2026-01-26T20:35:48.128655] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2026-01-26T20:35:48.129656] [INFO ] [main      ] Progress: 43/392 forecasts completed (11.0%). AMG finished in 0.7s. ETA: 1m 2s. Rate: 340.32 forecasts/min
[2026-01-26T20:35:48.140210] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.141161] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2026-01-26T20:35:48.141218] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2026-01-26T20:35:48.141262] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2026-01-26T20:35:48.142146] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:48.142221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:48.144109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.150640] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.183700] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2026-01-26T20:35:48.183779] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=57.7443%)
[2026-01-26T20:35:48.184160] [INFO ] [main      ] Fetching symbol history for NTRB...
[2026-01-26T20:35:48.184211] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2026-01-26T20:35:48.184187] [INFO ] [main      ] Progress: 44/392 forecasts completed (11.2%). BUD finished in 0.7s. ETA: 1m 0s. Rate: 345.75 forecasts/min
[2026-01-26T20:35:48.197180] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.198010] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2026-01-26T20:35:48.198064] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2026-01-26T20:35:48.198098] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2026-01-26T20:35:48.198905] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:48.198966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:48.199886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:48.242310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:35:48.243216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:48.246122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.255907] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2026-01-26T20:35:48.255973] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=53.8517%)
[2026-01-26T20:35:48.256140] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-26T20:35:48.256184] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-26T20:35:48.256835] [INFO ] [main      ] Progress: 45/392 forecasts completed (11.5%). HSIC finished in 0.7s. ETA: 59.4s. Rate: 350.28 forecasts/min
[2026-01-26T20:35:48.268344] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.269242] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-26T20:35:48.269302] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-26T20:35:48.269335] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-26T20:35:48.270175] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:48.270247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:48.271224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.294727] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.351451] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-26T20:35:48.351521] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=48.6561%)
[2026-01-26T20:35:48.351700] [INFO ] [main      ] Fetching symbol history for EVGO...
[2026-01-26T20:35:48.351745] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2026-01-26T20:35:48.353609] [INFO ] [main      ] Progress: 46/392 forecasts completed (11.7%). MYN finished in 0.6s. ETA: 58.7s. Rate: 353.62 forecasts/min
[2026-01-26T20:35:48.365680] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.366529] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2026-01-26T20:35:48.366603] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2026-01-26T20:35:48.366637] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2026-01-26T20:35:48.367450] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:48.367512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:48.372251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:48.374206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:48.374850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:48.375239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:48.376104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:48.377873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:48.378591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.503254] [DEBUG] [MAG       ] EMBC: Last date is validated at 2026-01-26
[2026-01-26T20:35:48.605150] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-26
[2026-01-26T20:35:48.605915] [DEBUG] [MAG       ] NTRB: Last date is validated at 2026-01-26
[2026-01-26T20:35:48.693452] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.721516] [DEBUG] [MAG       ] EVGO: Last date is validated at 2026-01-26
[2026-01-26T20:35:48.770339] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2026-01-26T20:35:48.770410] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=-9.97% (Conf=57.2327%)
[2026-01-26T20:35:48.770596] [INFO ] [main      ] Fetching symbol history for LSCC...
[2026-01-26T20:35:48.770665] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2026-01-26T20:35:48.771662] [INFO ] [main      ] Progress: 47/392 forecasts completed (12.0%). EMBC finished in 0.6s. ETA: 1m 0s. Rate: 342.94 forecasts/min
[2026-01-26T20:35:48.780691] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.783138] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.784262] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2026-01-26T20:35:48.784320] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2026-01-26T20:35:48.784353] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2026-01-26T20:35:48.785275] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:48.785340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:48.793260] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.859717] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-26T20:35:48.859784] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=54.8975%)
[2026-01-26T20:35:48.860153] [INFO ] [main      ] Fetching symbol history for KRG...
[2026-01-26T20:35:48.860205] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2026-01-26T20:35:48.860678] [INFO ] [main      ] Progress: 48/392 forecasts completed (12.2%). BLX finished in 0.6s. ETA: 59.6s. Rate: 346.49 forecasts/min
[2026-01-26T20:35:48.870941] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2026-01-26T20:35:48.871028] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-4.53% (Conf=46.2138%)
[2026-01-26T20:35:48.871596] [INFO ] [main      ] Fetching symbol history for NVD...
[2026-01-26T20:35:48.871657] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2026-01-26T20:35:48.871643] [INFO ] [main      ] Progress: 49/392 forecasts completed (12.5%). NTRB finished in 0.7s. ETA: 58.3s. Rate: 353.24 forecasts/min
[2026-01-26T20:35:48.874372] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.875332] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2026-01-26T20:35:48.875389] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2026-01-26T20:35:48.875421] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2026-01-26T20:35:48.876204] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:35:48.876269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:48.878809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:48.880600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:48.887292] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.888125] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2026-01-26T20:35:48.888189] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-26T20:35:48.888223] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2026-01-26T20:35:48.889046] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:48.889133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:48.894870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:48.896893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:48.897392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:48.898233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.898233] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:48.909255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:48.911874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:48.914880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:35:48.916297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.960206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:48.962659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:48.963639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:35:48.964442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:48.965840] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2026-01-26T20:35:48.965915] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-3.80% (Conf=58.5049%)
[2026-01-26T20:35:48.966264] [INFO ] [main      ] Progress: 50/392 forecasts completed (12.8%). EVGO finished in 0.6s. ETA: 57.6s. Rate: 356.40 forecasts/min
[2026-01-26T20:35:48.966409] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-26T20:35:48.966453] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-26T20:35:48.966365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:48.967143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:48.968757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:48.971522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:48.980856] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:48.981808] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-26T20:35:48.981868] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-26T20:35:48.981901] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-26T20:35:48.982774] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:48.982852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:48.983605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:49.063221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:49.065531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:35:49.066687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:35:49.072633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:49.263712] [DEBUG] [MAG       ] NVD: Last date is validated at 2026-01-26
[2026-01-26T20:35:49.270106] [DEBUG] [MAG       ] LSCC: Last date is validated at 2026-01-26
[2026-01-26T20:35:49.332971] [DEBUG] [MAG       ] KRG: Last date is validated at 2026-01-26
[2026-01-26T20:35:49.423377] [DEBUG] [MAG       ] KNTK: Last date is validated at 2026-01-26
[2026-01-26T20:35:49.449200] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:49.451839] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:49.508515] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:49.551460] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2026-01-26T20:35:49.551535] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=62.9905%)
[2026-01-26T20:35:49.552139] [INFO ] [main      ] Fetching symbol history for HY...
[2026-01-26T20:35:49.552196] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2026-01-26T20:35:49.552740] [INFO ] [main      ] Progress: 51/392 forecasts completed (13.0%). NVD finished in 0.7s. ETA: 1m 0s. Rate: 339.85 forecasts/min
[2026-01-26T20:35:49.565944] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:49.566916] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2026-01-26T20:35:49.566969] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2026-01-26T20:35:49.567000] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2026-01-26T20:35:49.567288] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2026-01-26T20:35:49.567364] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=0.22% (Conf=50.2604%)
[2026-01-26T20:35:49.567596] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-26T20:35:49.567646] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-26T20:35:49.568214] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:35:49.568310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:49.568656] [INFO ] [main      ] Progress: 52/392 forecasts completed (13.3%). LSCC finished in 0.8s. ETA: 59.0s. Rate: 345.90 forecasts/min
[2026-01-26T20:35:49.573237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:49.575018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:49.575490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:49.581340] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:49.582226] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-26T20:35:49.582288] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-26T20:35:49.582323] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-26T20:35:49.583173] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:49.583236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:49.588377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:49.589267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:49.589905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:35:49.591773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:49.596895] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:49.601098] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2026-01-26T20:35:49.601171] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=-0.09% (Conf=66.0151%)
[2026-01-26T20:35:49.601544] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-26T20:35:49.601606] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-26T20:35:49.602661] [INFO ] [main      ] Progress: 53/392 forecasts completed (13.5%). KRG finished in 0.7s. ETA: 57.9s. Rate: 351.23 forecasts/min
[2026-01-26T20:35:49.616223] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:49.617356] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-26T20:35:49.617784] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-26T20:35:49.617820] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-26T20:35:49.618653] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:49.618717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:49.623807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:49.625755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:49.626247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:49.627149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:49.629654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:35:49.632158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:35:49.635892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:49.693155] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-26T20:35:49.693229] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-2.73% (Conf=58.0805%)
[2026-01-26T20:35:49.693397] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-26T20:35:49.693450] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-26T20:35:49.693474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:49.694181] [INFO ] [main      ] Progress: 54/392 forecasts completed (13.8%). KNTK finished in 0.7s. ETA: 57.2s. Rate: 354.27 forecasts/min
[2026-01-26T20:35:49.695890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:49.708596] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:49.709625] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-26T20:35:49.709685] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-26T20:35:49.709719] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-26T20:35:49.710566] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-26T20:35:49.710671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:49.717030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:49.719141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:49.719707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:49.720174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:49.720602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:49.721385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:49.722270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:49.724877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:49.745785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:35:49.747207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:35:49.751285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:35:49.752986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:49.844930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:49.847194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:49.888743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:49.890112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:49.935015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:49.936477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:49.937938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:49.957462] [DEBUG] [MAG       ] BELFB: Last date is validated at 2026-01-26
[2026-01-26T20:35:49.995540] [DEBUG] [MAG       ] NAVI: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.017013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:35:50.018013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:35:50.019899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:50.022777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:35:50.023886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:50.025964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:50.026739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:50.031403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:50.032672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:35:50.034074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:50.036096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:35:50.039418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:35:50.040129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:50.040851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:50.102488] [DEBUG] [MAG       ] HY: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.129797] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.192724] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.247894] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-26T20:35:50.247965] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-2.46% (Conf=52.5969%)
[2026-01-26T20:35:50.248135] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-26T20:35:50.248189] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-26T20:35:50.249669] [INFO ] [main      ] Progress: 55/392 forecasts completed (14.0%). BELFB finished in 0.7s. ETA: 59.4s. Rate: 340.17 forecasts/min
[2026-01-26T20:35:50.258985] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.260279] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-26T20:35:50.260346] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-26T20:35:50.260386] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-26T20:35:50.261240] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:50.261305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:50.266250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:50.268834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:35:50.270014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:50.270805] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-26T20:35:50.270873] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=2.36% (Conf=74.5298%)
[2026-01-26T20:35:50.271031] [INFO ] [main      ] Fetching symbol history for IMNN...
[2026-01-26T20:35:50.271074] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2026-01-26T20:35:50.271853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:50.272419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:50.272635] [INFO ] [main      ] Progress: 56/392 forecasts completed (14.3%). NAVI finished in 0.7s. ETA: 58.3s. Rate: 345.54 forecasts/min
[2026-01-26T20:35:50.273620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:50.275787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:50.277522] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.285796] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.286662] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2026-01-26T20:35:50.286720] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2026-01-26T20:35:50.286751] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2026-01-26T20:35:50.287671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:50.287736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:50.292537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:50.294329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:50.294832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:50.295608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:35:50.297371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:50.376253] [INFO ] [LOCAL     ] HY: Saved forecast.
[2026-01-26T20:35:50.376321] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=-4.99% (Conf=48.9122%)
[2026-01-26T20:35:50.376688] [INFO ] [main      ] Fetching symbol history for CCL...
[2026-01-26T20:35:50.376743] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2026-01-26T20:35:50.377667] [INFO ] [main      ] Progress: 57/392 forecasts completed (14.5%). HY finished in 0.8s. ETA: 57.8s. Rate: 347.95 forecasts/min
[2026-01-26T20:35:50.382612] [DEBUG] [MAG       ] BUXX: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.393288] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.394443] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2026-01-26T20:35:50.394497] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2026-01-26T20:35:50.394530] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2026-01-26T20:35:50.395355] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:50.395418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:50.397277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:50.397835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:50.398250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:50.399876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:50.556804] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.628162] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.642641] [DEBUG] [MAG       ] IMNN: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.656540] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-26T20:35:50.656624] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-26T20:35:50.657006] [INFO ] [main      ] Progress: 58/392 forecasts completed (14.8%). BUXX finished in 1.0s. ETA: 58.2s. Rate: 344.27 forecasts/min
[2026-01-26T20:35:50.657152] [INFO ] [main      ] Fetching symbol history for SCSC...
[2026-01-26T20:35:50.657196] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2026-01-26T20:35:50.670068] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.671402] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2026-01-26T20:35:50.671461] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2026-01-26T20:35:50.671492] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2026-01-26T20:35:50.672263] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:50.672322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:50.677175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:50.678019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:50.762536] [DEBUG] [MAG       ] CCL: Last date is validated at 2026-01-26
[2026-01-26T20:35:50.808368] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.820985] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.926734] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-26T20:35:50.926803] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2026-01-26T20:35:50.926962] [INFO ] [main      ] Fetching symbol history for GEL...
[2026-01-26T20:35:50.927006] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2026-01-26T20:35:50.927875] [INFO ] [main      ] Progress: 59/392 forecasts completed (15.1%). EDF finished in 0.7s. ETA: 58.6s. Rate: 341.07 forecasts/min
[2026-01-26T20:35:50.934355] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:50.939315] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.940991] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2026-01-26T20:35:50.941052] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2026-01-26T20:35:50.941084] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2026-01-26T20:35:50.941661] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2026-01-26T20:35:50.941734] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=15.10% (Conf=51.5751%)
[2026-01-26T20:35:50.941904] [INFO ] [main      ] Fetching symbol history for LEN...
[2026-01-26T20:35:50.941950] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2026-01-26T20:35:50.941935] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-26T20:35:50.942000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:50.942770] [INFO ] [main      ] Progress: 60/392 forecasts completed (15.3%). IMNN finished in 0.7s. ETA: 57.5s. Rate: 346.35 forecasts/min
[2026-01-26T20:35:50.947185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:50.949217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:50.949724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:50.950124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:50.950873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:50.958273] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:50.959645] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2026-01-26T20:35:50.959703] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2026-01-26T20:35:50.959753] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2026-01-26T20:35:50.960654] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:50.960719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:50.962500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:50.963124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:50.963547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:50.965316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:50.966602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:51.004709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:51.013487] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2026-01-26T20:35:51.013558] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=4.55% (Conf=46.0898%)
[2026-01-26T20:35:51.013934] [INFO ] [main      ] Fetching symbol history for INTZ...
[2026-01-26T20:35:51.013987] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2026-01-26T20:35:51.014207] [INFO ] [main      ] Progress: 61/392 forecasts completed (15.6%). CCL finished in 0.6s. ETA: 56.8s. Rate: 349.72 forecasts/min
[2026-01-26T20:35:51.023087] [DEBUG] [MAG       ] SCSC: Last date is validated at 2026-01-26
[2026-01-26T20:35:51.027988] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.029003] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2026-01-26T20:35:51.029055] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2026-01-26T20:35:51.029087] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2026-01-26T20:35:51.029873] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:51.029945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:51.034776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:51.036554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:51.037045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:51.049757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:51.054717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.077521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:51.082139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:51.083361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:35:51.090831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:51.091552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:35:51.092857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:35:51.095140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:35:51.096680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:35:51.097542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.101420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.191162] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:51.280952] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2026-01-26T20:35:51.281029] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=53.3767%)
[2026-01-26T20:35:51.281472] [INFO ] [main      ] Progress: 62/392 forecasts completed (15.8%). SCSC finished in 0.6s. ETA: 57.1s. Rate: 346.60 forecasts/min
[2026-01-26T20:35:51.281637] [INFO ] [main      ] Fetching symbol history for NWSA...
[2026-01-26T20:35:51.281684] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2026-01-26T20:35:51.295482] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.296708] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2026-01-26T20:35:51.296770] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2026-01-26T20:35:51.296802] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2026-01-26T20:35:51.297655] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:35:51.297721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:51.302735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:51.304077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:35:51.306178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:51.310616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:51.312222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:51.312932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:51.314736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:51.315201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:51.316494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:51.318619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.405899] [DEBUG] [MAG       ] LEN: Last date is validated at 2026-01-26
[2026-01-26T20:35:51.452693] [DEBUG] [MAG       ] INTZ: Last date is validated at 2026-01-26
[2026-01-26T20:35:51.454354] [DEBUG] [MAG       ] GEL: Last date is validated at 2026-01-26
[2026-01-26T20:35:51.578275] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:51.623353] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:51.624093] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:51.658811] [DEBUG] [MAG       ] NWSA: Last date is validated at 2026-01-26
[2026-01-26T20:35:51.687663] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2026-01-26T20:35:51.687729] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=62.5913%)
[2026-01-26T20:35:51.687921] [INFO ] [main      ] Fetching symbol history for KKRS...
[2026-01-26T20:35:51.687966] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2026-01-26T20:35:51.688892] [INFO ] [main      ] Progress: 63/392 forecasts completed (16.1%). LEN finished in 0.7s. ETA: 58.2s. Rate: 339.31 forecasts/min
[2026-01-26T20:35:51.701493] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.702193] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2026-01-26T20:35:51.702253] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=36.1082%)
[2026-01-26T20:35:51.702419] [INFO ] [main      ] Fetching symbol history for ALGM...
[2026-01-26T20:35:51.702475] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2026-01-26T20:35:51.702748] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2026-01-26T20:35:51.702804] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2026-01-26T20:35:51.702836] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2026-01-26T20:35:51.702830] [INFO ] [main      ] Progress: 64/392 forecasts completed (16.3%). GEL finished in 0.8s. ETA: 57.2s. Rate: 344.27 forecasts/min
[2026-01-26T20:35:51.702940] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2026-01-26T20:35:51.702993] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=39.4929%)
[2026-01-26T20:35:51.703161] [INFO ] [main      ] Fetching symbol history for BYRN...
[2026-01-26T20:35:51.703208] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2026-01-26T20:35:51.703664] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:51.703728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:51.703923] [INFO ] [main      ] Progress: 65/392 forecasts completed (16.6%). INTZ finished in 0.7s. ETA: 56.1s. Rate: 349.61 forecasts/min
[2026-01-26T20:35:51.705472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:51.706012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:51.706461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:51.711497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:51.713189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.714701] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.715597] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2026-01-26T20:35:51.715654] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2026-01-26T20:35:51.715686] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2026-01-26T20:35:51.716456] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:51.716518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:51.718876] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.719651] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2026-01-26T20:35:51.719706] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2026-01-26T20:35:51.719739] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2026-01-26T20:35:51.720626] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:51.720691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:51.721615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:51.722444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:51.725945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:51.728454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:51.729044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:51.731995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:51.761693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:35:51.763288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.781319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:51.837346] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:51.922695] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2026-01-26T20:35:51.922762] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=43.0879%)
[2026-01-26T20:35:51.923127] [INFO ] [main      ] Fetching symbol history for SCL...
[2026-01-26T20:35:51.923193] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2026-01-26T20:35:51.923654] [INFO ] [main      ] Progress: 66/392 forecasts completed (16.8%). NWSA finished in 0.6s. ETA: 56.2s. Rate: 348.13 forecasts/min
[2026-01-26T20:35:51.936212] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:51.937400] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2026-01-26T20:35:51.937479] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2026-01-26T20:35:51.937511] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2026-01-26T20:35:51.938330] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:51.938389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:51.939268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:51.989813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:51.990792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:52.066484] [DEBUG] [MAG       ] KKRS: Last date is validated at 2026-01-26
[2026-01-26T20:35:52.122359] [DEBUG] [MAG       ] ALGM: Last date is validated at 2026-01-26
[2026-01-26T20:35:52.239285] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:52.239718] [DEBUG] [MAG       ] BYRN: Last date is validated at 2026-01-26
[2026-01-26T20:35:52.295905] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:52.297727] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2026-01-26T20:35:52.297799] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=61.5009%)
[2026-01-26T20:35:52.297963] [INFO ] [main      ] Fetching symbol history for PVH...
[2026-01-26T20:35:52.298008] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2026-01-26T20:35:52.298689] [INFO ] [main      ] Progress: 67/392 forecasts completed (17.1%). KKRS finished in 0.6s. ETA: 57.0s. Rate: 342.13 forecasts/min
[2026-01-26T20:35:52.311698] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:52.312641] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2026-01-26T20:35:52.312701] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2026-01-26T20:35:52.312732] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2026-01-26T20:35:52.313515] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:52.313601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:52.318629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:35:52.320424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:52.390026] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2026-01-26T20:35:52.390093] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=64.5681%)
[2026-01-26T20:35:52.390295] [INFO ] [main      ] Fetching symbol history for PDP...
[2026-01-26T20:35:52.390348] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2026-01-26T20:35:52.391669] [INFO ] [main      ] Progress: 68/392 forecasts completed (17.3%). ALGM finished in 0.7s. ETA: 56.4s. Rate: 344.51 forecasts/min
[2026-01-26T20:35:52.402488] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:52.403370] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2026-01-26T20:35:52.403423] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2026-01-26T20:35:52.403454] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2026-01-26T20:35:52.404273] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:52.404349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:52.405160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:52.406983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:52.407895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:52.409140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:35:52.410352] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:52.411436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:52.439086] [DEBUG] [MAG       ] SCL: Last date is validated at 2026-01-26
[2026-01-26T20:35:52.510092] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2026-01-26T20:35:52.510171] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=52.3208%)
[2026-01-26T20:35:52.510544] [INFO ] [main      ] Progress: 69/392 forecasts completed (17.6%). BYRN finished in 0.8s. ETA: 56.0s. Rate: 346.10 forecasts/min
[2026-01-26T20:35:52.510719] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-26T20:35:52.510782] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-26T20:35:52.528479] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:52.529657] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-26T20:35:52.529712] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-26T20:35:52.529744] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-26T20:35:52.530608] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:52.530672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:52.532655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:52.533185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:52.533662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:52.620861] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:52.662482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:52.716886] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2026-01-26T20:35:52.716958] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=53.9248%)
[2026-01-26T20:35:52.717127] [INFO ] [main      ] Fetching symbol history for CARS...
[2026-01-26T20:35:52.717177] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2026-01-26T20:35:52.717986] [INFO ] [main      ] Progress: 70/392 forecasts completed (17.9%). SCL finished in 0.8s. ETA: 56.0s. Rate: 345.13 forecasts/min
[2026-01-26T20:35:52.730020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:35:52.733065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:52.733191] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:52.734506] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2026-01-26T20:35:52.734565] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2026-01-26T20:35:52.734620] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2026-01-26T20:35:52.735550] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:52.735635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:52.737769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:52.738467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:52.814519] [DEBUG] [MAG       ] PVH: Last date is validated at 2026-01-26
[2026-01-26T20:35:53.011563] [DEBUG] [MAG       ] PDP: Last date is validated at 2026-01-26
[2026-01-26T20:35:53.094955] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:53.242685] [DEBUG] [MAG       ] KDP: Last date is validated at 2026-01-26
[2026-01-26T20:35:53.256242] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2026-01-26T20:35:53.256332] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=5.55% (Conf=47.3298%)
[2026-01-26T20:35:53.256587] [INFO ] [main      ] Fetching symbol history for MA...
[2026-01-26T20:35:53.256653] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2026-01-26T20:35:53.257054] [INFO ] [main      ] Progress: 71/392 forecasts completed (18.1%). PVH finished in 1.0s. ETA: 57.5s. Rate: 335.21 forecasts/min
[2026-01-26T20:35:53.274532] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:53.276311] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2026-01-26T20:35:53.276402] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2026-01-26T20:35:53.276446] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2026-01-26T20:35:53.277871] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:53.277951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:53.279377] [DEBUG] [MAG       ] CARS: Last date is validated at 2026-01-26
[2026-01-26T20:35:53.282132] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:53.286204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:53.292817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:53.434093] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2026-01-26T20:35:53.434192] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=63.9644%)
[2026-01-26T20:35:53.434453] [INFO ] [main      ] Fetching symbol history for FRPH...
[2026-01-26T20:35:53.434516] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2026-01-26T20:35:53.434989] [INFO ] [main      ] Progress: 72/392 forecasts completed (18.4%). PDP finished in 1.0s. ETA: 57.3s. Rate: 335.24 forecasts/min
[2026-01-26T20:35:53.450304] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:53.451484] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2026-01-26T20:35:53.452116] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2026-01-26T20:35:53.452184] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2026-01-26T20:35:53.453920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:53.454014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:53.455268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:53.456820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:35:53.461808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:53.506707] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:53.535386] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:53.619813] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-26T20:35:53.619915] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-2.35% (Conf=60.414%)
[2026-01-26T20:35:53.620434] [INFO ] [main      ] Progress: 73/392 forecasts completed (18.6%). KDP finished in 1.1s. ETA: 57.1s. Rate: 335.07 forecasts/min
[2026-01-26T20:35:53.620646] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-26T20:35:53.620725] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-26T20:35:53.623125] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2026-01-26T20:35:53.623398] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=47.8687%)
[2026-01-26T20:35:53.623687] [INFO ] [main      ] Fetching symbol history for BHC...
[2026-01-26T20:35:53.623773] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2026-01-26T20:35:53.626894] [INFO ] [main      ] Progress: 74/392 forecasts completed (18.9%). CARS finished in 0.9s. ETA: 56.2s. Rate: 339.50 forecasts/min
[2026-01-26T20:35:53.641327] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:53.642545] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-26T20:35:53.642650] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-26T20:35:53.642706] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-26T20:35:53.644035] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:53.644118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:53.644494] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:53.646111] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2026-01-26T20:35:53.646192] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2026-01-26T20:35:53.646246] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2026-01-26T20:35:53.647533] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:53.650147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:53.652245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:53.652992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:53.653618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:53.656564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:35:53.657387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:53.662419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:53.665524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:53.666333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:53.667867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:53.670987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:53.862234] [DEBUG] [MAG       ] MA: Last date is validated at 2026-01-26
[2026-01-26T20:35:53.949126] [DEBUG] [MAG       ] FRPH: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.055867] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.087005] [DEBUG] [MAG       ] BHC: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.127159] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.149991] [DEBUG] [MAG       ] PHK: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.194991] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2026-01-26T20:35:54.195058] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=53.2826%)
[2026-01-26T20:35:54.195216] [INFO ] [main      ] Fetching symbol history for LQDA...
[2026-01-26T20:35:54.195263] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2026-01-26T20:35:54.195979] [INFO ] [main      ] Progress: 75/392 forecasts completed (19.1%). FRPH finished in 0.8s. ETA: 57.7s. Rate: 329.74 forecasts/min
[2026-01-26T20:35:54.207328] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.207658] [INFO ] [LOCAL     ] MA: Saved forecast.
[2026-01-26T20:35:54.207732] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=57.4444%)
[2026-01-26T20:35:54.207908] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-26T20:35:54.207955] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-26T20:35:54.208423] [INFO ] [main      ] Progress: 76/392 forecasts completed (19.4%). MA finished in 1.0s. ETA: 56.8s. Rate: 333.83 forecasts/min
[2026-01-26T20:35:54.208657] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2026-01-26T20:35:54.208706] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2026-01-26T20:35:54.208736] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2026-01-26T20:35:54.209508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:54.209567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:54.212065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:54.212903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:35:54.214811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:35:54.217197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:54.221799] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.222924] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-26T20:35:54.222990] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-26T20:35:54.223022] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-26T20:35:54.223870] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-26T20:35:54.254011] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.319525] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2026-01-26T20:35:54.319610] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=49.0143%)
[2026-01-26T20:35:54.319777] [INFO ] [main      ] Fetching symbol history for TGLS...
[2026-01-26T20:35:54.319822] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2026-01-26T20:35:54.320882] [INFO ] [main      ] Progress: 77/392 forecasts completed (19.6%). BHC finished in 0.7s. ETA: 56.3s. Rate: 335.46 forecasts/min
[2026-01-26T20:35:54.332768] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.333687] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2026-01-26T20:35:54.333744] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2026-01-26T20:35:54.333776] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2026-01-26T20:35:54.334539] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:54.334621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:54.336396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:54.336923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:54.337396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:54.337855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:54.338620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:54.339706] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.398309] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-26T20:35:54.398380] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-26T20:35:54.398777] [INFO ] [main      ] Fetching symbol history for NXE...
[2026-01-26T20:35:54.398831] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2026-01-26T20:35:54.399654] [INFO ] [main      ] Progress: 78/392 forecasts completed (19.9%). PHK finished in 0.8s. ETA: 55.8s. Rate: 337.88 forecasts/min
[2026-01-26T20:35:54.413297] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.414912] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2026-01-26T20:35:54.414969] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2026-01-26T20:35:54.415001] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2026-01-26T20:35:54.415881] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:54.415943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:54.421162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:54.450436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:54.465166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:54.527648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:54.530432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:54.563812] [DEBUG] [MAG       ] LQDA: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.580020] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.730502] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.749329] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:54.799982] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-26T20:35:54.800050] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=39.6219%)
[2026-01-26T20:35:54.800210] [INFO ] [main      ] Fetching symbol history for DKNG...
[2026-01-26T20:35:54.800253] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2026-01-26T20:35:54.800970] [INFO ] [main      ] Progress: 79/392 forecasts completed (20.2%). FUND finished in 0.6s. ETA: 56.5s. Rate: 332.58 forecasts/min
[2026-01-26T20:35:54.813328] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.814376] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2026-01-26T20:35:54.814428] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2026-01-26T20:35:54.814459] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2026-01-26T20:35:54.815272] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:54.815355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:54.819359] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2026-01-26T20:35:54.819425] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-6.30% (Conf=56.2886%)
[2026-01-26T20:35:54.819745] [INFO ] [main      ] Progress: 80/392 forecasts completed (20.4%). LQDA finished in 0.6s. ETA: 55.7s. Rate: 336.34 forecasts/min
[2026-01-26T20:35:54.819878] [INFO ] [main      ] Fetching symbol history for VTEX...
[2026-01-26T20:35:54.819924] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2026-01-26T20:35:54.820312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:54.822160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:54.822689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:54.823086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:35:54.823114] [DEBUG] [MAG       ] NXE: Last date is validated at 2026-01-26
[2026-01-26T20:35:54.824257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:54.830822] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:54.831844] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2026-01-26T20:35:54.831915] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-26T20:35:54.831948] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2026-01-26T20:35:54.832750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:54.832811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:54.837782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:54.839688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:54.840197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:54.840632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:54.866691] [DEBUG] [MAG       ] TGLS: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.001246] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.033181] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.070885] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2026-01-26T20:35:55.070954] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=53.3323%)
[2026-01-26T20:35:55.071441] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-26T20:35:55.071497] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-26T20:35:55.071668] [INFO ] [main      ] Progress: 81/392 forecasts completed (20.7%). NXE finished in 0.7s. ETA: 55.8s. Rate: 334.64 forecasts/min
[2026-01-26T20:35:55.086544] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.087765] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-26T20:35:55.087820] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-26T20:35:55.087852] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-26T20:35:55.088739] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:55.088804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:55.090795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:55.091347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:55.091876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:55.092784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:35:55.095748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.137794] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2026-01-26T20:35:55.137862] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=53.0028%)
[2026-01-26T20:35:55.138246] [INFO ] [main      ] Progress: 82/392 forecasts completed (20.9%). TGLS finished in 0.8s. ETA: 55.2s. Rate: 337.23 forecasts/min
[2026-01-26T20:35:55.138383] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-26T20:35:55.138425] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-26T20:35:55.152550] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.153463] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-26T20:35:55.153514] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-26T20:35:55.153545] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-26T20:35:55.154315] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:55.158026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:55.161951] [DEBUG] [MAG       ] DKNG: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.162880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:55.164673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:55.165137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:55.165589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:55.167970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:55.169619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:35:55.170628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.187813] [DEBUG] [MAG       ] VTEX: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.332145] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.365971] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.437714] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2026-01-26T20:35:55.437785] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=62.9904%)
[2026-01-26T20:35:55.437958] [INFO ] [main      ] Fetching symbol history for BJ...
[2026-01-26T20:35:55.438007] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2026-01-26T20:35:55.438877] [INFO ] [main      ] Progress: 83/392 forecasts completed (21.2%). VTEX finished in 0.6s. ETA: 55.4s. Rate: 334.45 forecasts/min
[2026-01-26T20:35:55.449894] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.450959] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.451078] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2026-01-26T20:35:55.451133] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2026-01-26T20:35:55.451165] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2026-01-26T20:35:55.452207] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:55.452270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:55.457875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:55.459177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:35:55.460251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.514761] [DEBUG] [MAG       ] MSGS: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.531045] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2026-01-26T20:35:55.531114] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=53.8869%)
[2026-01-26T20:35:55.531274] [INFO ] [main      ] Fetching symbol history for BLBD...
[2026-01-26T20:35:55.531318] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2026-01-26T20:35:55.531791] [INFO ] [main      ] Progress: 84/392 forecasts completed (21.4%). DKNG finished in 0.7s. ETA: 54.9s. Rate: 336.38 forecasts/min
[2026-01-26T20:35:55.545745] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.546831] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2026-01-26T20:35:55.546885] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2026-01-26T20:35:55.546925] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2026-01-26T20:35:55.547942] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:55.548001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:55.548774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:55.549912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:35:55.550842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.620896] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.683963] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:55.720799] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-26T20:35:55.720866] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=-3.56% (Conf=61.4885%)
[2026-01-26T20:35:55.721025] [INFO ] [main      ] Fetching symbol history for SQNS...
[2026-01-26T20:35:55.721068] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2026-01-26T20:35:55.721316] [INFO ] [main      ] Progress: 85/392 forecasts completed (21.7%). LGIH finished in 0.6s. ETA: 54.8s. Rate: 336.13 forecasts/min
[2026-01-26T20:35:55.734516] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.735799] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2026-01-26T20:35:55.735851] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2026-01-26T20:35:55.735882] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2026-01-26T20:35:55.736673] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:35:55.736736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:55.741544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:55.743336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:55.743827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:55.744216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:55.745093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:55.747554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:55.805484] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-26T20:35:55.805550] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=39.2888%)
[2026-01-26T20:35:55.805898] [INFO ] [main      ] Progress: 86/392 forecasts completed (21.9%). MSGS finished in 0.7s. ETA: 54.3s. Rate: 338.20 forecasts/min
[2026-01-26T20:35:55.806025] [INFO ] [main      ] Fetching symbol history for KBWY...
[2026-01-26T20:35:55.806068] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2026-01-26T20:35:55.819838] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:55.820831] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2026-01-26T20:35:55.820889] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2026-01-26T20:35:55.820921] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2026-01-26T20:35:55.821716] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:35:55.821774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:35:55.823837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.829210] [DEBUG] [MAG       ] BJ: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.860050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:55.861273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:35:55.862687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:55.895963] [DEBUG] [MAG       ] BLBD: Last date is validated at 2026-01-26
[2026-01-26T20:35:55.996907] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.068920] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.096645] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2026-01-26T20:35:56.096714] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=46.2187%)
[2026-01-26T20:35:56.096881] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-26T20:35:56.096924] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-26T20:35:56.097861] [INFO ] [main      ] Progress: 87/392 forecasts completed (22.2%). BJ finished in 0.7s. ETA: 54.5s. Rate: 335.71 forecasts/min
[2026-01-26T20:35:56.108316] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.109296] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-26T20:35:56.109347] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-26T20:35:56.109378] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-26T20:35:56.110169] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:56.110229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:56.155167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:35:56.156150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:35:56.160443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:56.161192] [DEBUG] [MAG       ] KBWY: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.177677] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2026-01-26T20:35:56.177748] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=-4.51% (Conf=61.0506%)
[2026-01-26T20:35:56.177910] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-26T20:35:56.177956] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-26T20:35:56.178875] [INFO ] [main      ] Progress: 88/392 forecasts completed (22.4%). BLBD finished in 0.6s. ETA: 54.0s. Rate: 337.81 forecasts/min
[2026-01-26T20:35:56.191477] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.192685] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-26T20:35:56.192747] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-26T20:35:56.192781] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-26T20:35:56.193673] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:56.193737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:56.195551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:56.196116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:56.196528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:56.197483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:56.201626] [DEBUG] [MAG       ] SQNS: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.246919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:56.332389] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.369784] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.387709] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2026-01-26T20:35:56.387778] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=53.2943%)
[2026-01-26T20:35:56.387942] [INFO ] [main      ] Fetching symbol history for NUVL...
[2026-01-26T20:35:56.387986] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2026-01-26T20:35:56.388816] [INFO ] [main      ] Progress: 89/392 forecasts completed (22.7%). KBWY finished in 0.6s. ETA: 53.9s. Rate: 337.12 forecasts/min
[2026-01-26T20:35:56.401604] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.403351] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2026-01-26T20:35:56.403404] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2026-01-26T20:35:56.403435] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2026-01-26T20:35:56.404221] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:35:56.404283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:56.405980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:56.406487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:56.406943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:56.407333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:56.408285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:56.447984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:56.497769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:56.514476] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.517965] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2026-01-26T20:35:56.518038] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=24.36% (Conf=41.0619%)
[2026-01-26T20:35:56.518380] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-26T20:35:56.518432] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-26T20:35:56.518657] [INFO ] [main      ] Progress: 90/392 forecasts completed (23.0%). SQNS finished in 0.8s. ETA: 53.6s. Rate: 338.13 forecasts/min
[2026-01-26T20:35:56.532037] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.533239] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-26T20:35:56.533301] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-26T20:35:56.533683] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-26T20:35:56.534458] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:56.534517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:56.539354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:56.540376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:56.601995] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.700528] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.759324] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-26T20:35:56.759400] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=56.4549%)
[2026-01-26T20:35:56.759559] [INFO ] [main      ] Fetching symbol history for APLD...
[2026-01-26T20:35:56.759642] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2026-01-26T20:35:56.762462] [INFO ] [main      ] Progress: 91/392 forecasts completed (23.2%). AGNCL finished in 0.7s. ETA: 53.6s. Rate: 336.75 forecasts/min
[2026-01-26T20:35:56.771131] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.772116] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2026-01-26T20:35:56.772167] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2026-01-26T20:35:56.772197] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2026-01-26T20:35:56.773012] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:56.773083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:56.774248] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:56.777912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:56.779659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:56.827232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:35:56.828084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:35:56.829273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:56.847859] [DEBUG] [MAG       ] NUVL: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.873080] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-26T20:35:56.873146] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=49.9198%)
[2026-01-26T20:35:56.873664] [INFO ] [main      ] Fetching symbol history for ZETA...
[2026-01-26T20:35:56.873713] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2026-01-26T20:35:56.877664] [INFO ] [main      ] Progress: 92/392 forecasts completed (23.5%). ESTA finished in 0.7s. ETA: 53.2s. Rate: 338.05 forecasts/min
[2026-01-26T20:35:56.880646] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-26
[2026-01-26T20:35:56.888434] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:56.889219] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2026-01-26T20:35:56.889276] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2026-01-26T20:35:56.889308] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2026-01-26T20:35:56.890284] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:56.890346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:35:56.891216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:35:57.016430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:57.030836] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.054990] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.060159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:57.061476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:57.143084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.146601] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2026-01-26T20:35:57.146661] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=56.8748%)
[2026-01-26T20:35:57.146819] [INFO ] [main      ] Fetching symbol history for ABG...
[2026-01-26T20:35:57.146863] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2026-01-26T20:35:57.148215] [INFO ] [main      ] Progress: 93/392 forecasts completed (23.7%). NUVL finished in 0.8s. ETA: 53.4s. Rate: 336.15 forecasts/min
[2026-01-26T20:35:57.159837] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-26T20:35:57.159904] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=61.5086%)
[2026-01-26T20:35:57.160258] [INFO ] [main      ] Fetching symbol history for FIGS...
[2026-01-26T20:35:57.160319] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2026-01-26T20:35:57.160492] [INFO ] [main      ] Progress: 94/392 forecasts completed (24.0%). ATRO finished in 0.6s. ETA: 52.7s. Rate: 339.52 forecasts/min
[2026-01-26T20:35:57.161749] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.164256] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2026-01-26T20:35:57.164345] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2026-01-26T20:35:57.164387] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2026-01-26T20:35:57.165472] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:57.165536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:57.170499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:57.173781] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.174831] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2026-01-26T20:35:57.174890] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2026-01-26T20:35:57.174921] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2026-01-26T20:35:57.175737] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:57.175798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:57.177741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:57.178280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:57.178694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:35:57.182949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:35:57.185247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.189327] [DEBUG] [MAG       ] APLD: Last date is validated at 2026-01-26
[2026-01-26T20:35:57.210831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:57.211777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.373231] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.497450] [DEBUG] [MAG       ] ZETA: Last date is validated at 2026-01-26
[2026-01-26T20:35:57.537110] [DEBUG] [MAG       ] FIGS: Last date is validated at 2026-01-26
[2026-01-26T20:35:57.551694] [DEBUG] [MAG       ] ABG: Last date is validated at 2026-01-26
[2026-01-26T20:35:57.552345] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2026-01-26T20:35:57.552414] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=47.1878%)
[2026-01-26T20:35:57.552589] [INFO ] [main      ] Fetching symbol history for SNGX...
[2026-01-26T20:35:57.552634] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2026-01-26T20:35:57.553663] [INFO ] [main      ] Progress: 95/392 forecasts completed (24.2%). APLD finished in 0.8s. ETA: 53.2s. Rate: 335.20 forecasts/min
[2026-01-26T20:35:57.563502] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.564866] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2026-01-26T20:35:57.564918] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2026-01-26T20:35:57.564948] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2026-01-26T20:35:57.565949] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:57.566009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:57.571930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:57.572795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:35:57.573433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:57.576780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:35:57.578553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.668813] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.711256] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.720227] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:57.760454] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2026-01-26T20:35:57.760526] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=3.17% (Conf=46.0024%)
[2026-01-26T20:35:57.760716] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-26T20:35:57.760762] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-26T20:35:57.761017] [INFO ] [main      ] Progress: 96/392 forecasts completed (24.5%). ZETA finished in 0.9s. ETA: 53.1s. Rate: 334.64 forecasts/min
[2026-01-26T20:35:57.775133] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.776103] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-26T20:35:57.776157] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-26T20:35:57.776188] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-26T20:35:57.776995] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:35:57.777058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:57.781984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:57.784150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:57.784188] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2026-01-26T20:35:57.784259] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=47.8543%)
[2026-01-26T20:35:57.784426] [INFO ] [main      ] Fetching symbol history for LINC...
[2026-01-26T20:35:57.784471] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2026-01-26T20:35:57.784672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:57.784659] [INFO ] [main      ] Progress: 97/392 forecasts completed (24.7%). FIGS finished in 0.6s. ETA: 52.4s. Rate: 337.67 forecasts/min
[2026-01-26T20:35:57.785438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:35:57.786325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:35:57.788172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.799666] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.800656] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2026-01-26T20:35:57.800710] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2026-01-26T20:35:57.800741] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2026-01-26T20:35:57.801665] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:57.801730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:57.806906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:57.808984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:57.809511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:57.809952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:57.812545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:57.814401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:35:57.815258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:35:57.816173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.843781] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2026-01-26T20:35:57.843857] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=65.5309%)
[2026-01-26T20:35:57.844194] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-26T20:35:57.844245] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-26T20:35:57.844732] [INFO ] [main      ] Progress: 98/392 forecasts completed (25.0%). ABG finished in 0.7s. ETA: 51.9s. Rate: 339.96 forecasts/min
[2026-01-26T20:35:57.857598] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:57.860493] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-26T20:35:57.860548] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-26T20:35:57.860597] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-26T20:35:57.861366] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:57.861426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:57.866251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:35:57.881091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:57.949221] [DEBUG] [MAG       ] SNGX: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.127464] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.133059] [DEBUG] [MAG       ] WKSP: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.156672] [DEBUG] [MAG       ] LINC: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.204219] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2026-01-26T20:35:58.204300] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-7.50% (Conf=43.5711%)
[2026-01-26T20:35:58.204479] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-26T20:35:58.204525] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-26T20:35:58.205737] [INFO ] [main      ] Progress: 99/392 forecasts completed (25.3%). SNGX finished in 0.7s. ETA: 52.3s. Rate: 336.41 forecasts/min
[2026-01-26T20:35:58.217816] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:58.218685] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-26T20:35:58.218746] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-26T20:35:58.218777] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-26T20:35:58.219607] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:58.219668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:58.221335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:58.221856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:58.222183] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.222246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:35:58.223300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:35:58.224651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:58.306131] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.340248] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.379830] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-26T20:35:58.379898] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=55.7376%)
[2026-01-26T20:35:58.380063] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-26T20:35:58.380107] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-26T20:35:58.381011] [INFO ] [main      ] Progress: 100/392 forecasts completed (25.5%). WKSP finished in 0.6s. ETA: 52.1s. Rate: 336.47 forecasts/min
[2026-01-26T20:35:58.397075] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:58.398046] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.398828] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-26T20:35:58.398883] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-26T20:35:58.398914] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-26T20:35:58.399760] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:58.399824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:58.401548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:58.402095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:58.402491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:58.403253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:35:58.404847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:35:58.425288] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2026-01-26T20:35:58.425361] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=42.4983%)
[2026-01-26T20:35:58.425523] [INFO ] [main      ] Fetching symbol history for OBDC...
[2026-01-26T20:35:58.425567] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2026-01-26T20:35:58.426260] [INFO ] [main      ] Progress: 101/392 forecasts completed (25.8%). LINC finished in 0.6s. ETA: 51.5s. Rate: 338.97 forecasts/min
[2026-01-26T20:35:58.439374] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:58.440332] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2026-01-26T20:35:58.440383] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2026-01-26T20:35:58.440414] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2026-01-26T20:35:58.441207] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:35:58.441270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:58.442209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:58.443047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:35:58.445078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:35:58.445826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:58.481085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:35:58.482400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:35:58.483158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:58.504666] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-26T20:35:58.504737] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=53.6793%)
[2026-01-26T20:35:58.504898] [INFO ] [main      ] Fetching symbol history for ROE...
[2026-01-26T20:35:58.504941] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2026-01-26T20:35:58.506654] [INFO ] [main      ] Progress: 102/392 forecasts completed (26.0%). TRNS finished in 0.7s. ETA: 51.1s. Rate: 340.80 forecasts/min
[2026-01-26T20:35:58.519462] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:58.520402] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2026-01-26T20:35:58.520460] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2026-01-26T20:35:58.520832] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2026-01-26T20:35:58.521678] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:35:58.521741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:58.526702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:58.528534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:58.529060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:58.529482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:58.565942] [DEBUG] [MAG       ] ALGN: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.570298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:35:58.620941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:35:58.621857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:35:58.622551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:35:58.628515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:58.732331] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.784591] [DEBUG] [MAG       ] OBDC: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.823396] [DEBUG] [MAG       ] CAAP: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.858907] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-26T20:35:58.858974] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=59.5514%)
[2026-01-26T20:35:58.859321] [INFO ] [main      ] Fetching symbol history for SUZ...
[2026-01-26T20:35:58.859372] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2026-01-26T20:35:58.859668] [INFO ] [main      ] Progress: 103/392 forecasts completed (26.3%). ALGN finished in 0.7s. ETA: 51.4s. Rate: 337.50 forecasts/min
[2026-01-26T20:35:58.870088] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:58.871290] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2026-01-26T20:35:58.871342] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2026-01-26T20:35:58.871374] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2026-01-26T20:35:58.872169] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:58.872227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:58.911109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:35:58.912932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:58.959989] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:58.979985] [DEBUG] [MAG       ] ROE: Last date is validated at 2026-01-26
[2026-01-26T20:35:58.990787] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.028012] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2026-01-26T20:35:59.028082] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=48.7647%)
[2026-01-26T20:35:59.028257] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-26T20:35:59.028312] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-26T20:35:59.029661] [INFO ] [main      ] Progress: 104/392 forecasts completed (26.5%). OBDC finished in 0.6s. ETA: 51.2s. Rate: 337.64 forecasts/min
[2026-01-26T20:35:59.041948] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.042853] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-26T20:35:59.042905] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-26T20:35:59.042937] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-26T20:35:59.043752] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:59.043812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:59.045539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:59.046098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:35:59.068222] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-26T20:35:59.068299] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=49.0309%)
[2026-01-26T20:35:59.068483] [INFO ] [main      ] Fetching symbol history for DGICA...
[2026-01-26T20:35:59.068529] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2026-01-26T20:35:59.068930] [INFO ] [main      ] Progress: 105/392 forecasts completed (26.8%). CAAP finished in 0.7s. ETA: 50.6s. Rate: 340.17 forecasts/min
[2026-01-26T20:35:59.082712] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.083674] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2026-01-26T20:35:59.083734] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2026-01-26T20:35:59.083767] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2026-01-26T20:35:59.084629] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:35:59.084691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:59.085884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.089860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:59.091316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.155192] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.233016] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2026-01-26T20:35:59.233091] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=51.6858%)
[2026-01-26T20:35:59.233260] [INFO ] [main      ] Fetching symbol history for LHX...
[2026-01-26T20:35:59.233310] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2026-01-26T20:35:59.233974] [INFO ] [main      ] Progress: 106/392 forecasts completed (27.0%). ROE finished in 0.7s. ETA: 50.4s. Rate: 340.37 forecasts/min
[2026-01-26T20:35:59.247007] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.248152] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2026-01-26T20:35:59.248211] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2026-01-26T20:35:59.248244] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2026-01-26T20:35:59.249111] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:59.249176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:59.249952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:35:59.250967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:35:59.251722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:35:59.252258] [DEBUG] [MAG       ] SUZ: Last date is validated at 2026-01-26
[2026-01-26T20:35:59.252469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:59.253864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.420356] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.425783] [DEBUG] [MAG       ] MKC: Last date is validated at 2026-01-26
[2026-01-26T20:35:59.452263] [DEBUG] [MAG       ] DGICA: Last date is validated at 2026-01-26
[2026-01-26T20:35:59.477388] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2026-01-26T20:35:59.477471] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=61.9798%)
[2026-01-26T20:35:59.477842] [INFO ] [main      ] Progress: 107/392 forecasts completed (27.3%). SUZ finished in 0.6s. ETA: 50.4s. Rate: 339.16 forecasts/min
[2026-01-26T20:35:59.477971] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-26T20:35:59.478014] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-26T20:35:59.488599] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.489627] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-26T20:35:59.489684] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-26T20:35:59.489715] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-26T20:35:59.490517] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:35:59.490596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:59.495430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:59.497219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:35:59.498101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:59.498567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:59.498983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:35:59.500080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:35:59.502136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:35:59.503547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.599912] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.603237] [DEBUG] [MAG       ] LHX: Last date is validated at 2026-01-26
[2026-01-26T20:35:59.629632] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.694742] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-26T20:35:59.694814] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=4.99% (Conf=61.792%)
[2026-01-26T20:35:59.694971] [INFO ] [main      ] Fetching symbol history for TEX...
[2026-01-26T20:35:59.695014] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2026-01-26T20:35:59.695302] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2026-01-26T20:35:59.695410] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=52.6418%)
[2026-01-26T20:35:59.695626] [INFO ] [main      ] Fetching symbol history for IESC...
[2026-01-26T20:35:59.695678] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2026-01-26T20:35:59.695885] [INFO ] [main      ] Progress: 108/392 forecasts completed (27.6%). MKC finished in 0.7s. ETA: 50.4s. Rate: 338.43 forecasts/min
[2026-01-26T20:35:59.696210] [INFO ] [main      ] Progress: 109/392 forecasts completed (27.8%). DGICA finished in 0.6s. ETA: 49.7s. Rate: 341.56 forecasts/min
[2026-01-26T20:35:59.709794] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.711076] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2026-01-26T20:35:59.711131] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-26T20:35:59.711162] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2026-01-26T20:35:59.711393] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.711955] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:35:59.712019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:35:59.712628] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2026-01-26T20:35:59.712687] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2026-01-26T20:35:59.712721] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2026-01-26T20:35:59.713522] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:59.713609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:59.714825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:59.716059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:35:59.719001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.720518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:35:59.722699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:35:59.723191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:35:59.723675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:35:59.724888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:35:59.776739] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:35:59.839691] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-26
[2026-01-26T20:35:59.906427] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2026-01-26T20:35:59.906495] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=57.9642%)
[2026-01-26T20:35:59.906858] [INFO ] [main      ] Fetching symbol history for PRTA...
[2026-01-26T20:35:59.906909] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2026-01-26T20:35:59.907668] [INFO ] [main      ] Progress: 110/392 forecasts completed (28.1%). LHX finished in 0.7s. ETA: 49.6s. Rate: 340.93 forecasts/min
[2026-01-26T20:35:59.919823] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:35:59.920875] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2026-01-26T20:35:59.920939] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2026-01-26T20:35:59.920971] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2026-01-26T20:35:59.921754] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:35:59.921815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:35:59.926680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:35:59.927595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:00.007896] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:00.040461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:00.041305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:00.042739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:00.065726] [DEBUG] [MAG       ] IESC: Last date is validated at 2026-01-26
[2026-01-26T20:36:00.068165] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-26T20:36:00.068237] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-26T20:36:00.068402] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-26T20:36:00.068444] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-26T20:36:00.069135] [INFO ] [main      ] Progress: 111/392 forecasts completed (28.3%). BSJS finished in 0.6s. ETA: 49.4s. Rate: 341.18 forecasts/min
[2026-01-26T20:36:00.079610] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:00.080649] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-26T20:36:00.080703] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-26T20:36:00.080735] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-26T20:36:00.081542] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-26T20:36:00.095307] [DEBUG] [MAG       ] TEX: Last date is validated at 2026-01-26
[2026-01-26T20:36:00.293659] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:00.406854] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2026-01-26T20:36:00.406933] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=3.93% (Conf=38.0518%)
[2026-01-26T20:36:00.407101] [INFO ] [main      ] Fetching symbol history for TNL...
[2026-01-26T20:36:00.407148] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2026-01-26T20:36:00.408013] [INFO ] [main      ] Progress: 112/392 forecasts completed (28.6%). TEX finished in 0.7s. ETA: 49.6s. Rate: 338.38 forecasts/min
[2026-01-26T20:36:00.419714] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:00.435261] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:00.436265] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2026-01-26T20:36:00.436324] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2026-01-26T20:36:00.436358] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2026-01-26T20:36:00.437135] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:00.437194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:00.444797] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-26
[2026-01-26T20:36:00.447222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:00.448105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:00.451732] [DEBUG] [MAG       ] PRTA: Last date is validated at 2026-01-26
[2026-01-26T20:36:00.632718] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2026-01-26T20:36:00.632784] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=54.6362%)
[2026-01-26T20:36:00.633122] [INFO ] [main      ] Progress: 113/392 forecasts completed (28.8%). IESC finished in 0.9s. ETA: 49.6s. Rate: 337.57 forecasts/min
[2026-01-26T20:36:00.633267] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-26T20:36:00.633311] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-26T20:36:00.647356] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:00.650623] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-26T20:36:00.650681] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-26T20:36:00.650715] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-26T20:36:00.651630] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:00.651698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:00.660388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:00.662737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:00.663279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:00.677179] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:00.751037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:00.820138] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-26T20:36:00.820207] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=50.4091%)
[2026-01-26T20:36:00.820404] [INFO ] [main      ] Fetching symbol history for CLBK...
[2026-01-26T20:36:00.820469] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2026-01-26T20:36:00.820897] [INFO ] [main      ] Progress: 114/392 forecasts completed (29.1%). AAPL finished in 0.8s. ETA: 49.4s. Rate: 337.41 forecasts/min
[2026-01-26T20:36:00.829475] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:00.835948] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:00.839635] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2026-01-26T20:36:00.839894] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2026-01-26T20:36:00.839928] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2026-01-26T20:36:00.840993] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:00.841057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:00.845860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:00.846414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:00.846832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:00.847636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:00.849370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:00.850654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:00.852557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:00.853295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:00.853708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:00.854391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:00.854435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:00.859942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:00.910107] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2026-01-26T20:36:00.910188] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=58.1264%)
[2026-01-26T20:36:00.910426] [INFO ] [main      ] Fetching symbol history for PFG...
[2026-01-26T20:36:00.910474] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2026-01-26T20:36:00.910907] [INFO ] [main      ] Progress: 115/392 forecasts completed (29.3%). PRTA finished in 1.0s. ETA: 49.0s. Rate: 338.86 forecasts/min
[2026-01-26T20:36:00.940171] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:00.945216] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2026-01-26T20:36:00.945281] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2026-01-26T20:36:00.945313] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2026-01-26T20:36:00.946174] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:00.946237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:00.956942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:00.962316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:00.964968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:00.993978] [DEBUG] [MAG       ] TNL: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.182029] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:01.249914] [DEBUG] [MAG       ] CLBK: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.304445] [DEBUG] [MAG       ] RHI: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.317116] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2026-01-26T20:36:01.317189] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-5.39% (Conf=60.697%)
[2026-01-26T20:36:01.317361] [INFO ] [main      ] Fetching symbol history for CDE...
[2026-01-26T20:36:01.317444] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2026-01-26T20:36:01.318033] [INFO ] [main      ] Progress: 116/392 forecasts completed (29.6%). TNL finished in 0.9s. ETA: 49.4s. Rate: 335.11 forecasts/min
[2026-01-26T20:36:01.331126] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:01.332265] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2026-01-26T20:36:01.332322] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2026-01-26T20:36:01.332353] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2026-01-26T20:36:01.333187] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:01.333249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:01.338160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:01.340095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:01.340657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:01.341124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:01.341962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:01.343354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:01.365621] [DEBUG] [MAG       ] PFG: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.434645] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:01.474882] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:01.514902] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2026-01-26T20:36:01.514977] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=60.3159%)
[2026-01-26T20:36:01.515146] [INFO ] [main      ] Fetching symbol history for TRIN...
[2026-01-26T20:36:01.515192] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2026-01-26T20:36:01.515869] [INFO ] [main      ] Progress: 117/392 forecasts completed (29.8%). CLBK finished in 0.7s. ETA: 49.3s. Rate: 334.81 forecasts/min
[2026-01-26T20:36:01.528163] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:01.531107] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2026-01-26T20:36:01.531171] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2026-01-26T20:36:01.531205] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2026-01-26T20:36:01.532187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:01.532252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:01.534122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:01.534947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:01.535391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:01.562160] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:01.570123] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-26T20:36:01.570191] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=50.9731%)
[2026-01-26T20:36:01.570355] [INFO ] [main      ] Fetching symbol history for STLD...
[2026-01-26T20:36:01.570400] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2026-01-26T20:36:01.570924] [INFO ] [main      ] Progress: 118/392 forecasts completed (30.1%). RHI finished in 0.9s. ETA: 48.8s. Rate: 336.79 forecasts/min
[2026-01-26T20:36:01.584462] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:01.585840] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2026-01-26T20:36:01.585894] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2026-01-26T20:36:01.585924] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2026-01-26T20:36:01.586716] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:01.586780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:01.590206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:01.591948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:01.594164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:01.594686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:01.595113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:01.595895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:01.637066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:01.639178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:01.643830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:01.644999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:01.662632] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2026-01-26T20:36:01.662710] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=57.6295%)
[2026-01-26T20:36:01.663043] [INFO ] [main      ] Progress: 119/392 forecasts completed (30.4%). PFG finished in 0.8s. ETA: 48.4s. Rate: 338.16 forecasts/min
[2026-01-26T20:36:01.663165] [INFO ] [main      ] Fetching symbol history for CMP...
[2026-01-26T20:36:01.663208] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2026-01-26T20:36:01.678277] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:01.679957] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2026-01-26T20:36:01.680011] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2026-01-26T20:36:01.680041] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2026-01-26T20:36:01.680834] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:01.680898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:01.685785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:01.687607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:01.688090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:01.688858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:01.691548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:01.696264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:01.700849] [DEBUG] [MAG       ] CDE: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.881929] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:01.970310] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2026-01-26T20:36:01.970385] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=3.58% (Conf=48.4988%)
[2026-01-26T20:36:01.970544] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-26T20:36:01.970604] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-26T20:36:01.972379] [INFO ] [main      ] Progress: 120/392 forecasts completed (30.6%). CDE finished in 0.7s. ETA: 48.6s. Rate: 336.08 forecasts/min
[2026-01-26T20:36:01.987973] [DEBUG] [MAG       ] TRIN: Last date is validated at 2026-01-26
[2026-01-26T20:36:01.988251] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:01.989367] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-26T20:36:01.989438] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-26T20:36:01.989478] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-26T20:36:01.990345] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:01.990423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:01.992237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:01.992787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:01.993187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:01.993715] [DEBUG] [MAG       ] STLD: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.089531] [DEBUG] [MAG       ] CMP: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.119168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:02.161079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:02.162407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:02.163111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.166556] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.168270] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.229350] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2026-01-26T20:36:02.229435] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=63.1627%)
[2026-01-26T20:36:02.229826] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-26T20:36:02.229873] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-26T20:36:02.232161] [INFO ] [main      ] Progress: 121/392 forecasts completed (30.9%). TRIN finished in 0.7s. ETA: 48.6s. Rate: 334.82 forecasts/min
[2026-01-26T20:36:02.242111] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.243062] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-26T20:36:02.243115] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-26T20:36:02.243147] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-26T20:36:02.243942] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:02.244001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:02.244727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.266324] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.291955] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2026-01-26T20:36:02.292034] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=60.1177%)
[2026-01-26T20:36:02.292219] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-26T20:36:02.292274] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-26T20:36:02.292915] [INFO ] [main      ] Progress: 122/392 forecasts completed (31.1%). STLD finished in 0.7s. ETA: 48.1s. Rate: 336.64 forecasts/min
[2026-01-26T20:36:02.309677] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.312462] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-26T20:36:02.312634] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-26T20:36:02.312673] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-26T20:36:02.313891] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:02.313977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:02.319718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:02.320555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:02.322900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:02.323422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:02.324900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:02.327465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:02.330845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.357077] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2026-01-26T20:36:02.357145] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=58.0919%)
[2026-01-26T20:36:02.357304] [INFO ] [main      ] Fetching symbol history for OHI...
[2026-01-26T20:36:02.357346] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2026-01-26T20:36:02.357963] [INFO ] [main      ] Progress: 123/392 forecasts completed (31.4%). CMP finished in 0.7s. ETA: 47.7s. Rate: 338.39 forecasts/min
[2026-01-26T20:36:02.370428] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.371551] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2026-01-26T20:36:02.371811] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2026-01-26T20:36:02.371853] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2026-01-26T20:36:02.372661] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:02.372912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:02.378809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:02.381041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:02.381514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:02.381921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:02.421476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:02.422432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.514306] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.606164] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.686288] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.687823] [DEBUG] [MAG       ] VSTS: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.754021] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-26T20:36:02.754097] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=67.6387%)
[2026-01-26T20:36:02.754479] [INFO ] [main      ] Progress: 124/392 forecasts completed (31.6%). ALZN finished in 0.8s. ETA: 48.0s. Rate: 335.05 forecasts/min
[2026-01-26T20:36:02.754628] [INFO ] [main      ] Fetching symbol history for BNS...
[2026-01-26T20:36:02.754673] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2026-01-26T20:36:02.767797] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.768848] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2026-01-26T20:36:02.768905] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2026-01-26T20:36:02.768937] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2026-01-26T20:36:02.769749] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:02.769808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:02.774809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:02.777364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.782833] [DEBUG] [MAG       ] OHI: Last date is validated at 2026-01-26
[2026-01-26T20:36:02.793043] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.866722] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.868600] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-26T20:36:02.868680] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=55.5928%)
[2026-01-26T20:36:02.868851] [INFO ] [main      ] Fetching symbol history for OCSL...
[2026-01-26T20:36:02.868898] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2026-01-26T20:36:02.870051] [INFO ] [main      ] Progress: 125/392 forecasts completed (31.9%). AIPI finished in 0.6s. ETA: 47.7s. Rate: 336.00 forecasts/min
[2026-01-26T20:36:02.880950] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.882102] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2026-01-26T20:36:02.882171] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2026-01-26T20:36:02.882212] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2026-01-26T20:36:02.883191] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:02.883257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:02.889404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:02.892797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:02.894717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:02.947986] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-26T20:36:02.948059] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=54.9689%)
[2026-01-26T20:36:02.948146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:02.948449] [INFO ] [main      ] Fetching symbol history for MBC...
[2026-01-26T20:36:02.948502] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2026-01-26T20:36:02.948666] [INFO ] [main      ] Progress: 126/392 forecasts completed (32.1%). VSTS finished in 0.7s. ETA: 47.3s. Rate: 337.50 forecasts/min
[2026-01-26T20:36:02.949762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:02.962612] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:02.963551] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2026-01-26T20:36:02.963633] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2026-01-26T20:36:02.963669] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2026-01-26T20:36:02.964554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:02.964639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:02.965411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:36:02.966716] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:02.971936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:03.052481] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2026-01-26T20:36:03.052559] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=57.6911%)
[2026-01-26T20:36:03.052977] [INFO ] [main      ] Progress: 127/392 forecasts completed (32.4%). OHI finished in 0.7s. ETA: 47.0s. Rate: 338.60 forecasts/min
[2026-01-26T20:36:03.053167] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-26T20:36:03.053214] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-26T20:36:03.067024] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:03.070629] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-26T20:36:03.070692] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-26T20:36:03.070724] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-26T20:36:03.071528] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:03.071613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:03.082922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:03.083837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:03.085068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:03.088767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:03.214646] [DEBUG] [MAG       ] BNS: Last date is validated at 2026-01-26
[2026-01-26T20:36:03.381994] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:03.408892] [DEBUG] [MAG       ] OCSL: Last date is validated at 2026-01-26
[2026-01-26T20:36:03.439693] [DEBUG] [MAG       ] MBC: Last date is validated at 2026-01-26
[2026-01-26T20:36:03.480276] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2026-01-26T20:36:03.480346] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=61.9645%)
[2026-01-26T20:36:03.480514] [INFO ] [main      ] Fetching symbol history for CTAS...
[2026-01-26T20:36:03.480597] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2026-01-26T20:36:03.481146] [INFO ] [main      ] Progress: 128/392 forecasts completed (32.7%). BNS finished in 0.7s. ETA: 47.3s. Rate: 334.90 forecasts/min
[2026-01-26T20:36:03.494470] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:03.495299] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2026-01-26T20:36:03.495353] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2026-01-26T20:36:03.495387] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2026-01-26T20:36:03.496229] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:03.496294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:03.501630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:03.502520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:03.525983] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-26
[2026-01-26T20:36:03.545128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:03.547467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:03.548349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:03.568081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:03.597908] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:03.624632] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:03.666911] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2026-01-26T20:36:03.666981] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=59.8228%)
[2026-01-26T20:36:03.667139] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-26T20:36:03.667185] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-26T20:36:03.672801] [INFO ] [main      ] Progress: 129/392 forecasts completed (32.9%). OCSL finished in 0.8s. ETA: 47.1s. Rate: 334.72 forecasts/min
[2026-01-26T20:36:03.682768] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:03.683652] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-26T20:36:03.683711] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-26T20:36:03.683743] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-26T20:36:03.684557] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:03.684638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:03.686355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:03.686900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:03.687313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:03.688316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:03.700884] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2026-01-26T20:36:03.700960] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-7.49% (Conf=59.3782%)
[2026-01-26T20:36:03.701125] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-26T20:36:03.701168] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-26T20:36:03.701877] [INFO ] [main      ] Progress: 130/392 forecasts completed (33.2%). MBC finished in 0.8s. ETA: 46.7s. Rate: 336.89 forecasts/min
[2026-01-26T20:36:03.716810] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:03.717913] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-26T20:36:03.717974] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-26T20:36:03.718017] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-26T20:36:03.718830] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:03.719043] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:03.719110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:03.724957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:03.727040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:03.727636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:03.728129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:03.732713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:03.734502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:03.735824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:03.737401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:03.738251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:03.739555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:03.771484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:03.772939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:03.802883] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-26T20:36:03.802955] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=6.21% (Conf=47.277%)
[2026-01-26T20:36:03.803140] [INFO ] [main      ] Fetching symbol history for VMD...
[2026-01-26T20:36:03.803187] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2026-01-26T20:36:03.803887] [INFO ] [main      ] Progress: 131/392 forecasts completed (33.4%). PD finished in 0.7s. ETA: 46.3s. Rate: 337.99 forecasts/min
[2026-01-26T20:36:03.817317] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:03.818766] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2026-01-26T20:36:03.818827] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2026-01-26T20:36:03.818860] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2026-01-26T20:36:03.819841] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2026-01-26T20:36:03.819913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:03.825055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:03.827115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:03.827797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:03.828296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:03.911955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:03.912854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:03.915757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:03.916416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:03.916919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:03.918014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:03.919673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:03.920376] [DEBUG] [MAG       ] CTAS: Last date is validated at 2026-01-26
[2026-01-26T20:36:03.920846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:03.921562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:04.097816] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-26
[2026-01-26T20:36:04.099521] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:04.112720] [DEBUG] [MAG       ] MANH: Last date is validated at 2026-01-26
[2026-01-26T20:36:04.221828] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2026-01-26T20:36:04.221905] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=78.6552%)
[2026-01-26T20:36:04.222243] [INFO ] [main      ] Fetching symbol history for JACK...
[2026-01-26T20:36:04.222293] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2026-01-26T20:36:04.222850] [INFO ] [main      ] Progress: 132/392 forecasts completed (33.7%). CTAS finished in 0.7s. ETA: 46.6s. Rate: 334.54 forecasts/min
[2026-01-26T20:36:04.236959] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:04.238224] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2026-01-26T20:36:04.238279] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2026-01-26T20:36:04.238318] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2026-01-26T20:36:04.239252] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:04.239329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:04.241194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:04.241750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:04.242168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:04.242988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:04.243895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:04.270734] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:04.285840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:04.287280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:04.288090] [DEBUG] [MAG       ] VMD: Last date is validated at 2026-01-26
[2026-01-26T20:36:04.294870] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:04.447443] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-26T20:36:04.447519] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=52.783%)
[2026-01-26T20:36:04.447692] [INFO ] [main      ] Fetching symbol history for BBWI...
[2026-01-26T20:36:04.447739] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2026-01-26T20:36:04.449018] [INFO ] [main      ] Progress: 133/392 forecasts completed (33.9%). MANH finished in 0.8s. ETA: 46.5s. Rate: 333.89 forecasts/min
[2026-01-26T20:36:04.450858] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-26T20:36:04.450929] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=2.98% (Conf=51.9627%)
[2026-01-26T20:36:04.451084] [INFO ] [main      ] Fetching symbol history for CRVL...
[2026-01-26T20:36:04.451127] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2026-01-26T20:36:04.452239] [INFO ] [main      ] Progress: 134/392 forecasts completed (34.2%). HNRG finished in 0.7s. ETA: 46.0s. Rate: 336.35 forecasts/min
[2026-01-26T20:36:04.459852] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:04.460799] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2026-01-26T20:36:04.460860] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2026-01-26T20:36:04.460893] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2026-01-26T20:36:04.461713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:04.461775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:04.462176] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:04.467120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:04.468032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:04.468738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:04.469432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:04.538255] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2026-01-26T20:36:04.538333] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=66.0284%)
[2026-01-26T20:36:04.538529] [INFO ] [main      ] Fetching symbol history for ETO...
[2026-01-26T20:36:04.538603] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2026-01-26T20:36:04.538916] [INFO ] [main      ] Progress: 135/392 forecasts completed (34.4%). VMD finished in 0.7s. ETA: 45.7s. Rate: 337.64 forecasts/min
[2026-01-26T20:36:04.464426] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:04.541458] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2026-01-26T20:36:04.541526] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2026-01-26T20:36:04.541559] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2026-01-26T20:36:04.542925] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:04.542989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:04.556548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:04.560693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:04.563772] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:04.564928] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2026-01-26T20:36:04.564991] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2026-01-26T20:36:04.565025] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2026-01-26T20:36:04.565861] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:04.565955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:04.576218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:04.581179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:04.581713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:04.644842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:04.646169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:04.651564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:04.674895] [DEBUG] [MAG       ] JACK: Last date is validated at 2026-01-26
[2026-01-26T20:36:04.895702] [DEBUG] [MAG       ] BBWI: Last date is validated at 2026-01-26
[2026-01-26T20:36:04.908370] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.010328] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2026-01-26T20:36:05.010408] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=51.7019%)
[2026-01-26T20:36:05.010602] [INFO ] [main      ] Fetching symbol history for MIGI...
[2026-01-26T20:36:05.010650] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2026-01-26T20:36:05.010859] [INFO ] [main      ] Progress: 136/392 forecasts completed (34.7%). JACK finished in 0.8s. ETA: 46.0s. Rate: 333.58 forecasts/min
[2026-01-26T20:36:05.024601] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.025539] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2026-01-26T20:36:05.025619] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2026-01-26T20:36:05.025654] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2026-01-26T20:36:05.026635] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:05.026701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:05.031962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:05.033226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:05.034924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:05.038064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.046216] [DEBUG] [MAG       ] CRVL: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.050633] [DEBUG] [MAG       ] ETO: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.065832] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.160107] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2026-01-26T20:36:05.160182] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=-12.77% (Conf=65.576%)
[2026-01-26T20:36:05.160523] [INFO ] [main      ] Fetching symbol history for RMI...
[2026-01-26T20:36:05.160589] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2026-01-26T20:36:05.160642] [INFO ] [main      ] Progress: 137/392 forecasts completed (34.9%). BBWI finished in 0.7s. ETA: 45.8s. Rate: 333.98 forecasts/min
[2026-01-26T20:36:05.171541] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.172559] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2026-01-26T20:36:05.172631] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2026-01-26T20:36:05.172662] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2026-01-26T20:36:05.173438] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:05.173504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:05.174367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:05.175526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:05.177396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:05.177969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:05.179115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:05.181181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.220677] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.223227] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.288165] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2026-01-26T20:36:05.288612] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=55.911%)
[2026-01-26T20:36:05.288772] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-26T20:36:05.288815] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-26T20:36:05.290029] [INFO ] [main      ] Progress: 138/392 forecasts completed (35.2%). ETO finished in 0.7s. ETA: 45.5s. Rate: 334.66 forecasts/min
[2026-01-26T20:36:05.302233] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.303132] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-26T20:36:05.303183] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-26T20:36:05.303215] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-26T20:36:05.304011] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:05.304073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:05.304799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:05.325629] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2026-01-26T20:36:05.325706] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=45.089%)
[2026-01-26T20:36:05.325886] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-26T20:36:05.325931] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-26T20:36:05.327660] [INFO ] [main      ] Progress: 139/392 forecasts completed (35.5%). CRVL finished in 0.9s. ETA: 45.1s. Rate: 336.58 forecasts/min
[2026-01-26T20:36:05.340999] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.341929] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-26T20:36:05.341987] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-26T20:36:05.342019] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-26T20:36:05.342820] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:05.342879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:05.344884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:05.346557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.389085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:05.391493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:05.392966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.443015] [DEBUG] [MAG       ] MIGI: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.558414] [DEBUG] [MAG       ] RMI: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.641363] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.702960] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.741900] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.751305] [DEBUG] [MAG       ] AMN: Last date is validated at 2026-01-26
[2026-01-26T20:36:05.763331] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2026-01-26T20:36:05.763429] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-29.54% (Conf=54.6766%)
[2026-01-26T20:36:05.763653] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-26T20:36:05.763716] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-26T20:36:05.765658] [INFO ] [main      ] Progress: 140/392 forecasts completed (35.7%). MIGI finished in 0.8s. ETA: 45.4s. Rate: 333.11 forecasts/min
[2026-01-26T20:36:05.776449] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.777368] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-26T20:36:05.777458] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-26T20:36:05.777500] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-26T20:36:05.778440] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:05.778504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:05.780427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:05.780992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:05.781426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:05.850505] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2026-01-26T20:36:05.850587] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=51.9606%)
[2026-01-26T20:36:05.850923] [INFO ] [main      ] Fetching symbol history for RDY...
[2026-01-26T20:36:05.850973] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2026-01-26T20:36:05.851661] [INFO ] [main      ] Progress: 141/392 forecasts completed (36.0%). RMI finished in 0.7s. ETA: 45.0s. Rate: 334.35 forecasts/min
[2026-01-26T20:36:05.862081] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:05.863103] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2026-01-26T20:36:05.863170] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2026-01-26T20:36:05.863212] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2026-01-26T20:36:05.864157] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:05.864219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:05.866704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:05.867876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.869067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:05.871398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:05.876723] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.920303] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:05.998603] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-26T20:36:05.998686] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-3.76% (Conf=46.2185%)
[2026-01-26T20:36:05.999079] [INFO ] [main      ] Fetching symbol history for INVH...
[2026-01-26T20:36:05.999133] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2026-01-26T20:36:05.999133] [INFO ] [main      ] Progress: 142/392 forecasts completed (36.2%). CIB finished in 0.7s. ETA: 44.8s. Rate: 334.77 forecasts/min
[2026-01-26T20:36:06.006707] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-26T20:36:06.006777] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=46.496%)
[2026-01-26T20:36:06.006939] [INFO ] [main      ] Fetching symbol history for SOXX...
[2026-01-26T20:36:06.006982] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2026-01-26T20:36:06.007950] [INFO ] [main      ] Progress: 143/392 forecasts completed (36.5%). AMN finished in 0.7s. ETA: 44.3s. Rate: 337.01 forecasts/min
[2026-01-26T20:36:06.015398] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.016734] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2026-01-26T20:36:06.016812] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2026-01-26T20:36:06.016847] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2026-01-26T20:36:06.017887] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:06.017969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:06.019960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:06.020533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:06.020982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:06.021095] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.021861] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2026-01-26T20:36:06.021914] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2026-01-26T20:36:06.021944] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2026-01-26T20:36:06.022733] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:06.022793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:06.023655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:06.023692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:06.026122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:06.064455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:06.066608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:06.067560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:06.242315] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-26
[2026-01-26T20:36:06.248905] [DEBUG] [MAG       ] RDY: Last date is validated at 2026-01-26
[2026-01-26T20:36:06.417282] [DEBUG] [MAG       ] SOXX: Last date is validated at 2026-01-26
[2026-01-26T20:36:06.423416] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:06.427050] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:06.431268] [DEBUG] [MAG       ] INVH: Last date is validated at 2026-01-26
[2026-01-26T20:36:06.492396] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2026-01-26T20:36:06.492463] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=48.8976%)
[2026-01-26T20:36:06.492695] [INFO ] [main      ] Fetching symbol history for PSX...
[2026-01-26T20:36:06.492753] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2026-01-26T20:36:06.494677] [INFO ] [main      ] Progress: 144/392 forecasts completed (36.7%). RDY finished in 0.6s. ETA: 44.7s. Rate: 333.00 forecasts/min
[2026-01-26T20:36:06.504768] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.505726] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2026-01-26T20:36:06.505804] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2026-01-26T20:36:06.505839] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2026-01-26T20:36:06.506744] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:06.506808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:06.508959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:06.509532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:06.510428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:06.512900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:06.546972] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-26T20:36:06.547050] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=50.3961%)
[2026-01-26T20:36:06.547211] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-26T20:36:06.547254] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-26T20:36:06.549672] [INFO ] [main      ] Progress: 145/392 forecasts completed (37.0%). VONE finished in 0.8s. ETA: 44.3s. Rate: 334.60 forecasts/min
[2026-01-26T20:36:06.559884] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.561382] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-26T20:36:06.561442] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-26T20:36:06.561822] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-26T20:36:06.562672] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:06.562747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:06.568131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:06.570436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:06.571083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:06.571507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:06.591415] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:06.592011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:06.617281] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:06.627346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:06.628615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:06.694045] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2026-01-26T20:36:06.694114] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=49.4506%)
[2026-01-26T20:36:06.694467] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-26T20:36:06.694519] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-26T20:36:06.694512] [INFO ] [main      ] Progress: 146/392 forecasts completed (37.2%). INVH finished in 0.7s. ETA: 44.1s. Rate: 335.04 forecasts/min
[2026-01-26T20:36:06.708156] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.712715] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-26T20:36:06.712776] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-26T20:36:06.712809] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-26T20:36:06.713668] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-26T20:36:06.713769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:06.715986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:06.718923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:06.720805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:06.721298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:06.721775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:06.722190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:06.722972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:06.723807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:06.725014] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2026-01-26T20:36:06.725100] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=56.9366%)
[2026-01-26T20:36:06.725277] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-26T20:36:06.725325] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-26T20:36:06.726000] [INFO ] [main      ] Progress: 147/392 forecasts completed (37.5%). SOXX finished in 0.7s. ETA: 43.6s. Rate: 336.93 forecasts/min
[2026-01-26T20:36:06.726605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:06.738607] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:06.739659] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-26T20:36:06.739716] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-26T20:36:06.739748] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-26T20:36:06.740521] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:06.740600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:06.743067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:06.745863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:06.747204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:06.748304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:06.841798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:06.843836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:06.888095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:06.889423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:06.931153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:06.932479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:06.933865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:06.939955] [DEBUG] [MAG       ] PSX: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.024336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:07.025289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:07.027266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:07.034090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:07.035443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:07.037686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:07.038448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:07.043120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:07.044401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:07.046039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:07.047831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:07.051250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:07.052215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:07.053112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:07.055427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:07.056705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:07.057502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:07.058252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-26T20:36:07.059005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:07.062165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:07.064079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:07.066896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:07.069307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:07.073507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:07.081358] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.092891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:07.094365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:07.096341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:07.097350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:07.098675] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.099394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:07.101398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:07.102484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:07.104176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:07.105506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:07.107828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:07.109703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:07.112821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:07.114974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:36:07.118923] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.121294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.245158] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2026-01-26T20:36:07.245224] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=59.9376%)
[2026-01-26T20:36:07.245376] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2026-01-26T20:36:07.245419] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2026-01-26T20:36:07.246668] [INFO ] [main      ] Progress: 148/392 forecasts completed (37.8%). PSX finished in 0.8s. ETA: 44.0s. Rate: 332.61 forecasts/min
[2026-01-26T20:36:07.256340] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.257266] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2026-01-26T20:36:07.257328] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2026-01-26T20:36:07.257370] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2026-01-26T20:36:07.258364] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:07.258428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:07.263413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:07.264401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:07.266899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.269925] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.275273] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.344543] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-26T20:36:07.344654] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=48.3251%)
[2026-01-26T20:36:07.345032] [INFO ] [main      ] Fetching symbol history for POWI...
[2026-01-26T20:36:07.345098] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2026-01-26T20:36:07.345111] [INFO ] [main      ] Progress: 149/392 forecasts completed (38.0%). TSLX finished in 0.8s. ETA: 43.7s. Rate: 333.63 forecasts/min
[2026-01-26T20:36:07.355556] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-26T20:36:07.355644] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=56.8453%)
[2026-01-26T20:36:07.355840] [INFO ] [main      ] Fetching symbol history for FOSL...
[2026-01-26T20:36:07.355885] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2026-01-26T20:36:07.357113] [INFO ] [main      ] Progress: 150/392 forecasts completed (38.3%). HMC finished in 0.6s. ETA: 43.3s. Rate: 335.71 forecasts/min
[2026-01-26T20:36:07.359231] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.360779] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2026-01-26T20:36:07.360836] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2026-01-26T20:36:07.360887] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2026-01-26T20:36:07.361742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:07.361805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:07.363623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:07.364155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:07.364601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:07.367074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:07.369895] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.371255] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2026-01-26T20:36:07.371318] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2026-01-26T20:36:07.371351] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2026-01-26T20:36:07.372161] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:07.372222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:07.377864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:07.378902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:07.379803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:07.381678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.385646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.481709] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.618191] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.670483] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.730883] [DEBUG] [MAG       ] POWI: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.730929] [DEBUG] [MAG       ] FOSL: Last date is validated at 2026-01-26
[2026-01-26T20:36:07.788048] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.846167] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2026-01-26T20:36:07.846234] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.456%)
[2026-01-26T20:36:07.846388] [INFO ] [main      ] Fetching symbol history for KOD...
[2026-01-26T20:36:07.846431] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2026-01-26T20:36:07.847664] [INFO ] [main      ] Progress: 151/392 forecasts completed (38.5%). CHSCL finished in 0.6s. ETA: 43.6s. Rate: 331.88 forecasts/min
[2026-01-26T20:36:07.857343] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.858332] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2026-01-26T20:36:07.858386] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2026-01-26T20:36:07.858419] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2026-01-26T20:36:07.859439] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:07.859501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:07.861473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:07.862023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:07.862481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:07.862921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:07.864017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:07.866470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.905944] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.909434] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:07.949621] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-26T20:36:07.949699] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-26T20:36:07.950063] [INFO ] [main      ] Fetching symbol history for FDUS...
[2026-01-26T20:36:07.950117] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2026-01-26T20:36:07.950107] [INFO ] [main      ] Progress: 152/392 forecasts completed (38.8%). BSCQ finished in 1.3s. ETA: 43.3s. Rate: 332.83 forecasts/min
[2026-01-26T20:36:07.965764] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.967357] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2026-01-26T20:36:07.967451] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2026-01-26T20:36:07.967491] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2026-01-26T20:36:07.968454] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:07.968520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:07.971027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:07.971629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:07.972301] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2026-01-26T20:36:07.972372] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=-6.93% (Conf=46.7053%)
[2026-01-26T20:36:07.972526] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-26T20:36:07.972570] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-26T20:36:07.973176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:07.973245] [INFO ] [main      ] Progress: 153/392 forecasts completed (39.0%). FOSL finished in 0.6s. ETA: 42.8s. Rate: 334.74 forecasts/min
[2026-01-26T20:36:07.986125] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:07.987081] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-26T20:36:07.987132] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-26T20:36:07.987162] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-26T20:36:07.988004] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:07.988076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:07.989072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:07.990418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:07.993344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:07.994082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:07.996198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:08.016356] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2026-01-26T20:36:08.016432] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=59.1634%)
[2026-01-26T20:36:08.016609] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-26T20:36:08.016656] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-26T20:36:08.016860] [INFO ] [main      ] Progress: 154/392 forecasts completed (39.3%). POWI finished in 0.7s. ETA: 42.5s. Rate: 336.39 forecasts/min
[2026-01-26T20:36:08.028533] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:08.029594] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-26T20:36:08.029654] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-26T20:36:08.029687] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-26T20:36:08.030476] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-26T20:36:08.030619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:08.035677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:08.037552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:08.038061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:08.038535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:08.038977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:08.039756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:08.040665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:08.043224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:08.159336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:08.161341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:08.212725] [DEBUG] [MAG       ] KOD: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.213858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:08.215150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:08.261961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:08.263156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:08.264631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:08.336312] [DEBUG] [MAG       ] FDUS: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.341016] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.345828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:08.346798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:08.348801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:08.351721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:08.352859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:08.355099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:08.355940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:08.360501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:08.361791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:08.363545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:08.365234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:08.368334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:08.369074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:08.369864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:08.372181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:08.373504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:08.374270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:08.375034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-26T20:36:08.375801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:08.378827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:08.380519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:08.383094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:08.384534] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:08.385436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:08.389612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:08.410798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:08.412390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:08.414271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:08.415101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:08.417011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:08.418869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:08.419885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:08.421183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:08.422498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:08.424721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:08.426378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:08.467019] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2026-01-26T20:36:08.467083] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-8.15% (Conf=53.5766%)
[2026-01-26T20:36:08.467241] [INFO ] [main      ] Fetching symbol history for WLDS...
[2026-01-26T20:36:08.467284] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2026-01-26T20:36:08.467899] [INFO ] [main      ] Progress: 155/392 forecasts completed (39.5%). KOD finished in 0.6s. ETA: 42.7s. Rate: 333.10 forecasts/min
[2026-01-26T20:36:08.479080] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:08.480163] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2026-01-26T20:36:08.480217] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2026-01-26T20:36:08.480250] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2026-01-26T20:36:08.481035] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:08.481096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:08.485689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:08.487847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:08.513161] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:08.517136] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:08.584384] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2026-01-26T20:36:08.584459] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=56.3299%)
[2026-01-26T20:36:08.585185] [INFO ] [main      ] Fetching symbol history for INSG...
[2026-01-26T20:36:08.585241] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2026-01-26T20:36:08.585668] [INFO ] [main      ] Progress: 156/392 forecasts completed (39.8%). FDUS finished in 0.6s. ETA: 42.4s. Rate: 333.84 forecasts/min
[2026-01-26T20:36:08.600755] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:08.601976] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2026-01-26T20:36:08.602039] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2026-01-26T20:36:08.602073] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2026-01-26T20:36:08.603044] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:08.603109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:08.604992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:08.605607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:08.606088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:08.606920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:08.607854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:08.609682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:08.617791] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-26T20:36:08.617872] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=37.2419%)
[2026-01-26T20:36:08.618248] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-26T20:36:08.618308] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-26T20:36:08.619633] [INFO ] [main      ] Progress: 157/392 forecasts completed (40.1%). LEA finished in 0.6s. ETA: 42.0s. Rate: 335.58 forecasts/min
[2026-01-26T20:36:08.631780] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:08.633354] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-26T20:36:08.633414] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-26T20:36:08.633445] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-26T20:36:08.634292] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:08.634355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:08.639479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:08.641468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:08.642060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:08.661198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:08.767522] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.826175] [DEBUG] [MAG       ] WLDS: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.934776] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:08.956165] [DEBUG] [MAG       ] INSG: Last date is validated at 2026-01-26
[2026-01-26T20:36:08.994515] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.024935] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-26
[2026-01-26T20:36:09.082710] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2026-01-26T20:36:09.082786] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-8.32% (Conf=46.2523%)
[2026-01-26T20:36:09.083140] [INFO ] [main      ] Progress: 158/392 forecasts completed (40.3%). WLDS finished in 0.6s. ETA: 42.3s. Rate: 332.23 forecasts/min
[2026-01-26T20:36:09.083270] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-26T20:36:09.083316] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-26T20:36:09.095502] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.096195] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-26T20:36:09.096249] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-26T20:36:09.096281] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-26T20:36:09.097085] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:09.097148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:09.102089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:09.104057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:09.104555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:09.105031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:09.105432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:09.130123] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.207821] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.212019] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2026-01-26T20:36:09.212089] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-4.08% (Conf=58.2599%)
[2026-01-26T20:36:09.212249] [INFO ] [main      ] Fetching symbol history for FMN...
[2026-01-26T20:36:09.212293] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2026-01-26T20:36:09.212379] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-26T20:36:09.212463] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-26T20:36:09.212722] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-26T20:36:09.212786] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-26T20:36:09.212883] [INFO ] [main      ] Progress: 159/392 forecasts completed (40.6%). INSG finished in 0.6s. ETA: 42.0s. Rate: 332.82 forecasts/min
[2026-01-26T20:36:09.213135] [INFO ] [main      ] Progress: 160/392 forecasts completed (40.8%). FTSM finished in 1.2s. ETA: 41.6s. Rate: 334.91 forecasts/min
[2026-01-26T20:36:09.218645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:09.226535] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.228540] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2026-01-26T20:36:09.228671] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2026-01-26T20:36:09.228723] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2026-01-26T20:36:09.229914] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:09.229861] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.230004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:09.231192] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-26T20:36:09.231266] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-26T20:36:09.231305] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-26T20:36:09.232647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:09.232749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:09.237375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:09.238475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:09.240389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:09.240899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:09.241717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:09.269937] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-26T20:36:09.270033] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2026-01-26T20:36:09.270252] [INFO ] [main      ] Fetching symbol history for LYRA...
[2026-01-26T20:36:09.270314] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2026-01-26T20:36:09.270772] [INFO ] [main      ] Progress: 161/392 forecasts completed (41.1%). EVF finished in 0.7s. ETA: 41.2s. Rate: 336.33 forecasts/min
[2026-01-26T20:36:09.284032] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.299103] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2026-01-26T20:36:09.299172] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2026-01-26T20:36:09.299213] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2026-01-26T20:36:09.300154] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:09.300218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:09.300919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:09.301761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:09.304831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:09.585683] [DEBUG] [MAG       ] FMN: Last date is validated at 2026-01-26
[2026-01-26T20:36:09.605129] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-26
[2026-01-26T20:36:09.647305] [DEBUG] [MAG       ] PRGO: Last date is validated at 2026-01-26
[2026-01-26T20:36:09.742291] [DEBUG] [MAG       ] LYRA: Last date is validated at 2026-01-26
[2026-01-26T20:36:09.768101] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.778864] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.821887] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:09.822122] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2026-01-26T20:36:09.822190] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=46.7447%)
[2026-01-26T20:36:09.822350] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2026-01-26T20:36:09.822394] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2026-01-26T20:36:09.822926] [INFO ] [main      ] Progress: 162/392 forecasts completed (41.3%). FMN finished in 0.6s. ETA: 41.6s. Rate: 332.03 forecasts/min
[2026-01-26T20:36:09.836238] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.837048] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2026-01-26T20:36:09.837098] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2026-01-26T20:36:09.837129] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2026-01-26T20:36:09.837952] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-26T20:36:09.840562] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-26T20:36:09.840657] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-11.28% (Conf=56.3261%)
[2026-01-26T20:36:09.840813] [INFO ] [main      ] Fetching symbol history for NRC...
[2026-01-26T20:36:09.840858] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2026-01-26T20:36:09.841830] [INFO ] [main      ] Progress: 163/392 forecasts completed (41.6%). PLUG finished in 0.6s. ETA: 41.2s. Rate: 333.87 forecasts/min
[2026-01-26T20:36:09.852945] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.854082] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2026-01-26T20:36:09.854136] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2026-01-26T20:36:09.854167] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2026-01-26T20:36:09.854969] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:09.855032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:09.856783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:09.857307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:09.857863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:09.858271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:09.860860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:09.900952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:09.902280] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-26T20:36:09.902346] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.75% (Conf=44.8836%)
[2026-01-26T20:36:09.903058] [INFO ] [main      ] Progress: 164/392 forecasts completed (41.8%). PRGO finished in 0.8s. ETA: 40.8s. Rate: 335.21 forecasts/min
[2026-01-26T20:36:09.903199] [INFO ] [main      ] Fetching symbol history for UAL...
[2026-01-26T20:36:09.903244] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2026-01-26T20:36:09.905261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:09.906562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:09.915041] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:09.916161] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2026-01-26T20:36:09.916215] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-26T20:36:09.916260] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2026-01-26T20:36:09.917062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:09.917124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:09.922092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:09.925902] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:10.047985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:10.049359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:10.051408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.060841] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2026-01-26T20:36:10.060914] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=-83.88% (Conf=33.3437%)
[2026-01-26T20:36:10.061418] [INFO ] [main      ] Fetching symbol history for BOC...
[2026-01-26T20:36:10.061473] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2026-01-26T20:36:10.061680] [INFO ] [main      ] Progress: 165/392 forecasts completed (42.1%). LYRA finished in 0.8s. ETA: 40.6s. Rate: 335.45 forecasts/min
[2026-01-26T20:36:10.075645] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:10.076663] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2026-01-26T20:36:10.076737] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2026-01-26T20:36:10.076778] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2026-01-26T20:36:10.077838] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:10.077905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:10.079860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:10.080416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:10.080885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:10.132542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.202670] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2026-01-26
[2026-01-26T20:36:10.259789] [DEBUG] [MAG       ] NRC: Last date is validated at 2026-01-26
[2026-01-26T20:36:10.374860] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:10.390014] [DEBUG] [MAG       ] UAL: Last date is validated at 2026-01-26
[2026-01-26T20:36:10.449831] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:10.455420] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2026-01-26T20:36:10.455486] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=54.1706%)
[2026-01-26T20:36:10.455663] [INFO ] [main      ] Fetching symbol history for CE...
[2026-01-26T20:36:10.455707] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2026-01-26T20:36:10.457678] [INFO ] [main      ] Progress: 166/392 forecasts completed (42.3%). GPIQ finished in 0.6s. ETA: 40.7s. Rate: 333.01 forecasts/min
[2026-01-26T20:36:10.469283] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:10.470469] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2026-01-26T20:36:10.470523] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2026-01-26T20:36:10.470556] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2026-01-26T20:36:10.471383] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:10.471446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:10.476445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:10.478537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:10.479060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:10.479453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:10.482281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:10.483982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.497074] [DEBUG] [MAG       ] BOC: Last date is validated at 2026-01-26
[2026-01-26T20:36:10.572728] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:10.617460] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2026-01-26T20:36:10.617531] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=52.0521%)
[2026-01-26T20:36:10.617730] [INFO ] [main      ] Fetching symbol history for UGI...
[2026-01-26T20:36:10.617778] [DEBUG] [REMOTE    ] UGI: Fetching historical data.
[2026-01-26T20:36:10.619009] [INFO ] [main      ] Progress: 167/392 forecasts completed (42.6%). NRC finished in 0.8s. ETA: 40.5s. Rate: 333.22 forecasts/min
[2026-01-26T20:36:10.630271] [DEBUG] [REMOTE    ] UGI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:10.631050] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 10 features, N/A% accuracy
[2026-01-26T20:36:10.631102] [INFO ] [LOCAL     ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config
[2026-01-26T20:36:10.631134] [DEBUG] [MAG       ] Building data for symbol: UGI with lookback: 0
[2026-01-26T20:36:10.632009] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:10.632077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:10.637129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:10.639062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:10.639560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:10.639985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:10.676804] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:10.679280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:10.681483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:10.682624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:10.683115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:10.684201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:10.686226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.688405] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2026-01-26T20:36:10.688477] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=56.8524%)
[2026-01-26T20:36:10.688668] [INFO ] [main      ] Fetching symbol history for RGCO...
[2026-01-26T20:36:10.688723] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2026-01-26T20:36:10.690236] [INFO ] [main      ] Progress: 168/392 forecasts completed (42.9%). UAL finished in 0.8s. ETA: 40.2s. Rate: 334.42 forecasts/min
[2026-01-26T20:36:10.700717] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:10.701994] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2026-01-26T20:36:10.702049] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2026-01-26T20:36:10.702080] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2026-01-26T20:36:10.702996] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:10.703073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:10.708473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:10.711245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:10.741232] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2026-01-26T20:36:10.741317] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=50.1841%)
[2026-01-26T20:36:10.741726] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-26T20:36:10.741781] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-26T20:36:10.742666] [INFO ] [main      ] Progress: 169/392 forecasts completed (43.1%). BOC finished in 0.7s. ETA: 39.8s. Rate: 335.83 forecasts/min
[2026-01-26T20:36:10.751368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:10.752591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:10.753398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:10.755131] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:10.756063] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-26T20:36:10.756131] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-26T20:36:10.756178] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-26T20:36:10.757131] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:10.757198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:10.757986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:10.758732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:10.762543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:10.762710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:10.763408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:10.764297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:10.766967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:10.768022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:10.769086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:10.769832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:10.772216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.780795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:10.838872] [DEBUG] [MAG       ] CE: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.011309] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.029417] [DEBUG] [MAG       ] UGI: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.125344] [INFO ] [LOCAL     ] CE: Saved forecast.
[2026-01-26T20:36:11.125411] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=45.3206%)
[2026-01-26T20:36:11.125922] [INFO ] [main      ] Fetching symbol history for CTBB...
[2026-01-26T20:36:11.125976] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2026-01-26T20:36:11.126673] [INFO ] [main      ] Progress: 170/392 forecasts completed (43.4%). CE finished in 0.7s. ETA: 39.9s. Rate: 333.57 forecasts/min
[2026-01-26T20:36:11.132654] [DEBUG] [MAG       ] RGCO: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.137876] [DEBUG] [MAG       ] FSLY: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.138998] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.139957] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2026-01-26T20:36:11.140011] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2026-01-26T20:36:11.140042] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2026-01-26T20:36:11.140853] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:11.140923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:11.145970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:11.147262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:11.148919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:11.151296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:11.204523] [DEBUG] [MAG       ] UGI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.298436] [INFO ] [LOCAL     ] UGI: Saved forecast.
[2026-01-26T20:36:11.298506] [INFO ] [main      ] UGI: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=63.9558%)
[2026-01-26T20:36:11.298925] [INFO ] [main      ] Fetching symbol history for BDTX...
[2026-01-26T20:36:11.298978] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2026-01-26T20:36:11.299682] [INFO ] [main      ] Progress: 171/392 forecasts completed (43.6%). UGI finished in 0.7s. ETA: 39.7s. Rate: 333.65 forecasts/min
[2026-01-26T20:36:11.307314] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.311051] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.312200] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2026-01-26T20:36:11.312257] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2026-01-26T20:36:11.312291] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2026-01-26T20:36:11.313771] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:11.313833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:11.319184] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.322438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:11.323456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:11.325248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:11.394016] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2026-01-26T20:36:11.394101] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=64.8285%)
[2026-01-26T20:36:11.394291] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2026-01-26T20:36:11.394337] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2026-01-26T20:36:11.395039] [INFO ] [main      ] Progress: 172/392 forecasts completed (43.9%). RGCO finished in 0.7s. ETA: 39.5s. Rate: 334.56 forecasts/min
[2026-01-26T20:36:11.405834] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-26T20:36:11.405908] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=4.32% (Conf=52.5799%)
[2026-01-26T20:36:11.406305] [INFO ] [main      ] Progress: 173/392 forecasts completed (44.1%). FSLY finished in 0.7s. ETA: 39.1s. Rate: 336.38 forecasts/min
[2026-01-26T20:36:11.406441] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-26T20:36:11.406483] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-26T20:36:11.407155] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.408122] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2026-01-26T20:36:11.408175] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2026-01-26T20:36:11.408208] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2026-01-26T20:36:11.409258] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:11.409323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:11.415022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:11.417139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:11.418076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:11.419814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:11.419787] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.420709] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-26T20:36:11.420775] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-26T20:36:11.420811] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-26T20:36:11.421981] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:11.422042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:11.504835] [DEBUG] [MAG       ] CTBB: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.544860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:11.547071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:11.547935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:11.679094] [DEBUG] [MAG       ] BDTX: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.683209] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.751087] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2026-01-26T20:36:11.751152] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=65.0245%)
[2026-01-26T20:36:11.751308] [INFO ] [main      ] Fetching symbol history for RMM...
[2026-01-26T20:36:11.751684] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2026-01-26T20:36:11.751922] [INFO ] [main      ] Progress: 174/392 forecasts completed (44.4%). CTBB finished in 0.6s. ETA: 39.1s. Rate: 334.58 forecasts/min
[2026-01-26T20:36:11.765423] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.766524] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2026-01-26T20:36:11.766612] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2026-01-26T20:36:11.766653] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2026-01-26T20:36:11.767633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:11.767694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:11.770382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:11.772383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:11.774742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:11.776157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:11.782221] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.865952] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.908323] [DEBUG] [MAG       ] TSL: Last date is validated at 2026-01-26
[2026-01-26T20:36:11.929283] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2026-01-26T20:36:11.929355] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=48.1351%)
[2026-01-26T20:36:11.929516] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-26T20:36:11.929587] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-26T20:36:11.929900] [INFO ] [main      ] Progress: 175/392 forecasts completed (44.6%). BDTX finished in 0.6s. ETA: 38.9s. Rate: 334.59 forecasts/min
[2026-01-26T20:36:11.942180] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:11.943337] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-26T20:36:11.943395] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-26T20:36:11.943439] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-26T20:36:11.944267] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:11.944333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:11.946221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:11.946815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:11.950023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:11.952468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:11.957684] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:11.971926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.026761] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2026-01-26T20:36:12.026830] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=50.639%)
[2026-01-26T20:36:12.027216] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2026-01-26T20:36:12.027273] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2026-01-26T20:36:12.027664] [INFO ] [main      ] Progress: 176/392 forecasts completed (44.9%). BHFAO finished in 0.6s. ETA: 38.6s. Rate: 335.46 forecasts/min
[2026-01-26T20:36:12.039517] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.040406] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2026-01-26T20:36:12.040456] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2026-01-26T20:36:12.040487] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2026-01-26T20:36:12.041271] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:12.041331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:12.043187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:12.043717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:12.044969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:12.047691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.097869] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.132336] [DEBUG] [MAG       ] RMM: Last date is validated at 2026-01-26
[2026-01-26T20:36:12.172664] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-26T20:36:12.172754] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=61.4139%)
[2026-01-26T20:36:12.172923] [INFO ] [main      ] Fetching symbol history for ACCO...
[2026-01-26T20:36:12.172968] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2026-01-26T20:36:12.173937] [INFO ] [main      ] Progress: 177/392 forecasts completed (45.2%). TSL finished in 0.8s. ETA: 38.4s. Rate: 335.81 forecasts/min
[2026-01-26T20:36:12.186056] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.187246] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2026-01-26T20:36:12.187303] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2026-01-26T20:36:12.187334] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2026-01-26T20:36:12.188204] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:12.188284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:12.193538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:12.195465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:12.196026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:12.196526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:12.197636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:12.200704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:12.201960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:12.202735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:12.203436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.310462] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.317498] [DEBUG] [MAG       ] BLE: Last date is validated at 2026-01-26
[2026-01-26T20:36:12.377886] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2026-01-26T20:36:12.377955] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=60.7163%)
[2026-01-26T20:36:12.378111] [INFO ] [main      ] Fetching symbol history for HL...
[2026-01-26T20:36:12.378155] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2026-01-26T20:36:12.379670] [INFO ] [main      ] Progress: 178/392 forecasts completed (45.4%). RMM finished in 0.6s. ETA: 38.3s. Rate: 335.52 forecasts/min
[2026-01-26T20:36:12.389055] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2026-01-26
[2026-01-26T20:36:12.390074] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.391016] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2026-01-26T20:36:12.391068] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2026-01-26T20:36:12.391104] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2026-01-26T20:36:12.391906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:12.391968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:12.396859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:12.397551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:12.398246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:12.402261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.494550] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.554868] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-26T20:36:12.554939] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=50.6972%)
[2026-01-26T20:36:12.555100] [INFO ] [main      ] Fetching symbol history for PLD...
[2026-01-26T20:36:12.555145] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2026-01-26T20:36:12.556672] [INFO ] [main      ] Progress: 179/392 forecasts completed (45.7%). BLE finished in 0.6s. ETA: 38.1s. Rate: 335.54 forecasts/min
[2026-01-26T20:36:12.567683] [DEBUG] [MAG       ] ACCO: Last date is validated at 2026-01-26
[2026-01-26T20:36:12.567738] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.568402] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.569463] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2026-01-26T20:36:12.569516] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-26T20:36:12.569549] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2026-01-26T20:36:12.570383] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:12.570447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:12.572991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:12.574737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:12.630787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:12.633198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:12.634556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.636096] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2026-01-26T20:36:12.636173] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=62.8078%)
[2026-01-26T20:36:12.636522] [INFO ] [main      ] Fetching symbol history for URBN...
[2026-01-26T20:36:12.636597] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2026-01-26T20:36:12.636668] [INFO ] [main      ] Progress: 180/392 forecasts completed (45.9%). BHFAL finished in 0.6s. ETA: 37.8s. Rate: 336.57 forecasts/min
[2026-01-26T20:36:12.648902] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.650044] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2026-01-26T20:36:12.650102] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2026-01-26T20:36:12.650135] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2026-01-26T20:36:12.651054] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:12.651121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:12.656722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:12.657296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:12.657842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.754022] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.765787] [DEBUG] [MAG       ] HL: Last date is validated at 2026-01-26
[2026-01-26T20:36:12.821334] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2026-01-26T20:36:12.821408] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=55.6902%)
[2026-01-26T20:36:12.821612] [INFO ] [main      ] Fetching symbol history for AEVA...
[2026-01-26T20:36:12.821670] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2026-01-26T20:36:12.821900] [INFO ] [main      ] Progress: 181/392 forecasts completed (46.2%). ACCO finished in 0.6s. ETA: 37.6s. Rate: 336.50 forecasts/min
[2026-01-26T20:36:12.835877] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:12.836848] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2026-01-26T20:36:12.836908] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2026-01-26T20:36:12.836940] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2026-01-26T20:36:12.837891] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:12.837953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:12.838700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:12.839348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:12.840167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:12.937653] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:12.990252] [DEBUG] [MAG       ] PLD: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.017650] [DEBUG] [MAG       ] URBN: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.137299] [INFO ] [LOCAL     ] HL: Saved forecast.
[2026-01-26T20:36:13.137368] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=51.1404%)
[2026-01-26T20:36:13.138662] [INFO ] [main      ] Progress: 182/392 forecasts completed (46.4%). HL finished in 0.8s. ETA: 37.6s. Rate: 335.07 forecasts/min
[2026-01-26T20:36:13.139631] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-26T20:36:13.139687] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-26T20:36:13.161218] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.162156] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-26T20:36:13.162219] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-26T20:36:13.162251] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-26T20:36:13.163047] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:13.163108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:13.164516] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:13.168520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:13.174029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:13.200660] [DEBUG] [MAG       ] AEVA: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.277450] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:13.282528] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2026-01-26T20:36:13.282661] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=55.2883%)
[2026-01-26T20:36:13.282875] [INFO ] [main      ] Fetching symbol history for RSI...
[2026-01-26T20:36:13.282932] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2026-01-26T20:36:13.283876] [INFO ] [main      ] Progress: 183/392 forecasts completed (46.7%). PLD finished in 0.7s. ETA: 37.4s. Rate: 335.42 forecasts/min
[2026-01-26T20:36:13.305552] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.309295] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2026-01-26T20:36:13.309352] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2026-01-26T20:36:13.309386] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2026-01-26T20:36:13.310234] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:13.310302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:13.320296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:13.322130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:13.325668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:13.326138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:13.326540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:13.327176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:13.423227] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:13.478422] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2026-01-26T20:36:13.478490] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=50.7696%)
[2026-01-26T20:36:13.478675] [INFO ] [main      ] Fetching symbol history for SREA...
[2026-01-26T20:36:13.478730] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2026-01-26T20:36:13.479880] [INFO ] [main      ] Progress: 184/392 forecasts completed (46.9%). URBN finished in 0.8s. ETA: 37.2s. Rate: 335.24 forecasts/min
[2026-01-26T20:36:13.491057] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.492455] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2026-01-26T20:36:13.492532] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2026-01-26T20:36:13.492619] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2026-01-26T20:36:13.493841] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:13.493921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:13.501857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:13.519657] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2026-01-26T20:36:13.519735] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=62.5283%)
[2026-01-26T20:36:13.519899] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-26T20:36:13.519944] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-26T20:36:13.520836] [INFO ] [main      ] Progress: 185/392 forecasts completed (47.2%). AEVA finished in 0.7s. ETA: 36.9s. Rate: 336.65 forecasts/min
[2026-01-26T20:36:13.531995] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.533069] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-26T20:36:13.533132] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-26T20:36:13.533176] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-26T20:36:13.534064] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:13.534125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:13.534692] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.536814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:13.703281] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:13.743006] [DEBUG] [MAG       ] RSI: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.780766] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-26T20:36:13.780833] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=45.3251%)
[2026-01-26T20:36:13.781147] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-26T20:36:13.781198] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-26T20:36:13.782114] [INFO ] [main      ] Progress: 186/392 forecasts completed (47.4%). ERNA finished in 0.6s. ETA: 36.8s. Rate: 335.81 forecasts/min
[2026-01-26T20:36:13.793635] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.794517] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-26T20:36:13.794568] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-26T20:36:13.794625] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-26T20:36:13.795395] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:13.795455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:13.797201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:13.797770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:13.798223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:13.798937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:13.852546] [DEBUG] [MAG       ] SREA: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.892888] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2026-01-26
[2026-01-26T20:36:13.913330] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:13.986156] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2026-01-26T20:36:13.986230] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=59.9138%)
[2026-01-26T20:36:13.986387] [INFO ] [main      ] Fetching symbol history for PEN...
[2026-01-26T20:36:13.986430] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2026-01-26T20:36:13.986864] [INFO ] [main      ] Progress: 187/392 forecasts completed (47.7%). RSI finished in 0.7s. ETA: 36.7s. Rate: 335.54 forecasts/min
[2026-01-26T20:36:13.997853] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:13.999085] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2026-01-26T20:36:13.999140] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2026-01-26T20:36:13.999171] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2026-01-26T20:36:14.000041] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:14.000103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:14.005047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:14.007596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:14.008422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:14.009441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:14.012220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.024858] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.076079] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.086263] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2026-01-26T20:36:14.086329] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=48.6559%)
[2026-01-26T20:36:14.086511] [INFO ] [main      ] Fetching symbol history for ARCC...
[2026-01-26T20:36:14.086555] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2026-01-26T20:36:14.086877] [INFO ] [main      ] Progress: 188/392 forecasts completed (48.0%). SREA finished in 0.6s. ETA: 36.4s. Rate: 336.33 forecasts/min
[2026-01-26T20:36:14.097801] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.098711] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2026-01-26T20:36:14.098782] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2026-01-26T20:36:14.098818] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2026-01-26T20:36:14.099637] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:14.099712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:14.101475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:14.102026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:14.102434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:14.102932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:14.104102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:14.106384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.140216] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-26
[2026-01-26T20:36:14.160123] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-26T20:36:14.160201] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=55.1091%)
[2026-01-26T20:36:14.160363] [INFO ] [main      ] Fetching symbol history for BEP...
[2026-01-26T20:36:14.160408] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2026-01-26T20:36:14.160852] [INFO ] [main      ] Progress: 189/392 forecasts completed (48.2%). CMCSA finished in 0.6s. ETA: 36.1s. Rate: 337.38 forecasts/min
[2026-01-26T20:36:14.172808] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.173710] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2026-01-26T20:36:14.173769] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2026-01-26T20:36:14.173800] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2026-01-26T20:36:14.174668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:14.174731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:14.176634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:14.177246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:14.177814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:14.178669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:14.180508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.315266] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.360590] [DEBUG] [MAG       ] PEN: Last date is validated at 2026-01-26
[2026-01-26T20:36:14.441900] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-26T20:36:14.441968] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-16.38% (Conf=54.3835%)
[2026-01-26T20:36:14.442336] [INFO ] [main      ] Progress: 190/392 forecasts completed (48.5%). HYMC finished in 0.7s. ETA: 36.0s. Rate: 336.35 forecasts/min
[2026-01-26T20:36:14.442470] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-26T20:36:14.442513] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-26T20:36:14.455393] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.456887] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-26T20:36:14.456945] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-26T20:36:14.456976] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-26T20:36:14.457831] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:14.457895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:14.459651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:14.460171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:14.460788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:14.461549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:14.462199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:14.464005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:14.465462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:14.466680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.472479] [DEBUG] [MAG       ] ARCC: Last date is validated at 2026-01-26
[2026-01-26T20:36:14.534864] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.548236] [DEBUG] [MAG       ] BEP: Last date is validated at 2026-01-26
[2026-01-26T20:36:14.663677] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.702007] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2026-01-26T20:36:14.702081] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=60.6254%)
[2026-01-26T20:36:14.705449] [INFO ] [main      ] Fetching symbol history for TAP...
[2026-01-26T20:36:14.705500] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2026-01-26T20:36:14.705853] [INFO ] [main      ] Progress: 191/392 forecasts completed (48.7%). PEN finished in 0.7s. ETA: 35.9s. Rate: 335.51 forecasts/min
[2026-01-26T20:36:14.717934] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.719119] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2026-01-26T20:36:14.719182] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2026-01-26T20:36:14.719215] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2026-01-26T20:36:14.720149] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:14.720213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:14.725182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:14.726187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:14.728745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:14.730304] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:14.754549] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2026-01-26T20:36:14.754675] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-3.26% (Conf=55.1053%)
[2026-01-26T20:36:14.754899] [INFO ] [main      ] Fetching symbol history for PEB...
[2026-01-26T20:36:14.754961] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2026-01-26T20:36:14.755833] [INFO ] [main      ] Progress: 192/392 forecasts completed (49.0%). ARCC finished in 0.7s. ETA: 35.6s. Rate: 336.77 forecasts/min
[2026-01-26T20:36:14.767084] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.768270] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2026-01-26T20:36:14.768327] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2026-01-26T20:36:14.768360] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2026-01-26T20:36:14.769245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:14.769310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:14.769612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:14.770217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:14.771377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:14.772172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:14.772203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:14.773839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.775058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:14.777216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:14.778047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.803793] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2026-01-26T20:36:14.803867] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=43.1255%)
[2026-01-26T20:36:14.804041] [INFO ] [main      ] Fetching symbol history for AEHL...
[2026-01-26T20:36:14.804088] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2026-01-26T20:36:14.805662] [INFO ] [main      ] Progress: 193/392 forecasts completed (49.2%). BEP finished in 0.6s. ETA: 35.3s. Rate: 338.03 forecasts/min
[2026-01-26T20:36:14.809590] [DEBUG] [MAG       ] NEM: Last date is validated at 2026-01-26
[2026-01-26T20:36:14.817194] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:14.819639] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2026-01-26T20:36:14.819728] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2026-01-26T20:36:14.819782] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2026-01-26T20:36:14.820693] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:14.820769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:14.827655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:14.829796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:14.830336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:14.830799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:14.831561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:14.981597] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.102407] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-26T20:36:15.102474] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=60.7726%)
[2026-01-26T20:36:15.102890] [INFO ] [main      ] Fetching symbol history for LEVI...
[2026-01-26T20:36:15.102948] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2026-01-26T20:36:15.103665] [INFO ] [main      ] Progress: 194/392 forecasts completed (49.5%). NEM finished in 0.7s. ETA: 35.3s. Rate: 336.85 forecasts/min
[2026-01-26T20:36:15.115498] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:15.116253] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2026-01-26T20:36:15.116306] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2026-01-26T20:36:15.116337] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2026-01-26T20:36:15.117182] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-26T20:36:15.117251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:15.122366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:15.124268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:15.124856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:15.125274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:15.126081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:15.126757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:15.127996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:15.128460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:15.129080] [DEBUG] [MAG       ] PEB: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.129534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:15.131247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:15.132285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:15.132993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:15.134106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:15.136152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:15.146945] [DEBUG] [MAG       ] TAP: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.186914] [DEBUG] [MAG       ] AEHL: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.303494] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.331566] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.361122] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.375381] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2026-01-26T20:36:15.375451] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=47.6917%)
[2026-01-26T20:36:15.375626] [INFO ] [main      ] Fetching symbol history for QQQI...
[2026-01-26T20:36:15.375673] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2026-01-26T20:36:15.376340] [INFO ] [main      ] Progress: 195/392 forecasts completed (49.7%). PEB finished in 0.6s. ETA: 35.2s. Rate: 335.94 forecasts/min
[2026-01-26T20:36:15.387159] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:15.388064] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2026-01-26T20:36:15.388116] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2026-01-26T20:36:15.388147] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2026-01-26T20:36:15.388956] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:15.389015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:15.393835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:15.395917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:15.396400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:15.396845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:15.399419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:15.400556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:15.434654] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2026-01-26T20:36:15.434734] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=63.7226%)
[2026-01-26T20:36:15.434905] [INFO ] [main      ] Fetching symbol history for BLK...
[2026-01-26T20:36:15.434959] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2026-01-26T20:36:15.436667] [INFO ] [main      ] Progress: 196/392 forecasts completed (50.0%). TAP finished in 0.7s. ETA: 34.9s. Rate: 337.08 forecasts/min
[2026-01-26T20:36:15.439896] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2026-01-26T20:36:15.439966] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=38.1053%)
[2026-01-26T20:36:15.440129] [INFO ] [main      ] Fetching symbol history for COYA...
[2026-01-26T20:36:15.440183] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2026-01-26T20:36:15.441619] [INFO ] [main      ] Progress: 197/392 forecasts completed (50.3%). AEHL finished in 0.6s. ETA: 34.5s. Rate: 338.75 forecasts/min
[2026-01-26T20:36:15.447828] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:15.449110] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2026-01-26T20:36:15.449168] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2026-01-26T20:36:15.449198] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2026-01-26T20:36:15.450045] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:15.450106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:15.451999] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:15.453246] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2026-01-26T20:36:15.453311] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2026-01-26T20:36:15.453355] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2026-01-26T20:36:15.454403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:15.454465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:15.456137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:15.459789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:15.481969] [DEBUG] [MAG       ] LEVI: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.502732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:15.506113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:15.525410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:15.651915] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.737549] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2026-01-26T20:36:15.737638] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=60.3632%)
[2026-01-26T20:36:15.738008] [INFO ] [main      ] Fetching symbol history for CRMD...
[2026-01-26T20:36:15.738058] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2026-01-26T20:36:15.738696] [INFO ] [main      ] Progress: 198/392 forecasts completed (50.5%). LEVI finished in 0.6s. ETA: 34.5s. Rate: 337.60 forecasts/min
[2026-01-26T20:36:15.750046] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:15.751277] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2026-01-26T20:36:15.751345] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2026-01-26T20:36:15.751378] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2026-01-26T20:36:15.752221] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:15.752288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:15.757366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:15.759272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:15.759821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:15.760218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:15.761166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:15.775872] [DEBUG] [MAG       ] QQQI: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.810555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:15.812309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:15.814689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:15.815838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:15.821774] [DEBUG] [MAG       ] BLK: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.868109] [DEBUG] [MAG       ] COYA: Last date is validated at 2026-01-26
[2026-01-26T20:36:15.950549] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:15.989480] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.037223] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2026-01-26T20:36:16.037317] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=48.2582%)
[2026-01-26T20:36:16.037831] [INFO ] [main      ] Progress: 199/392 forecasts completed (50.8%). QQQI finished in 0.7s. ETA: 34.4s. Rate: 336.44 forecasts/min
[2026-01-26T20:36:16.038179] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-26T20:36:16.038238] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-26T20:36:16.043249] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.052894] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.053925] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-26T20:36:16.053984] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-26T20:36:16.056472] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-26T20:36:16.057662] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:16.057736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:16.058624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:16.103665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.117098] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2026-01-26T20:36:16.117169] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=51.8734%)
[2026-01-26T20:36:16.117565] [INFO ] [main      ] Progress: 200/392 forecasts completed (51.0%). COYA finished in 0.7s. ETA: 34.1s. Rate: 337.37 forecasts/min
[2026-01-26T20:36:16.117720] [INFO ] [main      ] Fetching symbol history for PTF...
[2026-01-26T20:36:16.117763] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2026-01-26T20:36:16.128998] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.130604] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2026-01-26T20:36:16.130657] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2026-01-26T20:36:16.130698] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2026-01-26T20:36:16.131509] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:16.131568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:16.136415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:16.166036] [DEBUG] [MAG       ] CRMD: Last date is validated at 2026-01-26
[2026-01-26T20:36:16.169699] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2026-01-26T20:36:16.169769] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=57.9848%)
[2026-01-26T20:36:16.169928] [INFO ] [main      ] Fetching symbol history for EGY...
[2026-01-26T20:36:16.169972] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2026-01-26T20:36:16.170869] [INFO ] [main      ] Progress: 201/392 forecasts completed (51.3%). BLK finished in 0.7s. ETA: 33.8s. Rate: 338.55 forecasts/min
[2026-01-26T20:36:16.181521] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.182734] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2026-01-26T20:36:16.182808] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2026-01-26T20:36:16.182850] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2026-01-26T20:36:16.183724] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:16.183797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:16.184670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.251522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:16.253044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.338997] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.424418] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2026-01-26T20:36:16.424487] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=5.12% (Conf=40.7657%)
[2026-01-26T20:36:16.424663] [INFO ] [main      ] Fetching symbol history for SITM...
[2026-01-26T20:36:16.424710] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2026-01-26T20:36:16.425870] [INFO ] [main      ] Progress: 202/392 forecasts completed (51.5%). CRMD finished in 0.7s. ETA: 33.7s. Rate: 337.82 forecasts/min
[2026-01-26T20:36:16.437689] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.438596] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2026-01-26T20:36:16.438653] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2026-01-26T20:36:16.438691] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2026-01-26T20:36:16.439781] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:16.439844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:16.441807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:16.442495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:16.444981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:16.446665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.465663] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-26
[2026-01-26T20:36:16.551567] [DEBUG] [MAG       ] EGY: Last date is validated at 2026-01-26
[2026-01-26T20:36:16.597016] [DEBUG] [MAG       ] PTF: Last date is validated at 2026-01-26
[2026-01-26T20:36:16.654168] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.739364] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-26T20:36:16.739434] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=55.1157%)
[2026-01-26T20:36:16.739619] [INFO ] [main      ] Fetching symbol history for ARCO...
[2026-01-26T20:36:16.739668] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2026-01-26T20:36:16.740656] [INFO ] [main      ] Progress: 203/392 forecasts completed (51.8%). MBIN finished in 0.7s. ETA: 33.7s. Rate: 336.54 forecasts/min
[2026-01-26T20:36:16.741500] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.750994] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.751914] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2026-01-26T20:36:16.751972] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2026-01-26T20:36:16.752004] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2026-01-26T20:36:16.752982] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:16.753050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:16.758478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:16.760380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:16.766972] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:16.799443] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2026-01-26T20:36:16.799514] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=-2.85% (Conf=53.5245%)
[2026-01-26T20:36:16.799719] [INFO ] [main      ] Fetching symbol history for ONDS...
[2026-01-26T20:36:16.799787] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2026-01-26T20:36:16.800666] [INFO ] [main      ] Progress: 204/392 forecasts completed (52.0%). EGY finished in 0.6s. ETA: 33.4s. Rate: 337.64 forecasts/min
[2026-01-26T20:36:16.802662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:16.804081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:16.806939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:16.807695] [DEBUG] [MAG       ] SITM: Last date is validated at 2026-01-26
[2026-01-26T20:36:16.809211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:16.810634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.812072] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.813098] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2026-01-26T20:36:16.813158] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2026-01-26T20:36:16.813191] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2026-01-26T20:36:16.814044] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:16.814105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:16.819536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:16.820449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:16.821804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:16.824063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:16.826135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.868129] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2026-01-26T20:36:16.868213] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=55.3015%)
[2026-01-26T20:36:16.868586] [INFO ] [main      ] Fetching symbol history for AMPG...
[2026-01-26T20:36:16.868660] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2026-01-26T20:36:16.868664] [INFO ] [main      ] Progress: 205/392 forecasts completed (52.3%). PTF finished in 0.8s. ETA: 33.1s. Rate: 338.66 forecasts/min
[2026-01-26T20:36:16.880849] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:16.881795] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2026-01-26T20:36:16.881856] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2026-01-26T20:36:16.881890] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2026-01-26T20:36:16.882790] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:16.882850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:16.884164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:16.991390] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.137528] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2026-01-26T20:36:17.137639] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=50.7586%)
[2026-01-26T20:36:17.137829] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-26T20:36:17.137875] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-26T20:36:17.139148] [INFO ] [main      ] Progress: 206/392 forecasts completed (52.6%). SITM finished in 0.7s. ETA: 33.0s. Rate: 337.79 forecasts/min
[2026-01-26T20:36:17.151466] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:17.152205] [DEBUG] [MAG       ] ARCO: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.152346] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-26T20:36:17.152399] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-26T20:36:17.152430] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-26T20:36:17.153264] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:17.153330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:17.155078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:17.155640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:17.156133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:17.198986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:17.200203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:17.232557] [DEBUG] [MAG       ] ONDS: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.240646] [DEBUG] [MAG       ] AMPG: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.330449] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.399731] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2026-01-26T20:36:17.399801] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=55.7169%)
[2026-01-26T20:36:17.399968] [INFO ] [main      ] Fetching symbol history for HTD...
[2026-01-26T20:36:17.400014] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2026-01-26T20:36:17.401668] [INFO ] [main      ] Progress: 207/392 forecasts completed (52.8%). ARCO finished in 0.7s. ETA: 32.9s. Rate: 337.01 forecasts/min
[2026-01-26T20:36:17.402163] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.411049] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:17.411982] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2026-01-26T20:36:17.412041] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2026-01-26T20:36:17.412073] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2026-01-26T20:36:17.412918] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:17.412980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:17.414726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:17.415260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:17.416208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:17.419318] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.477207] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2026-01-26T20:36:17.477274] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=54.0059%)
[2026-01-26T20:36:17.477460] [INFO ] [main      ] Fetching symbol history for DKS...
[2026-01-26T20:36:17.477507] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2026-01-26T20:36:17.478654] [INFO ] [main      ] Progress: 208/392 forecasts completed (53.1%). ONDS finished in 0.7s. ETA: 32.7s. Rate: 337.94 forecasts/min
[2026-01-26T20:36:17.489210] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:17.490054] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2026-01-26T20:36:17.490126] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-12.68% (Conf=47.9484%)
[2026-01-26T20:36:17.490162] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2026-01-26T20:36:17.490214] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2026-01-26T20:36:17.490244] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2026-01-26T20:36:17.490483] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-26T20:36:17.490539] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-26T20:36:17.490613] [INFO ] [main      ] Progress: 209/392 forecasts completed (53.3%). AMPG finished in 0.6s. ETA: 32.3s. Rate: 339.45 forecasts/min
[2026-01-26T20:36:17.491031] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:17.491103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:17.491859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:17.492975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:17.494774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:17.496479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:17.503089] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:17.504197] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-26T20:36:17.504252] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-26T20:36:17.504283] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-26T20:36:17.505181] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:17.505247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:17.510601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:17.511607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:17.513392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:17.543939] [DEBUG] [MAG       ] IGSB: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.595999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:17.599869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:17.601035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:17.716700] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.757455] [DEBUG] [MAG       ] HTD: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.776450] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-26T20:36:17.776541] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=25.7641%)
[2026-01-26T20:36:17.776728] [INFO ] [main      ] Fetching symbol history for RCKY...
[2026-01-26T20:36:17.776781] [DEBUG] [REMOTE    ] RCKY: Fetching historical data.
[2026-01-26T20:36:17.778075] [INFO ] [main      ] Progress: 210/392 forecasts completed (53.6%). IGSB finished in 0.6s. ETA: 32.3s. Rate: 338.44 forecasts/min
[2026-01-26T20:36:17.790306] [DEBUG] [REMOTE    ] RCKY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:17.791284] [DEBUG] [LOCAL     ] Loaded configuration for RCKY: 7 features, N/A% accuracy
[2026-01-26T20:36:17.791344] [INFO ] [LOCAL     ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config
[2026-01-26T20:36:17.791386] [DEBUG] [MAG       ] Building data for symbol: RCKY with lookback: 0
[2026-01-26T20:36:17.792281] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:17.792347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:17.797515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:17.798382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:17.801063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:17.832413] [DEBUG] [MAG       ] DKS: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.846117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:17.847224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:17.849282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:17.850864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:17.928823] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:17.937158] [DEBUG] [MAG       ] AUDC: Last date is validated at 2026-01-26
[2026-01-26T20:36:17.990128] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2026-01-26T20:36:17.990200] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=46.355%)
[2026-01-26T20:36:17.990364] [INFO ] [main      ] Fetching symbol history for EOD...
[2026-01-26T20:36:17.990409] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2026-01-26T20:36:17.991673] [INFO ] [main      ] Progress: 211/392 forecasts completed (53.8%). HTD finished in 0.6s. ETA: 32.1s. Rate: 338.11 forecasts/min
[2026-01-26T20:36:18.002915] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.003833] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2026-01-26T20:36:18.003891] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2026-01-26T20:36:18.003924] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2026-01-26T20:36:18.004748] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-26T20:36:18.004814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:18.006523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:18.006751] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.007072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:18.007505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:18.009226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:18.048916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:18.050097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:18.051319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:18.053403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:18.072229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:18.073814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:18.075417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.104917] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.134895] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2026-01-26T20:36:18.134967] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=59.4912%)
[2026-01-26T20:36:18.135678] [INFO ] [main      ] Fetching symbol history for LSPD...
[2026-01-26T20:36:18.135732] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2026-01-26T20:36:18.136671] [INFO ] [main      ] Progress: 212/392 forecasts completed (54.1%). DKS finished in 0.7s. ETA: 31.9s. Rate: 338.41 forecasts/min
[2026-01-26T20:36:18.147857] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.149522] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2026-01-26T20:36:18.149592] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2026-01-26T20:36:18.149628] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2026-01-26T20:36:18.150474] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:18.150547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:18.155434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:18.157303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:18.157942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:18.159124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:18.161251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.172865] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-26T20:36:18.172932] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=3.13% (Conf=55.3167%)
[2026-01-26T20:36:18.173312] [INFO ] [main      ] Progress: 213/392 forecasts completed (54.3%). AUDC finished in 0.7s. ETA: 31.6s. Rate: 339.67 forecasts/min
[2026-01-26T20:36:18.173501] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-26T20:36:18.173569] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-26T20:36:18.187246] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.188238] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-26T20:36:18.188295] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-26T20:36:18.188327] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-26T20:36:18.189136] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:18.189199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:18.191701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:18.193460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:18.216139] [DEBUG] [MAG       ] RCKY: Last date is validated at 2026-01-26
[2026-01-26T20:36:18.241246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:18.245920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:18.261717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:18.263486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:18.265168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.399629] [DEBUG] [MAG       ] RCKY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.426916] [DEBUG] [MAG       ] EOD: Last date is validated at 2026-01-26
[2026-01-26T20:36:18.503896] [INFO ] [LOCAL     ] RCKY: Saved forecast.
[2026-01-26T20:36:18.503968] [INFO ] [main      ] RCKY: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=58.1593%)
[2026-01-26T20:36:18.504131] [INFO ] [main      ] Fetching symbol history for ULTA...
[2026-01-26T20:36:18.504182] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2026-01-26T20:36:18.504889] [INFO ] [main      ] Progress: 214/392 forecasts completed (54.6%). RCKY finished in 0.7s. ETA: 31.6s. Rate: 338.28 forecasts/min
[2026-01-26T20:36:18.515118] [DEBUG] [MAG       ] LSPD: Last date is validated at 2026-01-26
[2026-01-26T20:36:18.517779] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.518720] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2026-01-26T20:36:18.518779] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2026-01-26T20:36:18.518810] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2026-01-26T20:36:18.519672] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:18.519741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:18.525441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:18.527757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:18.528249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:18.528666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:18.529598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:18.530644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:18.531289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.596979] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.601693] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-26
[2026-01-26T20:36:18.690804] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.733949] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2026-01-26T20:36:18.734019] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=25.2952%)
[2026-01-26T20:36:18.734184] [INFO ] [main      ] Fetching symbol history for PKX...
[2026-01-26T20:36:18.734230] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2026-01-26T20:36:18.734802] [INFO ] [main      ] Progress: 215/392 forecasts completed (54.8%). EOD finished in 0.7s. ETA: 31.4s. Rate: 337.82 forecasts/min
[2026-01-26T20:36:18.744919] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.745775] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2026-01-26T20:36:18.745835] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2026-01-26T20:36:18.745867] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2026-01-26T20:36:18.746643] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:18.746702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:18.761961] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2026-01-26T20:36:18.762033] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=50.6472%)
[2026-01-26T20:36:18.762196] [INFO ] [main      ] Fetching symbol history for VLRS...
[2026-01-26T20:36:18.762239] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2026-01-26T20:36:18.762830] [INFO ] [main      ] Progress: 216/392 forecasts completed (55.1%). LSPD finished in 0.6s. ETA: 31.1s. Rate: 339.14 forecasts/min
[2026-01-26T20:36:18.768270] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:18.776510] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.777529] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2026-01-26T20:36:18.777610] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2026-01-26T20:36:18.777645] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2026-01-26T20:36:18.778610] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:18.778679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:18.784163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:18.786229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:18.786823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:18.787238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:18.787449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:18.788426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:18.789145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:18.789495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:18.790761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.869595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:18.871233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:18.873847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:18.898054] [DEBUG] [MAG       ] ULTA: Last date is validated at 2026-01-26
[2026-01-26T20:36:18.901939] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-26T20:36:18.902009] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=27.7051%)
[2026-01-26T20:36:18.902519] [INFO ] [main      ] Progress: 217/392 forecasts completed (55.4%). EVSD finished in 0.7s. ETA: 30.9s. Rate: 339.47 forecasts/min
[2026-01-26T20:36:18.902671] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-26T20:36:18.902715] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-26T20:36:18.915067] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:18.916196] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-26T20:36:18.916248] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-26T20:36:18.916279] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-26T20:36:18.917066] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:18.917127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:18.922025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:18.923815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:18.924301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:18.926315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:18.927085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:18.928690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:19.080059] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:19.132665] [DEBUG] [MAG       ] PKX: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.226321] [DEBUG] [MAG       ] VLRS: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.251693] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2026-01-26T20:36:19.251780] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=63.5582%)
[2026-01-26T20:36:19.251952] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-26T20:36:19.251998] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-26T20:36:19.252873] [INFO ] [main      ] Progress: 218/392 forecasts completed (55.6%). ULTA finished in 0.7s. ETA: 30.9s. Rate: 337.95 forecasts/min
[2026-01-26T20:36:19.263528] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.264426] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:19.267231] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-26T20:36:19.267291] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-26T20:36:19.267323] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-26T20:36:19.268197] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:19.268261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:19.270166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:19.270715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:19.272010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:19.274394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:19.318529] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:19.407480] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:19.414735] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2026-01-26T20:36:19.414802] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=48.5815%)
[2026-01-26T20:36:19.414959] [INFO ] [main      ] Fetching symbol history for LKQ...
[2026-01-26T20:36:19.415001] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2026-01-26T20:36:19.416007] [INFO ] [main      ] Progress: 219/392 forecasts completed (55.9%). PKX finished in 0.7s. ETA: 30.7s. Rate: 338.07 forecasts/min
[2026-01-26T20:36:19.427534] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:19.429338] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2026-01-26T20:36:19.429407] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2026-01-26T20:36:19.429448] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2026-01-26T20:36:19.430324] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:19.430390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:19.436244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:19.438682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:19.438863] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:19.439220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:19.439722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:19.440143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:19.441085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:19.443946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:19.484259] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2026-01-26T20:36:19.484328] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=55.0169%)
[2026-01-26T20:36:19.484492] [INFO ] [main      ] Fetching symbol history for GTY...
[2026-01-26T20:36:19.484537] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2026-01-26T20:36:19.484819] [INFO ] [main      ] Progress: 220/392 forecasts completed (56.1%). VLRS finished in 0.7s. ETA: 30.4s. Rate: 339.02 forecasts/min
[2026-01-26T20:36:19.486309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:19.498831] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:19.499898] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2026-01-26T20:36:19.499966] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2026-01-26T20:36:19.500000] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2026-01-26T20:36:19.500896] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:19.500963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:19.506481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:19.508666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:19.509238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:19.509704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:19.532770] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-26T20:36:19.532836] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=43.9866%)
[2026-01-26T20:36:19.533136] [INFO ] [main      ] Progress: 221/392 forecasts completed (56.4%). MAXI finished in 0.6s. ETA: 30.2s. Rate: 340.14 forecasts/min
[2026-01-26T20:36:19.533253] [INFO ] [main      ] Fetching symbol history for PEG...
[2026-01-26T20:36:19.533294] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2026-01-26T20:36:19.544588] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:19.545388] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2026-01-26T20:36:19.545445] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2026-01-26T20:36:19.545479] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2026-01-26T20:36:19.546272] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:19.546331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:19.551153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:19.553588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:19.554409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:19.557148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:19.638002] [DEBUG] [MAG       ] TRI: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.825746] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:19.833116] [DEBUG] [MAG       ] LKQ: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.864456] [DEBUG] [MAG       ] GTY: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.910216] [DEBUG] [MAG       ] PEG: Last date is validated at 2026-01-26
[2026-01-26T20:36:19.960928] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-26T20:36:19.961005] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=57.2798%)
[2026-01-26T20:36:19.961183] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-26T20:36:19.961231] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-26T20:36:19.961952] [INFO ] [main      ] Progress: 222/392 forecasts completed (56.6%). TRI finished in 0.7s. ETA: 30.2s. Rate: 337.96 forecasts/min
[2026-01-26T20:36:19.973656] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:19.974743] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-26T20:36:19.974800] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-26T20:36:19.974833] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-26T20:36:19.975741] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:19.975806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:19.981054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:19.982976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:19.983464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:19.983897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:19.984657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.011998] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.031242] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.076842] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.100397] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2026-01-26T20:36:20.100486] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=59.6899%)
[2026-01-26T20:36:20.100941] [INFO ] [main      ] Fetching symbol history for FNKO...
[2026-01-26T20:36:20.101005] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2026-01-26T20:36:20.101110] [INFO ] [main      ] Progress: 223/392 forecasts completed (56.9%). GTY finished in 0.6s. ETA: 30.0s. Rate: 338.28 forecasts/min
[2026-01-26T20:36:20.107999] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2026-01-26T20:36:20.108082] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=57.6575%)
[2026-01-26T20:36:20.108256] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-26T20:36:20.108301] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-26T20:36:20.108929] [INFO ] [main      ] Progress: 224/392 forecasts completed (57.1%). LKQ finished in 0.7s. ETA: 29.7s. Rate: 339.73 forecasts/min
[2026-01-26T20:36:20.114822] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.115703] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2026-01-26T20:36:20.115756] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2026-01-26T20:36:20.115788] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2026-01-26T20:36:20.116609] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:20.116670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:20.119969] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.120660] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-26T20:36:20.120718] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-26T20:36:20.120751] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-26T20:36:20.121531] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:20.121615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:20.122349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:20.174021] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2026-01-26T20:36:20.174085] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=58.5019%)
[2026-01-26T20:36:20.174395] [INFO ] [main      ] Progress: 225/392 forecasts completed (57.4%). PEG finished in 0.6s. ETA: 29.4s. Rate: 340.69 forecasts/min
[2026-01-26T20:36:20.174509] [INFO ] [main      ] Fetching symbol history for LCII...
[2026-01-26T20:36:20.174551] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2026-01-26T20:36:20.186092] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.187173] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2026-01-26T20:36:20.187225] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2026-01-26T20:36:20.187255] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2026-01-26T20:36:20.188074] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:20.188136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:20.192996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:20.194778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:20.195272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:20.195698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:20.198096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:20.200112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:20.202939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.234767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:20.235820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:20.236425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:20.236502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:20.239107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:20.240395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:20.241547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.241654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:20.243851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:20.244346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:20.245504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:20.247624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:20.249417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.354236] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-26
[2026-01-26T20:36:20.541228] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.556689] [DEBUG] [MAG       ] LCII: Last date is validated at 2026-01-26
[2026-01-26T20:36:20.588799] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-26
[2026-01-26T20:36:20.603266] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-26T20:36:20.603349] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=54.9399%)
[2026-01-26T20:36:20.603564] [INFO ] [main      ] Fetching symbol history for CFO...
[2026-01-26T20:36:20.604011] [INFO ] [main      ] Progress: 226/392 forecasts completed (57.7%). VCSH finished in 0.6s. ETA: 29.4s. Rate: 338.53 forecasts/min
[2026-01-26T20:36:20.603653] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2026-01-26T20:36:20.611068] [DEBUG] [MAG       ] FNKO: Last date is validated at 2026-01-26
[2026-01-26T20:36:20.616063] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.617318] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2026-01-26T20:36:20.617378] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2026-01-26T20:36:20.617438] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2026-01-26T20:36:20.618446] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:20.618520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:20.620545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:20.621221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:20.621680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:20.727678] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.740539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:20.743125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:20.761325] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.787274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.815513] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:20.839775] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-26T20:36:20.839848] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=56.0922%)
[2026-01-26T20:36:20.840019] [INFO ] [main      ] Fetching symbol history for LCNB...
[2026-01-26T20:36:20.840064] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2026-01-26T20:36:20.840316] [INFO ] [main      ] Progress: 227/392 forecasts completed (57.9%). HOMB finished in 0.7s. ETA: 29.3s. Rate: 338.04 forecasts/min
[2026-01-26T20:36:20.851597] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.854852] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2026-01-26T20:36:20.854926] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2026-01-26T20:36:20.854961] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2026-01-26T20:36:20.855801] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:20.855866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:20.860923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:20.862820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:20.863352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:20.863829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:20.864233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:20.865376] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2026-01-26T20:36:20.865448] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-3.80% (Conf=43.6611%)
[2026-01-26T20:36:20.865739] [INFO ] [main      ] Fetching symbol history for MCI...
[2026-01-26T20:36:20.865800] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2026-01-26T20:36:20.866637] [INFO ] [main      ] Progress: 228/392 forecasts completed (58.2%). LCII finished in 0.7s. ETA: 29.0s. Rate: 339.30 forecasts/min
[2026-01-26T20:36:20.866759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:20.877299] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.878164] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2026-01-26T20:36:20.878215] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2026-01-26T20:36:20.878246] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2026-01-26T20:36:20.879356] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:20.879418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:20.884294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:20.884329] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2026-01-26T20:36:20.884409] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=4.26% (Conf=51.7373%)
[2026-01-26T20:36:20.884591] [INFO ] [main      ] Fetching symbol history for WBX...
[2026-01-26T20:36:20.884639] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2026-01-26T20:36:20.885447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:20.886731] [INFO ] [main      ] Progress: 229/392 forecasts completed (58.4%). FNKO finished in 0.8s. ETA: 28.7s. Rate: 340.62 forecasts/min
[2026-01-26T20:36:20.888973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:20.891816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:20.893383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.896231] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:20.897892] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2026-01-26T20:36:20.897959] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2026-01-26T20:36:20.897993] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2026-01-26T20:36:20.898877] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:20.899289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:20.904561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:20.905339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:20.991162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:20.992195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:21.167395] [DEBUG] [MAG       ] CFO: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.248440] [DEBUG] [MAG       ] MCI: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.260092] [DEBUG] [MAG       ] WBX: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.338980] [DEBUG] [MAG       ] LCNB: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.363060] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:21.417964] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:21.430429] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:21.449260] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2026-01-26T20:36:21.449335] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=52.4712%)
[2026-01-26T20:36:21.449512] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-26T20:36:21.449558] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-26T20:36:21.450020] [INFO ] [main      ] Progress: 230/392 forecasts completed (58.7%). CFO finished in 0.8s. ETA: 28.8s. Rate: 337.40 forecasts/min
[2026-01-26T20:36:21.462348] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:21.463563] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-26T20:36:21.463636] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-26T20:36:21.463668] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-26T20:36:21.464507] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:21.464595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:21.470091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:21.472014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:21.472535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:21.473037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:21.475601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:21.507385] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2026-01-26T20:36:21.507481] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=52.4144%)
[2026-01-26T20:36:21.507554] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:21.507850] [INFO ] [main      ] Progress: 231/392 forecasts completed (58.9%). MCI finished in 0.6s. ETA: 28.5s. Rate: 338.39 forecasts/min
[2026-01-26T20:36:21.507983] [INFO ] [main      ] Fetching symbol history for CNSP...
[2026-01-26T20:36:21.508025] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2026-01-26T20:36:21.519031] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:21.519705] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2026-01-26T20:36:21.519768] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=65.8947%)
[2026-01-26T20:36:21.519918] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2026-01-26T20:36:21.519982] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2026-01-26T20:36:21.520014] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2026-01-26T20:36:21.520174] [INFO ] [main      ] Fetching symbol history for KMX...
[2026-01-26T20:36:21.520226] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2026-01-26T20:36:21.520696] [INFO ] [main      ] Progress: 232/392 forecasts completed (59.2%). WBX finished in 0.6s. ETA: 28.3s. Rate: 339.74 forecasts/min
[2026-01-26T20:36:21.521079] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:21.521138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:21.526311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:21.527569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:21.529038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:21.529787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:21.530511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:21.530762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:21.531813] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:21.531909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:21.532745] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2026-01-26T20:36:21.532800] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2026-01-26T20:36:21.532832] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2026-01-26T20:36:21.533658] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:21.533730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:21.538771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:21.540724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:21.541295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:21.541713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:21.542601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:21.576513] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2026-01-26T20:36:21.576603] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=60.5229%)
[2026-01-26T20:36:21.576785] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-26T20:36:21.576832] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-26T20:36:21.578765] [INFO ] [main      ] Progress: 233/392 forecasts completed (59.4%). LCNB finished in 0.7s. ETA: 28.0s. Rate: 340.73 forecasts/min
[2026-01-26T20:36:21.584697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:21.588292] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:21.589366] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-26T20:36:21.589433] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-26T20:36:21.589468] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-26T20:36:21.590425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:21.590488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:21.595795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:21.597821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:21.598360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:21.598805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:21.601358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:21.606535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:21.896078] [DEBUG] [MAG       ] CNSP: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.923089] [DEBUG] [MAG       ] KMX: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.944038] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-26
[2026-01-26T20:36:21.972818] [DEBUG] [MAG       ] SIEB: Last date is validated at 2026-01-26
[2026-01-26T20:36:22.069470] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.093782] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.109324] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.154685] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.180888] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-26T20:36:22.180954] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=51.1181%)
[2026-01-26T20:36:22.181290] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-26T20:36:22.181340] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-26T20:36:22.181662] [INFO ] [main      ] Progress: 234/392 forecasts completed (59.7%). QYLG finished in 0.7s. ETA: 28.1s. Rate: 337.23 forecasts/min
[2026-01-26T20:36:22.192727] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2026-01-26T20:36:22.192796] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=15.98% (Conf=29.7596%)
[2026-01-26T20:36:22.192953] [INFO ] [main      ] Fetching symbol history for NVS...
[2026-01-26T20:36:22.192997] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2026-01-26T20:36:22.193156] [INFO ] [main      ] Progress: 235/392 forecasts completed (59.9%). CNSP finished in 0.7s. ETA: 27.8s. Rate: 338.58 forecasts/min
[2026-01-26T20:36:22.194113] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.195228] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-26T20:36:22.195290] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-26T20:36:22.195322] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-26T20:36:22.196229] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:22.196296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.201381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:22.202391] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2026-01-26T20:36:22.202457] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-13.90% (Conf=43.5309%)
[2026-01-26T20:36:22.202772] [INFO ] [main      ] Fetching symbol history for BOH...
[2026-01-26T20:36:22.202777] [INFO ] [main      ] Progress: 236/392 forecasts completed (60.2%). KMX finished in 0.7s. ETA: 27.5s. Rate: 339.94 forecasts/min
[2026-01-26T20:36:22.202825] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2026-01-26T20:36:22.203282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:22.203791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:22.204192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:22.206450] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.207244] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2026-01-26T20:36:22.207297] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2026-01-26T20:36:22.207329] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2026-01-26T20:36:22.208171] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:22.208247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.213199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:22.214083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:22.214277] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.214942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:22.215441] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2026-01-26T20:36:22.215493] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2026-01-26T20:36:22.215524] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2026-01-26T20:36:22.216303] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:22.216327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:22.216365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.219698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:22.220845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.221283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:22.221963] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-26T20:36:22.222035] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-5.34% (Conf=56.5313%)
[2026-01-26T20:36:22.222202] [INFO ] [main      ] Fetching symbol history for INTC...
[2026-01-26T20:36:22.222248] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2026-01-26T20:36:22.222184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:22.222651] [INFO ] [main      ] Progress: 237/392 forecasts completed (60.5%). SIEB finished in 0.6s. ETA: 27.3s. Rate: 341.22 forecasts/min
[2026-01-26T20:36:22.223812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:22.228045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:22.229140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.234535] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.235667] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2026-01-26T20:36:22.235725] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2026-01-26T20:36:22.235759] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2026-01-26T20:36:22.236670] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:22.236748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.242167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:22.286657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:22.288209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:22.288923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:22.290901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:22.291735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:22.293556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.316011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:22.317501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:22.319850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:22.320324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:22.321494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:22.323486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.563756] [DEBUG] [MAG       ] BOH: Last date is validated at 2026-01-26
[2026-01-26T20:36:22.569638] [DEBUG] [MAG       ] NVS: Last date is validated at 2026-01-26
[2026-01-26T20:36:22.647714] [DEBUG] [MAG       ] INTC: Last date is validated at 2026-01-26
[2026-01-26T20:36:22.665992] [DEBUG] [MAG       ] ESTC: Last date is validated at 2026-01-26
[2026-01-26T20:36:22.735389] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.748031] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.825596] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.827165] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2026-01-26T20:36:22.827233] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=56.6925%)
[2026-01-26T20:36:22.827635] [INFO ] [main      ] Fetching symbol history for HOLO...
[2026-01-26T20:36:22.827688] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2026-01-26T20:36:22.827664] [INFO ] [main      ] Progress: 238/392 forecasts completed (60.7%). BOH finished in 0.6s. ETA: 27.4s. Rate: 337.76 forecasts/min
[2026-01-26T20:36:22.839237] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:22.839309] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.840229] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2026-01-26T20:36:22.840287] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2026-01-26T20:36:22.840318] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2026-01-26T20:36:22.841136] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:22.841197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:22.842922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:22.843461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:22.843886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:22.844774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:22.846287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.856161] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2026-01-26T20:36:22.856230] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=47.2228%)
[2026-01-26T20:36:22.856398] [INFO ] [main      ] Fetching symbol history for ACM...
[2026-01-26T20:36:22.856443] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2026-01-26T20:36:22.857178] [INFO ] [main      ] Progress: 239/392 forecasts completed (61.0%). NVS finished in 0.7s. ETA: 27.1s. Rate: 338.94 forecasts/min
[2026-01-26T20:36:22.868367] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.869389] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2026-01-26T20:36:22.869450] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2026-01-26T20:36:22.869493] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2026-01-26T20:36:22.870338] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:22.870412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:22.872276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:22.872847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:22.873267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:22.939700] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2026-01-26T20:36:22.939771] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=55.1025%)
[2026-01-26T20:36:22.939955] [INFO ] [main      ] Fetching symbol history for TXRH...
[2026-01-26T20:36:22.940014] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2026-01-26T20:36:22.940871] [INFO ] [main      ] Progress: 240/392 forecasts completed (61.2%). INTC finished in 0.7s. ETA: 26.8s. Rate: 339.69 forecasts/min
[2026-01-26T20:36:22.952362] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.953376] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2026-01-26T20:36:22.953434] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2026-01-26T20:36:22.953465] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2026-01-26T20:36:22.954298] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:22.954362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.959459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:22.962626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:22.975480] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-26T20:36:22.975551] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=50.4264%)
[2026-01-26T20:36:22.975727] [INFO ] [main      ] Fetching symbol history for REFI...
[2026-01-26T20:36:22.975771] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2026-01-26T20:36:22.977700] [INFO ] [main      ] Progress: 241/392 forecasts completed (61.5%). ESTC finished in 0.8s. ETA: 26.6s. Rate: 340.80 forecasts/min
[2026-01-26T20:36:22.987847] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:22.988921] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2026-01-26T20:36:22.988985] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2026-01-26T20:36:22.989019] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2026-01-26T20:36:22.989835] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:22.989905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:22.994845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:22.996719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:22.997197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:22.997637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:22.999233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:23.038500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:23.040049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:23.040725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:23.043746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:23.045389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.080539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:23.095930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:23.097455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.181621] [DEBUG] [MAG       ] HOLO: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.224405] [DEBUG] [MAG       ] ACM: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.351617] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:23.387283] [DEBUG] [MAG       ] REFI: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.403268] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:23.443958] [DEBUG] [MAG       ] TXRH: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.513223] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2026-01-26T20:36:23.513289] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=67.6611%)
[2026-01-26T20:36:23.513656] [INFO ] [main      ] Fetching symbol history for EOG...
[2026-01-26T20:36:23.513707] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2026-01-26T20:36:23.514654] [INFO ] [main      ] Progress: 242/392 forecasts completed (61.7%). ACM finished in 0.7s. ETA: 26.6s. Rate: 337.94 forecasts/min
[2026-01-26T20:36:23.525546] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:23.526648] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2026-01-26T20:36:23.526701] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2026-01-26T20:36:23.526732] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2026-01-26T20:36:23.527523] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:23.527604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:23.532353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:23.534793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:23.536140] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2026-01-26T20:36:23.536207] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=37.878%)
[2026-01-26T20:36:23.536365] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-26T20:36:23.536408] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-26T20:36:23.537664] [INFO ] [main      ] Progress: 243/392 forecasts completed (62.0%). HOLO finished in 0.7s. ETA: 26.4s. Rate: 339.16 forecasts/min
[2026-01-26T20:36:23.548370] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:23.549590] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-26T20:36:23.549644] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-26T20:36:23.549676] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-26T20:36:23.550669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:23.550728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:23.551831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:23.552779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:23.553466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:23.555081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.560007] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:23.615900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:23.616021] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:23.617985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.631070] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2026-01-26T20:36:23.631140] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=49.3732%)
[2026-01-26T20:36:23.631295] [INFO ] [main      ] Fetching symbol history for BANX...
[2026-01-26T20:36:23.631340] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2026-01-26T20:36:23.632012] [INFO ] [main      ] Progress: 244/392 forecasts completed (62.2%). REFI finished in 0.7s. ETA: 26.1s. Rate: 339.81 forecasts/min
[2026-01-26T20:36:23.644078] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:23.645009] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2026-01-26T20:36:23.645061] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2026-01-26T20:36:23.645103] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2026-01-26T20:36:23.645894] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:23.645960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:23.647675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:23.648174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:23.648560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:23.649332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:23.650065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:23.652762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:23.657080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:23.658488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.850945] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2026-01-26T20:36:23.851025] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=60.2298%)
[2026-01-26T20:36:23.851184] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2026-01-26T20:36:23.851227] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2026-01-26T20:36:23.853670] [INFO ] [main      ] Progress: 245/392 forecasts completed (62.5%). TXRH finished in 0.9s. ETA: 26.0s. Rate: 339.45 forecasts/min
[2026-01-26T20:36:23.862446] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:23.863658] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2026-01-26T20:36:23.863712] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2026-01-26T20:36:23.863744] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2026-01-26T20:36:23.864563] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:23.864647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:23.866341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:23.866881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:23.867329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:23.867783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:23.889957] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.913018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:23.914293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:23.915928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:23.971838] [DEBUG] [MAG       ] EOG: Last date is validated at 2026-01-26
[2026-01-26T20:36:23.997139] [DEBUG] [MAG       ] BANX: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.058876] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.151124] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.164041] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.184717] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-26T20:36:24.184786] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=49.6509%)
[2026-01-26T20:36:24.185189] [INFO ] [main      ] Fetching symbol history for PFGC...
[2026-01-26T20:36:24.185256] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2026-01-26T20:36:24.185652] [INFO ] [main      ] Progress: 246/392 forecasts completed (62.8%). VAC finished in 0.6s. ETA: 25.9s. Rate: 338.25 forecasts/min
[2026-01-26T20:36:24.198164] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:24.199563] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2026-01-26T20:36:24.199633] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2026-01-26T20:36:24.199665] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2026-01-26T20:36:24.200476] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:24.200538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:24.201784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:24.202520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:24.230040] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2026-01-26T20:36:24.230106] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=56.8894%)
[2026-01-26T20:36:24.230463] [INFO ] [main      ] Progress: 247/392 forecasts completed (63.0%). BANX finished in 0.6s. ETA: 25.6s. Rate: 339.27 forecasts/min
[2026-01-26T20:36:24.230858] [INFO ] [main      ] Fetching symbol history for LNZA...
[2026-01-26T20:36:24.230907] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2026-01-26T20:36:24.245239] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:24.246330] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2026-01-26T20:36:24.246389] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2026-01-26T20:36:24.246420] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2026-01-26T20:36:24.247263] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:24.247323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:24.252235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:24.253259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:24.255088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:24.256163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:24.257308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:24.259317] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.273927] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2026-01-26T20:36:24.274000] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=55.6969%)
[2026-01-26T20:36:24.274649] [INFO ] [main      ] Progress: 248/392 forecasts completed (63.3%). EOG finished in 0.8s. ETA: 25.4s. Rate: 340.30 forecasts/min
[2026-01-26T20:36:24.274409] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-26T20:36:24.277631] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-26T20:36:24.289855] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:24.290735] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-26T20:36:24.290789] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-26T20:36:24.290843] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-26T20:36:24.291677] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:24.291740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:24.296663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:24.298527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:24.299087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:24.299485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:24.300365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:24.417452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:24.427328] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.491292] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2026-01-26T20:36:24.491358] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=60.7176%)
[2026-01-26T20:36:24.491515] [INFO ] [main      ] Fetching symbol history for VCRB...
[2026-01-26T20:36:24.491558] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2026-01-26T20:36:24.493676] [INFO ] [main      ] Progress: 249/392 forecasts completed (63.5%). BHFAM finished in 0.6s. ETA: 25.2s. Rate: 339.97 forecasts/min
[2026-01-26T20:36:24.503036] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:24.503916] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2026-01-26T20:36:24.503975] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2026-01-26T20:36:24.504008] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2026-01-26T20:36:24.504849] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:24.504910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:24.510121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:24.511125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:24.511753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:24.513325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:24.551866] [DEBUG] [MAG       ] PFGC: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.599875] [DEBUG] [MAG       ] LNZA: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.721234] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.767462] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:24.803607] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.813199] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2026-01-26T20:36:24.813273] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=55.1071%)
[2026-01-26T20:36:24.813436] [INFO ] [main      ] Fetching symbol history for METCB...
[2026-01-26T20:36:24.813479] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2026-01-26T20:36:24.814707] [INFO ] [main      ] Progress: 250/392 forecasts completed (63.8%). PFGC finished in 0.6s. ETA: 25.1s. Rate: 338.86 forecasts/min
[2026-01-26T20:36:24.825496] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:24.826462] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2026-01-26T20:36:24.826513] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2026-01-26T20:36:24.826545] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2026-01-26T20:36:24.827364] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:24.827446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:24.828218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:24.828976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:24.860357] [DEBUG] [MAG       ] VCRB: Last date is validated at 2026-01-26
[2026-01-26T20:36:24.992330] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.032440] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.068285] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-26T20:36:25.068355] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=57.4301%)
[2026-01-26T20:36:25.068732] [INFO ] [main      ] Progress: 251/392 forecasts completed (64.0%). BXSL finished in 0.8s. ETA: 25.0s. Rate: 338.27 forecasts/min
[2026-01-26T20:36:25.068877] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-26T20:36:25.068936] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-26T20:36:25.081780] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.082600] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-26T20:36:25.082653] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-26T20:36:25.082685] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-26T20:36:25.083503] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:25.083563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:25.084350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.086624] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2026-01-26T20:36:25.086698] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-9.14% (Conf=47.7651%)
[2026-01-26T20:36:25.086860] [INFO ] [main      ] Fetching symbol history for PDBC...
[2026-01-26T20:36:25.086904] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2026-01-26T20:36:25.087880] [INFO ] [main      ] Progress: 252/392 forecasts completed (64.3%). LNZA finished in 0.9s. ETA: 24.7s. Rate: 339.48 forecasts/min
[2026-01-26T20:36:25.097479] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2026-01-26T20:36:25.097546] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=61.5047%)
[2026-01-26T20:36:25.097721] [INFO ] [main      ] Fetching symbol history for PAYO...
[2026-01-26T20:36:25.097765] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2026-01-26T20:36:25.099012] [INFO ] [main      ] Progress: 253/392 forecasts completed (64.5%). VCRB finished in 0.6s. ETA: 24.5s. Rate: 340.74 forecasts/min
[2026-01-26T20:36:25.101683] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.102886] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2026-01-26T20:36:25.102943] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2026-01-26T20:36:25.102975] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2026-01-26T20:36:25.103841] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:25.103902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:25.108785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:25.110677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:25.111175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:25.111595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:25.112554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.112683] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.113452] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2026-01-26T20:36:25.113508] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2026-01-26T20:36:25.113539] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2026-01-26T20:36:25.114362] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:25.114423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:25.116153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:25.116679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:25.117072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:25.118395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:25.119127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.176469] [DEBUG] [MAG       ] METCB: Last date is validated at 2026-01-26
[2026-01-26T20:36:25.344521] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.417049] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2026-01-26T20:36:25.417314] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=57.4076%)
[2026-01-26T20:36:25.417696] [INFO ] [main      ] Fetching symbol history for MNY...
[2026-01-26T20:36:25.417748] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2026-01-26T20:36:25.418548] [INFO ] [main      ] Progress: 254/392 forecasts completed (64.8%). METCB finished in 0.6s. ETA: 24.4s. Rate: 339.65 forecasts/min
[2026-01-26T20:36:25.429461] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.430646] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2026-01-26T20:36:25.430704] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2026-01-26T20:36:25.430734] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2026-01-26T20:36:25.431512] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:25.431570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:25.432985] [DEBUG] [MAG       ] CDC: Last date is validated at 2026-01-26
[2026-01-26T20:36:25.436430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.450410] [DEBUG] [MAG       ] PDBC: Last date is validated at 2026-01-26
[2026-01-26T20:36:25.457215] [DEBUG] [MAG       ] PAYO: Last date is validated at 2026-01-26
[2026-01-26T20:36:25.602836] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.618347] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.624997] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:25.677254] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2026-01-26T20:36:25.677322] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=57.5687%)
[2026-01-26T20:36:25.677499] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-26T20:36:25.677545] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-26T20:36:25.677948] [INFO ] [main      ] Progress: 255/392 forecasts completed (65.1%). PDBC finished in 0.6s. ETA: 24.2s. Rate: 339.03 forecasts/min
[2026-01-26T20:36:25.679078] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-26T20:36:25.679146] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=46.1732%)
[2026-01-26T20:36:25.680185] [INFO ] [main      ] Progress: 256/392 forecasts completed (65.3%). CDC finished in 0.6s. ETA: 24.0s. Rate: 340.34 forecasts/min
[2026-01-26T20:36:25.680324] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-26T20:36:25.680368] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-26T20:36:25.688206] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2026-01-26T20:36:25.688275] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=67.1164%)
[2026-01-26T20:36:25.688425] [INFO ] [main      ] Fetching symbol history for DBRG...
[2026-01-26T20:36:25.688468] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2026-01-26T20:36:25.688791] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.688888] [INFO ] [main      ] Progress: 257/392 forecasts completed (65.6%). PAYO finished in 0.6s. ETA: 23.7s. Rate: 341.60 forecasts/min
[2026-01-26T20:36:25.689777] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-26T20:36:25.689831] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-26T20:36:25.689861] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-26T20:36:25.691361] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:25.691435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:25.692403] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.693269] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-26T20:36:25.693320] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-26T20:36:25.693325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:25.693352] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-26T20:36:25.693871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:25.694163] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-26T20:36:25.694265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:25.695639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:25.697780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:25.699909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.700220] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:25.701102] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2026-01-26T20:36:25.701152] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2026-01-26T20:36:25.701184] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2026-01-26T20:36:25.702018] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:25.702085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:25.741168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:25.778256] [DEBUG] [MAG       ] MNY: Last date is validated at 2026-01-26
[2026-01-26T20:36:25.817807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:25.820166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:36:25.825965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:25.957071] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.011470] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2026-01-26T20:36:26.011538] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=47.227%)
[2026-01-26T20:36:26.011727] [INFO ] [main      ] Fetching symbol history for VTS...
[2026-01-26T20:36:26.011774] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2026-01-26T20:36:26.012893] [INFO ] [main      ] Progress: 258/392 forecasts completed (65.8%). MNY finished in 0.6s. ETA: 23.6s. Rate: 340.49 forecasts/min
[2026-01-26T20:36:26.025541] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.026814] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2026-01-26T20:36:26.026873] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2026-01-26T20:36:26.026905] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2026-01-26T20:36:26.027837] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:26.027913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:26.033055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:26.034981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:26.035488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:26.035922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.040318] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.051225] [DEBUG] [MAG       ] GIS: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.208763] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.224807] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.237638] [DEBUG] [MAG       ] DBRG: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.271456] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-26T20:36:26.271530] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=64.7029%)
[2026-01-26T20:36:26.271722] [INFO ] [main      ] Fetching symbol history for PSTL...
[2026-01-26T20:36:26.271767] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2026-01-26T20:36:26.272659] [INFO ] [main      ] Progress: 259/392 forecasts completed (66.1%). UNMA finished in 0.6s. ETA: 23.5s. Rate: 339.87 forecasts/min
[2026-01-26T20:36:26.285190] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.286281] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2026-01-26T20:36:26.286689] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2026-01-26T20:36:26.286725] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2026-01-26T20:36:26.287540] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:26.287678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:26.292922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.309822] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-26T20:36:26.309893] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=54.4664%)
[2026-01-26T20:36:26.310240] [INFO ] [main      ] Fetching symbol history for ARM...
[2026-01-26T20:36:26.310293] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2026-01-26T20:36:26.310659] [INFO ] [main      ] Progress: 260/392 forecasts completed (66.3%). GIS finished in 0.6s. ETA: 23.2s. Rate: 340.89 forecasts/min
[2026-01-26T20:36:26.323056] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.324012] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2026-01-26T20:36:26.324067] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2026-01-26T20:36:26.324099] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2026-01-26T20:36:26.324935] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:26.324999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:26.330096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:26.332006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:26.332521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:26.332996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:26.333405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:26.334374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:26.336931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:26.338015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.391329] [DEBUG] [MAG       ] VTS: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.412910] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.489715] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2026-01-26T20:36:26.489793] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=56.6191%)
[2026-01-26T20:36:26.489950] [INFO ] [main      ] Fetching symbol history for DEI...
[2026-01-26T20:36:26.489995] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2026-01-26T20:36:26.491654] [INFO ] [main      ] Progress: 261/392 forecasts completed (66.6%). DBRG finished in 0.8s. ETA: 23.1s. Rate: 340.86 forecasts/min
[2026-01-26T20:36:26.501824] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.502657] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2026-01-26T20:36:26.502710] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2026-01-26T20:36:26.502741] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2026-01-26T20:36:26.503502] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:26.503563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:26.504672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:26.567123] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.632010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:26.633303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:26.634865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.643660] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2026-01-26T20:36:26.643735] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=3.33% (Conf=64.626%)
[2026-01-26T20:36:26.643893] [INFO ] [main      ] Fetching symbol history for WTI...
[2026-01-26T20:36:26.643946] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2026-01-26T20:36:26.645036] [INFO ] [main      ] Progress: 262/392 forecasts completed (66.8%). VTS finished in 0.6s. ETA: 22.9s. Rate: 341.02 forecasts/min
[2026-01-26T20:36:26.658312] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.659770] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2026-01-26T20:36:26.659832] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2026-01-26T20:36:26.659864] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2026-01-26T20:36:26.660777] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:26.660842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:26.664053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:26.665278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:26.668309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:26.670138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.688787] [DEBUG] [MAG       ] ARM: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.695661] [DEBUG] [MAG       ] PSTL: Last date is validated at 2026-01-26
[2026-01-26T20:36:26.865374] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.870404] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:26.933429] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2026-01-26T20:36:26.933499] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=2.28% (Conf=54.7863%)
[2026-01-26T20:36:26.933677] [INFO ] [main      ] Fetching symbol history for EMN...
[2026-01-26T20:36:26.933726] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2026-01-26T20:36:26.934676] [INFO ] [main      ] Progress: 263/392 forecasts completed (67.1%). PSTL finished in 0.7s. ETA: 22.8s. Rate: 340.19 forecasts/min
[2026-01-26T20:36:26.946014] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:26.947250] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2026-01-26T20:36:26.947327] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2026-01-26T20:36:26.947370] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2026-01-26T20:36:26.948600] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:26.948691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:26.954825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:26.956793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:26.957286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:26.957724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:26.994311] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2026-01-26T20:36:26.994379] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-3.14% (Conf=45.9161%)
[2026-01-26T20:36:26.994747] [INFO ] [main      ] Fetching symbol history for ZBH...
[2026-01-26T20:36:26.994797] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2026-01-26T20:36:26.995668] [INFO ] [main      ] Progress: 264/392 forecasts completed (67.3%). ARM finished in 0.7s. ETA: 22.5s. Rate: 341.03 forecasts/min
[2026-01-26T20:36:26.998777] [DEBUG] [MAG       ] DEI: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.009164] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.010305] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2026-01-26T20:36:27.010364] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2026-01-26T20:36:27.010405] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2026-01-26T20:36:27.011403] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:27.011472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.013490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:27.014046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:27.014684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.015288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:27.042983] [DEBUG] [MAG       ] WTI: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.133835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:27.135144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:27.136799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:27.200429] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.222737] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.269909] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2026-01-26T20:36:27.269990] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=59.2048%)
[2026-01-26T20:36:27.270168] [INFO ] [main      ] Fetching symbol history for CBUS...
[2026-01-26T20:36:27.270224] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2026-01-26T20:36:27.270967] [INFO ] [main      ] Progress: 265/392 forecasts completed (67.6%). DEI finished in 0.8s. ETA: 22.4s. Rate: 340.31 forecasts/min
[2026-01-26T20:36:27.282214] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2026-01-26T20:36:27.282277] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=8.85% (Conf=60.56%)
[2026-01-26T20:36:27.282431] [INFO ] [main      ] Fetching symbol history for EZGO...
[2026-01-26T20:36:27.282475] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2026-01-26T20:36:27.282540] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.283136] [INFO ] [main      ] Progress: 266/392 forecasts completed (67.9%). WTI finished in 0.6s. ETA: 22.1s. Rate: 341.50 forecasts/min
[2026-01-26T20:36:27.283789] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2026-01-26T20:36:27.283848] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2026-01-26T20:36:27.283882] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2026-01-26T20:36:27.284825] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:27.284891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:27.290616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.292801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:27.293465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.293904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:27.294671] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.295464] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2026-01-26T20:36:27.295516] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2026-01-26T20:36:27.295547] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2026-01-26T20:36:27.296359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:27.296342] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:27.296750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.298508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:27.299057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.299468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:27.300395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:27.300682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:27.302554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:27.302830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:27.303857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:27.305039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:27.306165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:27.306970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:27.308157] [DEBUG] [MAG       ] EMN: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.308391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:27.476467] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.486401] [DEBUG] [MAG       ] ZBH: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.576484] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2026-01-26T20:36:27.576552] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=54.5505%)
[2026-01-26T20:36:27.576723] [INFO ] [main      ] Fetching symbol history for MOD...
[2026-01-26T20:36:27.576766] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2026-01-26T20:36:27.578697] [INFO ] [main      ] Progress: 267/392 forecasts completed (68.1%). EMN finished in 0.6s. ETA: 22.0s. Rate: 340.63 forecasts/min
[2026-01-26T20:36:27.588401] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.589466] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2026-01-26T20:36:27.589517] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2026-01-26T20:36:27.589548] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2026-01-26T20:36:27.590339] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:27.590400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:27.595267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:27.596091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:27.652195] [DEBUG] [MAG       ] EZGO: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.662562] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.682510] [DEBUG] [MAG       ] CBUS: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.769224] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2026-01-26T20:36:27.769297] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=50.2566%)
[2026-01-26T20:36:27.769678] [INFO ] [main      ] Progress: 268/392 forecasts completed (68.4%). ZBH finished in 0.8s. ETA: 21.8s. Rate: 340.53 forecasts/min
[2026-01-26T20:36:27.769813] [INFO ] [main      ] Fetching symbol history for TSLS...
[2026-01-26T20:36:27.769858] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2026-01-26T20:36:27.783098] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.784163] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2026-01-26T20:36:27.784220] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-26T20:36:27.784254] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2026-01-26T20:36:27.785087] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:27.785155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:27.790328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.792160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:27.792698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.793112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:27.795613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:27.823202] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.836400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:27.866014] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:27.900857] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2026-01-26T20:36:27.900931] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-17.84% (Conf=60.7904%)
[2026-01-26T20:36:27.901112] [INFO ] [main      ] Fetching symbol history for WAVE...
[2026-01-26T20:36:27.901157] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2026-01-26T20:36:27.901912] [INFO ] [main      ] Progress: 269/392 forecasts completed (68.6%). EZGO finished in 0.6s. ETA: 21.7s. Rate: 340.84 forecasts/min
[2026-01-26T20:36:27.913097] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.914129] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2026-01-26T20:36:27.914182] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2026-01-26T20:36:27.914214] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2026-01-26T20:36:27.914999] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:27.915061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.916784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:27.917325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.917823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:27.918760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:27.935221] [DEBUG] [MAG       ] MOD: Last date is validated at 2026-01-26
[2026-01-26T20:36:27.938961] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2026-01-26T20:36:27.939038] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=60.5144%)
[2026-01-26T20:36:27.939201] [INFO ] [main      ] Fetching symbol history for HYI...
[2026-01-26T20:36:27.939248] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2026-01-26T20:36:27.939917] [INFO ] [main      ] Progress: 270/392 forecasts completed (68.9%). CBUS finished in 0.7s. ETA: 21.4s. Rate: 341.84 forecasts/min
[2026-01-26T20:36:27.950809] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:27.951748] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2026-01-26T20:36:27.951817] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2026-01-26T20:36:27.951872] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2026-01-26T20:36:27.952804] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:27.952868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:27.958377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:27.963367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:27.963896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:27.964407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:27.965316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:28.005617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:28.007023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.039464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:28.040176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:28.041616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.101483] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:28.186110] [DEBUG] [MAG       ] TSLS: Last date is validated at 2026-01-26
[2026-01-26T20:36:28.222431] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2026-01-26T20:36:28.222499] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=41.4009%)
[2026-01-26T20:36:28.222862] [INFO ] [main      ] Fetching symbol history for PSN...
[2026-01-26T20:36:28.222913] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2026-01-26T20:36:28.223657] [INFO ] [main      ] Progress: 271/392 forecasts completed (69.1%). MOD finished in 0.6s. ETA: 21.3s. Rate: 341.06 forecasts/min
[2026-01-26T20:36:28.235319] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:28.236398] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2026-01-26T20:36:28.236453] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2026-01-26T20:36:28.236485] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2026-01-26T20:36:28.237296] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:28.237357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:28.238318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:28.239169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:28.240211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:28.242254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.356839] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:28.365793] [DEBUG] [MAG       ] HYI: Last date is validated at 2026-01-26
[2026-01-26T20:36:28.379373] [DEBUG] [MAG       ] WAVE: Last date is validated at 2026-01-26
[2026-01-26T20:36:28.429230] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2026-01-26T20:36:28.429297] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=53.5905%)
[2026-01-26T20:36:28.429686] [INFO ] [main      ] Progress: 272/392 forecasts completed (69.4%). TSLS finished in 0.7s. ETA: 21.1s. Rate: 340.84 forecasts/min
[2026-01-26T20:36:28.429882] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-26T20:36:28.429930] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-26T20:36:28.442464] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:28.443612] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-26T20:36:28.443665] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-26T20:36:28.443697] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-26T20:36:28.444494] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:28.444558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:28.449478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:28.451296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:28.451809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:28.452236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:28.453133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:28.538780] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:28.547734] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:28.561731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:28.563284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:28.566206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.578567] [DEBUG] [MAG       ] PSN: Last date is validated at 2026-01-26
[2026-01-26T20:36:28.599459] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2026-01-26T20:36:28.599532] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=44.1829%)
[2026-01-26T20:36:28.599711] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-26T20:36:28.599755] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-26T20:36:28.600985] [INFO ] [main      ] Progress: 273/392 forecasts completed (69.6%). HYI finished in 0.7s. ETA: 20.9s. Rate: 340.88 forecasts/min
[2026-01-26T20:36:28.611060] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:28.612096] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-26T20:36:28.612158] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-26T20:36:28.612191] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-26T20:36:28.613074] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:28.613138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:28.614957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:28.615498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:28.618401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:28.621418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:28.625702] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2026-01-26T20:36:28.625769] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=59.5758%)
[2026-01-26T20:36:28.625926] [INFO ] [main      ] Fetching symbol history for AIG...
[2026-01-26T20:36:28.625969] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2026-01-26T20:36:28.626835] [INFO ] [main      ] Progress: 274/392 forecasts completed (69.9%). WAVE finished in 0.7s. ETA: 20.7s. Rate: 341.94 forecasts/min
[2026-01-26T20:36:28.638426] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:28.639346] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2026-01-26T20:36:28.639397] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2026-01-26T20:36:28.639440] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2026-01-26T20:36:28.640238] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:28.640304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:28.640356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:28.642687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:28.643364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.643713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:28.719559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:28.724031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:28.725187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:28.727267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:28.729063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:28.729557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:28.730710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:28.732792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.745232] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:28.875740] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2026-01-26T20:36:28.875806] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-4.15% (Conf=61.672%)
[2026-01-26T20:36:28.875965] [INFO ] [main      ] Fetching symbol history for BSVO...
[2026-01-26T20:36:28.876018] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2026-01-26T20:36:28.876868] [INFO ] [main      ] Progress: 275/392 forecasts completed (70.2%). PSN finished in 0.7s. ETA: 20.6s. Rate: 341.42 forecasts/min
[2026-01-26T20:36:28.888466] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:28.889819] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2026-01-26T20:36:28.889873] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2026-01-26T20:36:28.889905] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2026-01-26T20:36:28.890891] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:28.890951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:28.892806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:28.893477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:28.894233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:28.895417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:28.896919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:28.914425] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.007783] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.075853] [DEBUG] [MAG       ] AIG: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.090190] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.178223] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.184941] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-26T20:36:29.185008] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=57.4262%)
[2026-01-26T20:36:29.185333] [INFO ] [main      ] Progress: 276/392 forecasts completed (70.4%). FTI finished in 0.8s. ETA: 20.4s. Rate: 340.48 forecasts/min
[2026-01-26T20:36:29.185464] [INFO ] [main      ] Fetching symbol history for SBRA...
[2026-01-26T20:36:29.185508] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2026-01-26T20:36:29.197778] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.198755] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2026-01-26T20:36:29.198813] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2026-01-26T20:36:29.198845] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2026-01-26T20:36:29.199675] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:29.199734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:29.201392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:29.201924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:29.202669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:29.232219] [DEBUG] [MAG       ] BSVO: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.245995] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-26T20:36:29.246066] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=5.93% (Conf=44.3582%)
[2026-01-26T20:36:29.246227] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-26T20:36:29.246272] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-26T20:36:29.246979] [INFO ] [main      ] Progress: 277/392 forecasts completed (70.7%). DHX finished in 0.6s. ETA: 20.2s. Rate: 341.28 forecasts/min
[2026-01-26T20:36:29.252891] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.258968] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.260268] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-26T20:36:29.260332] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-26T20:36:29.260365] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-26T20:36:29.261269] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-26T20:36:29.261338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:29.266421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:29.268466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:29.269017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:29.269537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:29.351093] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2026-01-26T20:36:29.351162] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=58.6358%)
[2026-01-26T20:36:29.351323] [INFO ] [main      ] Fetching symbol history for TDF...
[2026-01-26T20:36:29.351367] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2026-01-26T20:36:29.351934] [INFO ] [main      ] Progress: 278/392 forecasts completed (70.9%). AIG finished in 0.7s. ETA: 20.0s. Rate: 341.78 forecasts/min
[2026-01-26T20:36:29.363760] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.364643] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2026-01-26T20:36:29.364700] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2026-01-26T20:36:29.364733] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2026-01-26T20:36:29.365600] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:29.365662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:29.370661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:29.372456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:29.372974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:29.373398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:29.377681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:29.380172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:29.384943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:29.386979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:29.388029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:29.388710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:29.389391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:29.401771] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.407766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:29.409736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:29.467505] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2026-01-26T20:36:29.467591] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-2.02% (Conf=56.5804%)
[2026-01-26T20:36:29.467950] [INFO ] [main      ] Fetching symbol history for BNTX...
[2026-01-26T20:36:29.468011] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2026-01-26T20:36:29.468640] [INFO ] [main      ] Progress: 279/392 forecasts completed (71.2%). BSVO finished in 0.6s. ETA: 19.8s. Rate: 342.19 forecasts/min
[2026-01-26T20:36:29.480128] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.481304] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2026-01-26T20:36:29.481356] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2026-01-26T20:36:29.481723] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2026-01-26T20:36:29.482497] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:29.482558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:29.487594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:29.488968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:29.540319] [DEBUG] [MAG       ] SBRA: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.707091] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.716658] [DEBUG] [MAG       ] TDF: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.765973] [DEBUG] [MAG       ] NVDL: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.768492] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2026-01-26T20:36:29.768562] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=46.5768%)
[2026-01-26T20:36:29.768741] [INFO ] [main      ] Fetching symbol history for PPL...
[2026-01-26T20:36:29.768785] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2026-01-26T20:36:29.770032] [INFO ] [main      ] Progress: 280/392 forecasts completed (71.4%). SBRA finished in 0.6s. ETA: 19.7s. Rate: 341.32 forecasts/min
[2026-01-26T20:36:29.780629] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.781701] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2026-01-26T20:36:29.781758] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2026-01-26T20:36:29.781789] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2026-01-26T20:36:29.782556] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:29.782636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:29.787387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:29.789236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:29.789749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:29.790144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:29.791001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:29.793359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:29.841763] [DEBUG] [MAG       ] BNTX: Last date is validated at 2026-01-26
[2026-01-26T20:36:29.883634] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.903569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:29.904841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:29.943753] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:29.944159] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2026-01-26T20:36:29.944227] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=67.98%)
[2026-01-26T20:36:29.944385] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2026-01-26T20:36:29.944430] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2026-01-26T20:36:29.945688] [INFO ] [main      ] Progress: 281/392 forecasts completed (71.7%). TDF finished in 0.6s. ETA: 19.5s. Rate: 341.32 forecasts/min
[2026-01-26T20:36:29.956341] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:29.957480] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2026-01-26T20:36:29.957534] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2026-01-26T20:36:29.957912] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2026-01-26T20:36:29.958717] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:29.958777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:29.960468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:29.960998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:29.961396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:29.962810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.014704] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:30.081513] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-26T20:36:30.081604] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=55.6602%)
[2026-01-26T20:36:30.081766] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-26T20:36:30.081809] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-26T20:36:30.083677] [INFO ] [main      ] Progress: 282/392 forecasts completed (71.9%). NVDL finished in 0.8s. ETA: 19.3s. Rate: 341.58 forecasts/min
[2026-01-26T20:36:30.093017] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.093919] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-26T20:36:30.093973] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-26T20:36:30.094004] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-26T20:36:30.094981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:30.095055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:30.099978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:30.101791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:30.102292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:30.104655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:30.142670] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2026-01-26T20:36:30.142740] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=50.4893%)
[2026-01-26T20:36:30.142910] [INFO ] [main      ] Fetching symbol history for JPEF...
[2026-01-26T20:36:30.142956] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2026-01-26T20:36:30.144636] [INFO ] [main      ] Progress: 283/392 forecasts completed (72.2%). BNTX finished in 0.7s. ETA: 19.1s. Rate: 342.37 forecasts/min
[2026-01-26T20:36:30.145220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:30.146955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.155266] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.156427] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2026-01-26T20:36:30.156480] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2026-01-26T20:36:30.156512] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2026-01-26T20:36:30.157527] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:30.157620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:30.159361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:30.159901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:30.160300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:30.161087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:30.201109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:30.201916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.301613] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2026-01-26
[2026-01-26T20:36:30.305212] [DEBUG] [MAG       ] PPL: Last date is validated at 2026-01-26
[2026-01-26T20:36:30.470878] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:30.473977] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:30.490675] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-26
[2026-01-26T20:36:30.543076] [DEBUG] [MAG       ] JPEF: Last date is validated at 2026-01-26
[2026-01-26T20:36:30.546246] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2026-01-26T20:36:30.546312] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=66.6938%)
[2026-01-26T20:36:30.546467] [INFO ] [main      ] Fetching symbol history for FIVN...
[2026-01-26T20:36:30.546510] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2026-01-26T20:36:30.547180] [INFO ] [main      ] Progress: 284/392 forecasts completed (72.4%). BOTZ finished in 0.6s. ETA: 19.0s. Rate: 340.81 forecasts/min
[2026-01-26T20:36:30.549911] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2026-01-26T20:36:30.549979] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=51.1453%)
[2026-01-26T20:36:30.550132] [INFO ] [main      ] Fetching symbol history for MMLP...
[2026-01-26T20:36:30.550175] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2026-01-26T20:36:30.550871] [INFO ] [main      ] Progress: 285/392 forecasts completed (72.7%). PPL finished in 0.8s. ETA: 18.8s. Rate: 341.98 forecasts/min
[2026-01-26T20:36:30.558632] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.559770] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2026-01-26T20:36:30.559822] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2026-01-26T20:36:30.559853] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2026-01-26T20:36:30.560669] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:30.560731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:30.561009] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.562368] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2026-01-26T20:36:30.562420] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-26T20:36:30.562451] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2026-01-26T20:36:30.563308] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:30.563374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:30.564265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:30.565544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.565668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:30.605290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:30.606543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:30.607891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:30.609060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:30.611817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:30.613433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.671206] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:30.713796] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:30.777221] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-26T20:36:30.777288] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=57.4358%)
[2026-01-26T20:36:30.777674] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-26T20:36:30.777726] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-26T20:36:30.778657] [INFO ] [main      ] Progress: 286/392 forecasts completed (73.0%). JCI finished in 0.7s. ETA: 18.6s. Rate: 341.63 forecasts/min
[2026-01-26T20:36:30.788754] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.790269] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-26T20:36:30.790321] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-26T20:36:30.790351] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-26T20:36:30.791124] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:30.791186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:30.795973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:30.797822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:30.798345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:30.799512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:30.800120] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2026-01-26T20:36:30.800199] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=66.153%)
[2026-01-26T20:36:30.800365] [INFO ] [main      ] Fetching symbol history for SRTS...
[2026-01-26T20:36:30.800408] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2026-01-26T20:36:30.801888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:30.802025] [INFO ] [main      ] Progress: 287/392 forecasts completed (73.2%). JPEF finished in 0.7s. ETA: 18.4s. Rate: 342.66 forecasts/min
[2026-01-26T20:36:30.813051] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:30.814152] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2026-01-26T20:36:30.814205] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2026-01-26T20:36:30.814248] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2026-01-26T20:36:30.815105] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:30.815165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:30.816883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:30.817434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:30.817865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:30.818655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:30.820505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.878781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:30.880355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:30.914269] [DEBUG] [MAG       ] MMLP: Last date is validated at 2026-01-26
[2026-01-26T20:36:30.958990] [DEBUG] [MAG       ] FIVN: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.096953] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.125800] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.155007] [DEBUG] [MAG       ] SRTS: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.155349] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2026-01-26T20:36:31.155423] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=52.7941%)
[2026-01-26T20:36:31.155832] [INFO ] [main      ] Progress: 288/392 forecasts completed (73.5%). MMLP finished in 0.6s. ETA: 18.3s. Rate: 341.45 forecasts/min
[2026-01-26T20:36:31.155971] [INFO ] [main      ] Fetching symbol history for DCOM...
[2026-01-26T20:36:31.156021] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2026-01-26T20:36:31.168920] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.170028] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2026-01-26T20:36:31.170102] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2026-01-26T20:36:31.170151] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2026-01-26T20:36:31.171037] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:31.171118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:31.172988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:31.173554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:31.176732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:31.219778] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2026-01-26T20:36:31.219845] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=51.5473%)
[2026-01-26T20:36:31.220000] [INFO ] [main      ] Fetching symbol history for RLI...
[2026-01-26T20:36:31.220052] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2026-01-26T20:36:31.221405] [INFO ] [main      ] Progress: 289/392 forecasts completed (73.7%). FIVN finished in 0.7s. ETA: 18.1s. Rate: 342.20 forecasts/min
[2026-01-26T20:36:31.231981] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.232838] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2026-01-26T20:36:31.232891] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2026-01-26T20:36:31.232921] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2026-01-26T20:36:31.233720] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:31.233793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:31.238152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:31.241943] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.321427] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.388176] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2026-01-26T20:36:31.388259] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-3.76% (Conf=64.4142%)
[2026-01-26T20:36:31.388643] [INFO ] [main      ] Fetching symbol history for UNP...
[2026-01-26T20:36:31.388693] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2026-01-26T20:36:31.388658] [INFO ] [main      ] Progress: 290/392 forecasts completed (74.0%). SRTS finished in 0.6s. ETA: 17.9s. Rate: 342.25 forecasts/min
[2026-01-26T20:36:31.400380] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.401593] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2026-01-26T20:36:31.401646] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2026-01-26T20:36:31.401677] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2026-01-26T20:36:31.402481] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:31.402544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:31.407556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:31.409340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:31.409831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:31.410269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:31.410680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:31.411920] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.413052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:31.414275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:31.416934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:31.418328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:31.501710] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-26T20:36:31.501782] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=61.4393%)
[2026-01-26T20:36:31.501955] [INFO ] [main      ] Fetching symbol history for GSK...
[2026-01-26T20:36:31.502005] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2026-01-26T20:36:31.503702] [INFO ] [main      ] Progress: 291/392 forecasts completed (74.2%). ADC finished in 0.7s. ETA: 17.7s. Rate: 342.65 forecasts/min
[2026-01-26T20:36:31.514788] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.515853] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2026-01-26T20:36:31.515911] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2026-01-26T20:36:31.515952] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2026-01-26T20:36:31.516767] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:31.516830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:31.518664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:31.519210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:31.519696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:31.523446] [DEBUG] [MAG       ] DCOM: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.559374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:31.575296] [DEBUG] [MAG       ] RLI: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.694114] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.741258] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.752808] [DEBUG] [MAG       ] UNP: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.774442] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2026-01-26T20:36:31.774518] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=63.8913%)
[2026-01-26T20:36:31.774883] [INFO ] [main      ] Fetching symbol history for GHRS...
[2026-01-26T20:36:31.774936] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2026-01-26T20:36:31.775659] [INFO ] [main      ] Progress: 292/392 forecasts completed (74.5%). DCOM finished in 0.6s. ETA: 17.5s. Rate: 342.01 forecasts/min
[2026-01-26T20:36:31.786740] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.787636] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2026-01-26T20:36:31.787689] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2026-01-26T20:36:31.787720] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2026-01-26T20:36:31.788536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:31.788622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:31.789366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:31.791020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:31.792061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:31.793979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:31.825871] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2026-01-26T20:36:31.825938] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=55.3425%)
[2026-01-26T20:36:31.826095] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-26T20:36:31.826139] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-26T20:36:31.827660] [INFO ] [main      ] Progress: 293/392 forecasts completed (74.7%). RLI finished in 0.6s. ETA: 17.3s. Rate: 342.83 forecasts/min
[2026-01-26T20:36:31.838676] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:31.839823] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-26T20:36:31.839876] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-26T20:36:31.839906] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-26T20:36:31.840696] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:31.840760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:31.842546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:31.843083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:31.843482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:31.844251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:31.844990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:31.900994] [DEBUG] [MAG       ] GSK: Last date is validated at 2026-01-26
[2026-01-26T20:36:31.920875] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:31.924651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:31.926883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:31.928285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:31.929021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.047519] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2026-01-26T20:36:32.047605] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=69.8631%)
[2026-01-26T20:36:32.047776] [INFO ] [main      ] Fetching symbol history for HELE...
[2026-01-26T20:36:32.047820] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2026-01-26T20:36:32.048881] [INFO ] [main      ] Progress: 294/392 forecasts completed (75.0%). UNP finished in 0.7s. ETA: 17.2s. Rate: 342.52 forecasts/min
[2026-01-26T20:36:32.059685] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.060657] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2026-01-26T20:36:32.060710] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2026-01-26T20:36:32.060741] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2026-01-26T20:36:32.061537] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:32.061616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:32.066517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:32.080642] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:32.143909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:32.145351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.154138] [DEBUG] [MAG       ] GHRS: Last date is validated at 2026-01-26
[2026-01-26T20:36:32.163374] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2026-01-26T20:36:32.163452] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=61.5832%)
[2026-01-26T20:36:32.163631] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-26T20:36:32.163678] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-26T20:36:32.164707] [INFO ] [main      ] Progress: 295/392 forecasts completed (75.3%). GSK finished in 0.7s. ETA: 17.0s. Rate: 342.92 forecasts/min
[2026-01-26T20:36:32.174986] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.176123] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-26T20:36:32.176175] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-26T20:36:32.176207] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-26T20:36:32.177129] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:32.177194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:32.182555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:32.184368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:32.184874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:32.185269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:32.186498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.290531] [DEBUG] [MAG       ] SKRE: Last date is validated at 2026-01-26
[2026-01-26T20:36:32.341623] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:32.435724] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2026-01-26T20:36:32.435793] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=50.8551%)
[2026-01-26T20:36:32.436187] [INFO ] [main      ] Fetching symbol history for SMFG...
[2026-01-26T20:36:32.436247] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2026-01-26T20:36:32.436666] [INFO ] [main      ] Progress: 296/392 forecasts completed (75.5%). GHRS finished in 0.7s. ETA: 16.8s. Rate: 342.28 forecasts/min
[2026-01-26T20:36:32.449693] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.450892] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2026-01-26T20:36:32.450948] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2026-01-26T20:36:32.450988] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2026-01-26T20:36:32.451848] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:32.451915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:32.456906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:32.458275] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:32.458779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:32.459334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:32.459774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:32.460529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:32.461369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:32.491453] [DEBUG] [MAG       ] HELE: Last date is validated at 2026-01-26
[2026-01-26T20:36:32.501408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:32.506071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:32.506836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:32.507627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.530627] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-26
[2026-01-26T20:36:32.548026] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-26T20:36:32.548122] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=61.2197%)
[2026-01-26T20:36:32.548344] [INFO ] [main      ] Fetching symbol history for VBF...
[2026-01-26T20:36:32.548413] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2026-01-26T20:36:32.549672] [INFO ] [main      ] Progress: 297/392 forecasts completed (75.8%). SKRE finished in 0.7s. ETA: 16.6s. Rate: 342.69 forecasts/min
[2026-01-26T20:36:32.565648] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.566732] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2026-01-26T20:36:32.566808] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2026-01-26T20:36:32.566864] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2026-01-26T20:36:32.571750] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:32.571816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:32.576693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:32.615929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:32.661716] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:32.662801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:32.718666] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:32.742761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:32.744914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:32.745652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.756240] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2026-01-26T20:36:32.756306] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=3.80% (Conf=55.3642%)
[2026-01-26T20:36:32.756663] [INFO ] [main      ] Progress: 298/392 forecasts completed (76.0%). HELE finished in 0.7s. ETA: 16.5s. Rate: 342.48 forecasts/min
[2026-01-26T20:36:32.756792] [INFO ] [main      ] Fetching symbol history for STKL...
[2026-01-26T20:36:32.756835] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2026-01-26T20:36:32.770810] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.771966] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2026-01-26T20:36:32.772039] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2026-01-26T20:36:32.772072] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2026-01-26T20:36:32.773091] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:32.773154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:32.778724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:32.780487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:32.780977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:32.781368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:32.806241] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-26T20:36:32.806317] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=61.39%)
[2026-01-26T20:36:32.806477] [INFO ] [main      ] Fetching symbol history for KTB...
[2026-01-26T20:36:32.806520] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2026-01-26T20:36:32.806885] [INFO ] [main      ] Progress: 299/392 forecasts completed (76.3%). HRMY finished in 0.6s. ETA: 16.3s. Rate: 343.30 forecasts/min
[2026-01-26T20:36:32.821926] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:32.823171] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2026-01-26T20:36:32.823225] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2026-01-26T20:36:32.823258] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2026-01-26T20:36:32.824092] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:32.824155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:32.826125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:32.826687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:32.827640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:32.830672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:32.864334] [DEBUG] [MAG       ] SMFG: Last date is validated at 2026-01-26
[2026-01-26T20:36:32.898750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:32.900801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:32.947557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:32.948888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:32.949798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:32.951106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:33.030941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:33.038386] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.098906] [DEBUG] [MAG       ] VBF: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.117471] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2026-01-26T20:36:33.117550] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=48.6359%)
[2026-01-26T20:36:33.117762] [INFO ] [main      ] Fetching symbol history for TBI...
[2026-01-26T20:36:33.117816] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2026-01-26T20:36:33.118901] [INFO ] [main      ] Progress: 300/392 forecasts completed (76.5%). SMFG finished in 0.7s. ETA: 16.1s. Rate: 342.40 forecasts/min
[2026-01-26T20:36:33.130337] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:33.131423] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2026-01-26T20:36:33.131484] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2026-01-26T20:36:33.131516] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2026-01-26T20:36:33.132320] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-26T20:36:33.266815] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.302843] [DEBUG] [MAG       ] KTB: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.326031] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2026-01-26T20:36:33.326113] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=50.9413%)
[2026-01-26T20:36:33.326296] [INFO ] [main      ] Fetching symbol history for JLL...
[2026-01-26T20:36:33.326339] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2026-01-26T20:36:33.326864] [INFO ] [main      ] Progress: 301/392 forecasts completed (76.8%). VBF finished in 0.8s. ETA: 16.0s. Rate: 342.19 forecasts/min
[2026-01-26T20:36:33.340986] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:33.342122] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2026-01-26T20:36:33.342176] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2026-01-26T20:36:33.342208] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2026-01-26T20:36:33.343002] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:33.343062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:33.347956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:33.348802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:33.351451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:33.388085] [DEBUG] [MAG       ] STKL: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.479276] [DEBUG] [MAG       ] TBI: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.480103] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.559544] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.592252] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2026-01-26T20:36:33.592319] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=48.3931%)
[2026-01-26T20:36:33.592478] [INFO ] [main      ] Fetching symbol history for QCOM...
[2026-01-26T20:36:33.592520] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2026-01-26T20:36:33.593705] [INFO ] [main      ] Progress: 302/392 forecasts completed (77.0%). KTB finished in 0.8s. ETA: 15.8s. Rate: 341.60 forecasts/min
[2026-01-26T20:36:33.604327] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:33.605294] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2026-01-26T20:36:33.605347] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2026-01-26T20:36:33.605378] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2026-01-26T20:36:33.606243] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:33.606308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:33.611349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:33.613215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:33.613727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:33.614204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:33.614632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:33.615552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:33.626126] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2026-01-26T20:36:33.626199] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-4.33% (Conf=52.909%)
[2026-01-26T20:36:33.626536] [INFO ] [main      ] Progress: 303/392 forecasts completed (77.3%). STKL finished in 0.9s. ETA: 15.6s. Rate: 342.52 forecasts/min
[2026-01-26T20:36:33.626682] [INFO ] [main      ] Fetching symbol history for SENEA...
[2026-01-26T20:36:33.626726] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2026-01-26T20:36:33.638497] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:33.639459] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2026-01-26T20:36:33.639510] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2026-01-26T20:36:33.639541] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2026-01-26T20:36:33.640360] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:33.640420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:33.645383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:33.650543] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.689410] [DEBUG] [MAG       ] JLL: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.710805] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2026-01-26T20:36:33.710874] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=56.916%)
[2026-01-26T20:36:33.711034] [INFO ] [main      ] Fetching symbol history for AMBA...
[2026-01-26T20:36:33.711076] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2026-01-26T20:36:33.711942] [INFO ] [main      ] Progress: 304/392 forecasts completed (77.6%). TBI finished in 0.6s. ETA: 15.4s. Rate: 343.09 forecasts/min
[2026-01-26T20:36:33.722989] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:33.723977] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2026-01-26T20:36:33.724031] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2026-01-26T20:36:33.724062] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2026-01-26T20:36:33.724852] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:33.724914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:33.729807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:33.731640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:33.732142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:33.732536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:33.733791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:33.735738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:33.784059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:33.786304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:33.789008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:33.790785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:33.861448] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:33.985888] [DEBUG] [MAG       ] SENEA: Last date is validated at 2026-01-26
[2026-01-26T20:36:33.988123] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2026-01-26T20:36:33.988191] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=45.2981%)
[2026-01-26T20:36:33.988348] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-26T20:36:33.988391] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-26T20:36:33.988848] [INFO ] [main      ] Progress: 305/392 forecasts completed (77.8%). JLL finished in 0.7s. ETA: 15.2s. Rate: 342.44 forecasts/min
[2026-01-26T20:36:33.999948] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.001204] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-26T20:36:34.001263] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-26T20:36:34.001294] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-26T20:36:34.002085] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:34.002143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:34.003855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:34.004425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:34.004853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.080193] [DEBUG] [MAG       ] QCOM: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.134785] [DEBUG] [MAG       ] AMBA: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.158661] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:34.256282] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2026-01-26T20:36:34.256349] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=47.06%)
[2026-01-26T20:36:34.256684] [INFO ] [main      ] Fetching symbol history for CMSA...
[2026-01-26T20:36:34.256734] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2026-01-26T20:36:34.256483] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:34.257605] [INFO ] [main      ] Progress: 306/392 forecasts completed (78.1%). SENEA finished in 0.6s. ETA: 15.1s. Rate: 341.84 forecasts/min
[2026-01-26T20:36:34.271776] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.272979] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2026-01-26T20:36:34.273040] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2026-01-26T20:36:34.273073] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2026-01-26T20:36:34.273950] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:34.274012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:34.279467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:34.281342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:34.281836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:34.282275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:34.282700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:34.285119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:34.312512] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:34.325012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.351835] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.390826] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2026-01-26T20:36:34.390894] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=52.5477%)
[2026-01-26T20:36:34.391053] [INFO ] [main      ] Fetching symbol history for HSBC...
[2026-01-26T20:36:34.391105] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2026-01-26T20:36:34.391845] [INFO ] [main      ] Progress: 307/392 forecasts completed (78.3%). QCOM finished in 0.8s. ETA: 14.9s. Rate: 342.10 forecasts/min
[2026-01-26T20:36:34.402771] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.403784] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2026-01-26T20:36:34.403847] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2026-01-26T20:36:34.403880] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2026-01-26T20:36:34.404742] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:34.404802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:34.409836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:34.439607] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2026-01-26T20:36:34.439678] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=55.1466%)
[2026-01-26T20:36:34.440047] [INFO ] [main      ] Progress: 308/392 forecasts completed (78.6%). AMBA finished in 0.7s. ETA: 14.7s. Rate: 342.91 forecasts/min
[2026-01-26T20:36:34.440188] [INFO ] [main      ] Fetching symbol history for PEGA...
[2026-01-26T20:36:34.440234] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2026-01-26T20:36:34.452341] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.454260] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2026-01-26T20:36:34.454312] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2026-01-26T20:36:34.454343] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2026-01-26T20:36:34.455139] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:34.455197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:34.463032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.519660] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:34.532946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.585930] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-26T20:36:34.586000] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=47.7839%)
[2026-01-26T20:36:34.586166] [INFO ] [main      ] Fetching symbol history for VFC...
[2026-01-26T20:36:34.586217] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2026-01-26T20:36:34.586851] [INFO ] [main      ] Progress: 309/392 forecasts completed (78.8%). DEA finished in 0.6s. ETA: 14.5s. Rate: 343.09 forecasts/min
[2026-01-26T20:36:34.599455] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.600351] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2026-01-26T20:36:34.600409] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2026-01-26T20:36:34.600441] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2026-01-26T20:36:34.601264] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:34.601328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:34.606323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:34.607324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:34.609101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.669445] [DEBUG] [MAG       ] CMSA: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.807277] [DEBUG] [MAG       ] HSBC: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.845365] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:34.880465] [DEBUG] [MAG       ] PEGA: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.912647] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2026-01-26T20:36:34.912715] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=53.6327%)
[2026-01-26T20:36:34.912874] [INFO ] [main      ] Fetching symbol history for MNSO...
[2026-01-26T20:36:34.912917] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2026-01-26T20:36:34.913864] [INFO ] [main      ] Progress: 310/392 forecasts completed (79.1%). CMSA finished in 0.7s. ETA: 14.4s. Rate: 342.13 forecasts/min
[2026-01-26T20:36:34.924687] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:34.925784] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2026-01-26T20:36:34.925838] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2026-01-26T20:36:34.925869] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2026-01-26T20:36:34.926668] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:34.926728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:34.935440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-26T20:36:34.937051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:34.940011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:36:34.945884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:34.953024] [DEBUG] [MAG       ] VFC: Last date is validated at 2026-01-26
[2026-01-26T20:36:34.985536] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.053707] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.083109] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2026-01-26T20:36:35.083181] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=66.3005%)
[2026-01-26T20:36:35.083357] [INFO ] [main      ] Fetching symbol history for DOCN...
[2026-01-26T20:36:35.083405] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2026-01-26T20:36:35.083657] [INFO ] [main      ] Progress: 311/392 forecasts completed (79.3%). HSBC finished in 0.7s. ETA: 14.2s. Rate: 342.17 forecasts/min
[2026-01-26T20:36:35.096214] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.097100] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2026-01-26T20:36:35.097157] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2026-01-26T20:36:35.097191] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2026-01-26T20:36:35.098040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:35.098104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:35.099894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:35.100454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:35.101634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:35.103335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:35.104407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:35.105122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.124700] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.154481] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2026-01-26T20:36:35.154550] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=55.4483%)
[2026-01-26T20:36:35.154892] [INFO ] [main      ] Fetching symbol history for CMPS...
[2026-01-26T20:36:35.154943] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2026-01-26T20:36:35.155774] [INFO ] [main      ] Progress: 312/392 forecasts completed (79.6%). PEGA finished in 0.7s. ETA: 14.0s. Rate: 342.81 forecasts/min
[2026-01-26T20:36:35.166945] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.167988] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2026-01-26T20:36:35.168058] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2026-01-26T20:36:35.168091] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2026-01-26T20:36:35.168922] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:35.168987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:35.174045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:35.174921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:35.177065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:35.181494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:35.182693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.204847] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2026-01-26T20:36:35.204917] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=5.54% (Conf=42.5431%)
[2026-01-26T20:36:35.205080] [INFO ] [main      ] Fetching symbol history for VUZI...
[2026-01-26T20:36:35.205129] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2026-01-26T20:36:35.205832] [INFO ] [main      ] Progress: 313/392 forecasts completed (79.8%). VFC finished in 0.6s. ETA: 13.8s. Rate: 343.60 forecasts/min
[2026-01-26T20:36:35.217604] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.218496] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2026-01-26T20:36:35.218559] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2026-01-26T20:36:35.218617] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2026-01-26T20:36:35.219494] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:35.219557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:35.221404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:35.221982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:35.224180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:35.224992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.285602] [DEBUG] [MAG       ] MNSO: Last date is validated at 2026-01-26
[2026-01-26T20:36:35.445560] [DEBUG] [MAG       ] DOCN: Last date is validated at 2026-01-26
[2026-01-26T20:36:35.457890] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.535703] [DEBUG] [MAG       ] CMPS: Last date is validated at 2026-01-26
[2026-01-26T20:36:35.551002] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2026-01-26T20:36:35.551070] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=48.4808%)
[2026-01-26T20:36:35.551413] [INFO ] [main      ] Fetching symbol history for CPNG...
[2026-01-26T20:36:35.551463] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2026-01-26T20:36:35.551670] [INFO ] [main      ] Progress: 314/392 forecasts completed (80.1%). MNSO finished in 0.6s. ETA: 13.7s. Rate: 342.53 forecasts/min
[2026-01-26T20:36:35.563148] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.564271] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2026-01-26T20:36:35.564325] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2026-01-26T20:36:35.564356] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2026-01-26T20:36:35.565159] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:35.566312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:35.570302] [DEBUG] [MAG       ] VUZI: Last date is validated at 2026-01-26
[2026-01-26T20:36:35.573677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:35.575534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:35.576032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:35.576813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:35.577517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.614493] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.715605] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2026-01-26T20:36:35.715676] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=4.00% (Conf=46.68%)
[2026-01-26T20:36:35.715836] [INFO ] [main      ] Fetching symbol history for LPTH...
[2026-01-26T20:36:35.715880] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2026-01-26T20:36:35.716081] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.717664] [INFO ] [main      ] Progress: 315/392 forecasts completed (80.4%). DOCN finished in 0.6s. ETA: 13.5s. Rate: 342.58 forecasts/min
[2026-01-26T20:36:35.726996] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.728252] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2026-01-26T20:36:35.728308] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2026-01-26T20:36:35.728341] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2026-01-26T20:36:35.729187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:35.729248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:35.734327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:35.736950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:35.737881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:35.740100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.743444] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:35.792418] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2026-01-26T20:36:35.792488] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=-3.29% (Conf=68.1446%)
[2026-01-26T20:36:35.792671] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-26T20:36:35.792718] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-26T20:36:35.793914] [INFO ] [main      ] Progress: 316/392 forecasts completed (80.6%). CMPS finished in 0.6s. ETA: 13.3s. Rate: 343.20 forecasts/min
[2026-01-26T20:36:35.804970] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.806056] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-26T20:36:35.806113] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-26T20:36:35.806151] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-26T20:36:35.806998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:35.807061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:35.808911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:35.809527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:35.810691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:35.811162] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2026-01-26T20:36:35.811257] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-2.54% (Conf=58.5395%)
[2026-01-26T20:36:35.811346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.811443] [INFO ] [main      ] Fetching symbol history for TPL...
[2026-01-26T20:36:35.811489] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2026-01-26T20:36:35.813811] [INFO ] [main      ] Progress: 317/392 forecasts completed (80.9%). VUZI finished in 0.6s. ETA: 13.1s. Rate: 344.16 forecasts/min
[2026-01-26T20:36:35.824215] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:35.825387] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2026-01-26T20:36:35.825451] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2026-01-26T20:36:35.825487] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2026-01-26T20:36:35.826325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:35.826390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:35.828266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:35.828863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:35.829332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:35.830178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:35.922426] [DEBUG] [MAG       ] CPNG: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.095358] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.096212] [DEBUG] [MAG       ] LPTH: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.175849] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2026-01-26T20:36:36.175918] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=59.3556%)
[2026-01-26T20:36:36.176282] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-26T20:36:36.176334] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-26T20:36:36.176665] [INFO ] [main      ] Progress: 318/392 forecasts completed (81.1%). CPNG finished in 0.6s. ETA: 12.9s. Rate: 342.99 forecasts/min
[2026-01-26T20:36:36.179701] [DEBUG] [MAG       ] TPL: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.183136] [DEBUG] [MAG       ] USVM: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.189817] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.191141] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-26T20:36:36.191211] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-26T20:36:36.191249] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-26T20:36:36.192059] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:36.192121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:36.232944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:36.261937] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.313559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:36.340506] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2026-01-26T20:36:36.340591] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=67.2233%)
[2026-01-26T20:36:36.340750] [INFO ] [main      ] Fetching symbol history for STRS...
[2026-01-26T20:36:36.340793] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2026-01-26T20:36:36.341888] [INFO ] [main      ] Progress: 319/392 forecasts completed (81.4%). LPTH finished in 0.6s. ETA: 12.8s. Rate: 343.05 forecasts/min
[2026-01-26T20:36:36.350309] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.351051] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.351204] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.352408] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2026-01-26T20:36:36.352461] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2026-01-26T20:36:36.352501] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2026-01-26T20:36:36.353343] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:36.353406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:36.355174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:36.355698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:36.356777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:36.358822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:36.359541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:36.363650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:36.364448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:36.445001] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-26T20:36:36.445071] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=65.6887%)
[2026-01-26T20:36:36.445253] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-26T20:36:36.445307] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-26T20:36:36.445905] [INFO ] [main      ] Progress: 320/392 forecasts completed (81.6%). USVM finished in 0.7s. ETA: 12.6s. Rate: 343.49 forecasts/min
[2026-01-26T20:36:36.457522] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.458527] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-26T20:36:36.458608] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-26T20:36:36.458644] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-26T20:36:36.459486] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:36.459550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:36.464981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:36.466900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:36.467410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:36.467919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:36.470384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:36.472203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:36.576830] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2026-01-26T20:36:36.576897] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-18.65% (Conf=56.96%)
[2026-01-26T20:36:36.577055] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-26T20:36:36.577099] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-26T20:36:36.577967] [INFO ] [main      ] Progress: 321/392 forecasts completed (81.9%). TPL finished in 0.8s. ETA: 12.4s. Rate: 343.75 forecasts/min
[2026-01-26T20:36:36.590483] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.591660] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-26T20:36:36.591719] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-26T20:36:36.591757] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-26T20:36:36.592644] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:36.592707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:36.594404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:36.594965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:36.595407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:36.595832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:36.596482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:36.597661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:36.659299] [DEBUG] [MAG       ] EB: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.729544] [DEBUG] [MAG       ] STRS: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.827090] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.830449] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.888330] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-26T20:36:36.888398] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=56.4107%)
[2026-01-26T20:36:36.888755] [INFO ] [main      ] Fetching symbol history for FLWS...
[2026-01-26T20:36:36.888805] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2026-01-26T20:36:36.889660] [INFO ] [main      ] Progress: 322/392 forecasts completed (82.1%). EB finished in 0.7s. ETA: 12.2s. Rate: 342.91 forecasts/min
[2026-01-26T20:36:36.895660] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:36.900234] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.901343] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2026-01-26T20:36:36.901396] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2026-01-26T20:36:36.901427] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2026-01-26T20:36:36.902235] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:36.902296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:36.907183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:36.909075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:36.909558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:36.912290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:36.913694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:36.947893] [DEBUG] [MAG       ] DORM: Last date is validated at 2026-01-26
[2026-01-26T20:36:36.980061] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2026-01-26T20:36:36.980129] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=49.1038%)
[2026-01-26T20:36:36.980290] [INFO ] [main      ] Fetching symbol history for PAGS...
[2026-01-26T20:36:36.980333] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2026-01-26T20:36:36.981056] [INFO ] [main      ] Progress: 323/392 forecasts completed (82.4%). STRS finished in 0.6s. ETA: 12.1s. Rate: 343.42 forecasts/min
[2026-01-26T20:36:36.993044] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:36.994209] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2026-01-26T20:36:36.994260] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2026-01-26T20:36:36.994292] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2026-01-26T20:36:36.995106] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:36.995167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:36.997307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:36.997989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:36.999495] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:37.085378] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-26T20:36:37.085448] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=67.7545%)
[2026-01-26T20:36:37.085628] [INFO ] [main      ] Fetching symbol history for AGX...
[2026-01-26T20:36:37.085676] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2026-01-26T20:36:37.087726] [INFO ] [main      ] Progress: 324/392 forecasts completed (82.7%). LWAY finished in 0.6s. ETA: 11.9s. Rate: 343.83 forecasts/min
[2026-01-26T20:36:37.098388] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:37.099428] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2026-01-26T20:36:37.099482] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2026-01-26T20:36:37.099514] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2026-01-26T20:36:37.100375] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:37.100441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:37.102245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:37.102868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:37.103318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:37.105030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:37.106240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:37.106965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.118069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.120612] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:37.280410] [DEBUG] [MAG       ] FLWS: Last date is validated at 2026-01-26
[2026-01-26T20:36:37.420738] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-26T20:36:37.420809] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=63.3836%)
[2026-01-26T20:36:37.421137] [INFO ] [main      ] Fetching symbol history for IRMD...
[2026-01-26T20:36:37.421187] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2026-01-26T20:36:37.422081] [INFO ] [main      ] Progress: 325/392 forecasts completed (82.9%). DORM finished in 0.8s. ETA: 11.7s. Rate: 342.87 forecasts/min
[2026-01-26T20:36:37.434314] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:37.435411] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2026-01-26T20:36:37.435470] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2026-01-26T20:36:37.435530] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2026-01-26T20:36:37.436411] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:37.436474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:37.441821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:37.442605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-26T20:36:37.444388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.454877] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:37.465922] [DEBUG] [MAG       ] AGX: Last date is validated at 2026-01-26
[2026-01-26T20:36:37.468990] [DEBUG] [MAG       ] PAGS: Last date is validated at 2026-01-26
[2026-01-26T20:36:37.598098] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2026-01-26T20:36:37.598166] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=51.6714%)
[2026-01-26T20:36:37.598325] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-26T20:36:37.598368] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-26T20:36:37.598881] [INFO ] [main      ] Progress: 326/392 forecasts completed (83.2%). FLWS finished in 0.7s. ETA: 11.6s. Rate: 342.86 forecasts/min
[2026-01-26T20:36:37.613590] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:37.614664] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-26T20:36:37.614734] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-26T20:36:37.614771] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-26T20:36:37.615758] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:37.615824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:37.621082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:37.622149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:37.638620] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:37.639611] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:37.663771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:37.665386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:37.666155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:37.667806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:37.670779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.701365] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2026-01-26T20:36:37.701437] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=47.3066%)
[2026-01-26T20:36:37.701618] [INFO ] [main      ] Fetching symbol history for AVA...
[2026-01-26T20:36:37.701665] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2026-01-26T20:36:37.701911] [INFO ] [main      ] Progress: 327/392 forecasts completed (83.4%). PAGS finished in 0.7s. ETA: 11.4s. Rate: 343.29 forecasts/min
[2026-01-26T20:36:37.712800] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:37.714011] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2026-01-26T20:36:37.714065] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2026-01-26T20:36:37.714098] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2026-01-26T20:36:37.714924] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:37.714990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:37.720092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:37.721373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:37.723431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:37.727854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:37.729070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:37.731945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:37.732598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.792041] [DEBUG] [MAG       ] IRMD: Last date is validated at 2026-01-26
[2026-01-26T20:36:37.793891] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2026-01-26T20:36:37.793960] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=4.76% (Conf=59.7344%)
[2026-01-26T20:36:37.794130] [INFO ] [main      ] Fetching symbol history for BMRN...
[2026-01-26T20:36:37.794176] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2026-01-26T20:36:37.794904] [INFO ] [main      ] Progress: 328/392 forecasts completed (83.7%). AGX finished in 0.7s. ETA: 11.2s. Rate: 343.78 forecasts/min
[2026-01-26T20:36:37.806016] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:37.807269] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2026-01-26T20:36:37.807334] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2026-01-26T20:36:37.807388] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2026-01-26T20:36:37.808373] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:37.808439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:37.813666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:37.815656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:37.817807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:37.822315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:37.970829] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.025185] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.071511] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2026-01-26T20:36:38.071599] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=48.4788%)
[2026-01-26T20:36:38.071760] [INFO ] [main      ] Fetching symbol history for UBND...
[2026-01-26T20:36:38.071804] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2026-01-26T20:36:38.072859] [INFO ] [main      ] Progress: 329/392 forecasts completed (83.9%). IRMD finished in 0.7s. ETA: 11.0s. Rate: 343.16 forecasts/min
[2026-01-26T20:36:38.086391] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.087529] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2026-01-26T20:36:38.087606] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2026-01-26T20:36:38.087641] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2026-01-26T20:36:38.088435] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:38.088503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:38.089417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:38.092019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:38.093763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:38.095055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:38.095735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:38.098380] [DEBUG] [MAG       ] AVA: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.098783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:38.181426] [DEBUG] [MAG       ] BMRN: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.198969] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.267292] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-26T20:36:38.267380] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=53.4311%)
[2026-01-26T20:36:38.267681] [INFO ] [main      ] Fetching symbol history for BBCP...
[2026-01-26T20:36:38.267730] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2026-01-26T20:36:38.269021] [INFO ] [main      ] Progress: 330/392 forecasts completed (84.2%). AWRE finished in 0.7s. ETA: 10.8s. Rate: 343.03 forecasts/min
[2026-01-26T20:36:38.279621] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.280725] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2026-01-26T20:36:38.280795] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2026-01-26T20:36:38.280830] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2026-01-26T20:36:38.281754] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:38.281820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:38.286977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:38.288091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:38.288822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:38.291974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:38.294415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-26T20:36:38.294624] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.295859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:38.354109] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.379349] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2026-01-26T20:36:38.379428] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=57.1347%)
[2026-01-26T20:36:38.379798] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-26T20:36:38.379843] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-26T20:36:38.380860] [INFO ] [main      ] Progress: 331/392 forecasts completed (84.4%). AVA finished in 0.7s. ETA: 10.7s. Rate: 343.41 forecasts/min
[2026-01-26T20:36:38.394519] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.395468] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-26T20:36:38.395742] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-26T20:36:38.395774] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-26T20:36:38.396541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:38.396618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:38.397527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:38.400057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:38.400819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:38.402470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:38.458227] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2026-01-26T20:36:38.458295] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=3.22% (Conf=53.3817%)
[2026-01-26T20:36:38.458693] [INFO ] [main      ] Fetching symbol history for FC...
[2026-01-26T20:36:38.458745] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2026-01-26T20:36:38.459655] [INFO ] [main      ] Progress: 332/392 forecasts completed (84.7%). BMRN finished in 0.7s. ETA: 10.5s. Rate: 343.98 forecasts/min
[2026-01-26T20:36:38.460113] [DEBUG] [MAG       ] UBND: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.470478] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.471731] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2026-01-26T20:36:38.471803] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2026-01-26T20:36:38.471835] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2026-01-26T20:36:38.472653] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:38.472713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:38.474426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:38.474970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:38.476356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:38.631843] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.640898] [DEBUG] [MAG       ] BBCP: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.691529] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2026-01-26T20:36:38.691616] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.9894%)
[2026-01-26T20:36:38.691775] [INFO ] [main      ] Fetching symbol history for SHEN...
[2026-01-26T20:36:38.691819] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2026-01-26T20:36:38.692814] [INFO ] [main      ] Progress: 333/392 forecasts completed (84.9%). UBND finished in 0.6s. ETA: 10.3s. Rate: 343.63 forecasts/min
[2026-01-26T20:36:38.703961] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.705880] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2026-01-26T20:36:38.705934] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2026-01-26T20:36:38.705965] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2026-01-26T20:36:38.706785] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:38.706844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:38.708621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:38.709217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:38.710929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:38.745270] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.811916] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.814434] [DEBUG] [MAG       ] FC: Last date is validated at 2026-01-26
[2026-01-26T20:36:38.921502] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.950730] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2026-01-26T20:36:38.950823] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=56.3402%)
[2026-01-26T20:36:38.950978] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-26T20:36:38.951021] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-26T20:36:38.951882] [INFO ] [main      ] Progress: 334/392 forecasts completed (85.2%). BBCP finished in 0.7s. ETA: 10.1s. Rate: 343.13 forecasts/min
[2026-01-26T20:36:38.963402] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:38.964643] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-26T20:36:38.964710] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-26T20:36:38.964742] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-26T20:36:38.965546] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:38.965624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:38.970552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:38.986557] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:38.998741] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-26T20:36:38.998810] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=49.3574%)
[2026-01-26T20:36:38.998975] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-26T20:36:38.999018] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-26T20:36:38.999886] [INFO ] [main      ] Progress: 335/392 forecasts completed (85.5%). UPWK finished in 0.6s. ETA: 9.9s. Rate: 343.88 forecasts/min
[2026-01-26T20:36:39.010494] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.010872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:39.011651] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-26T20:36:39.011708] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-26T20:36:39.011740] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-26T20:36:39.012683] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:39.012757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:39.013163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:39.015332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:39.016567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.018028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:39.018976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:39.021519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:39.022517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.054671] [DEBUG] [MAG       ] SHEN: Last date is validated at 2026-01-26
[2026-01-26T20:36:39.065348] [INFO ] [LOCAL     ] FC: Saved forecast.
[2026-01-26T20:36:39.065418] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=61.961%)
[2026-01-26T20:36:39.065599] [INFO ] [main      ] Fetching symbol history for BYD...
[2026-01-26T20:36:39.065644] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2026-01-26T20:36:39.066690] [INFO ] [main      ] Progress: 336/392 forecasts completed (85.7%). FC finished in 0.6s. ETA: 9.8s. Rate: 344.51 forecasts/min
[2026-01-26T20:36:39.077059] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.078192] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2026-01-26T20:36:39.078253] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2026-01-26T20:36:39.078291] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2026-01-26T20:36:39.079098] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:39.079157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:39.083953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:39.085758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:39.086256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:39.086662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.223184] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:39.289863] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2026-01-26T20:36:39.289931] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=67.6768%)
[2026-01-26T20:36:39.290274] [INFO ] [main      ] Fetching symbol history for TFIN...
[2026-01-26T20:36:39.290324] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2026-01-26T20:36:39.290649] [INFO ] [main      ] Progress: 337/392 forecasts completed (86.0%). SHEN finished in 0.6s. ETA: 9.6s. Rate: 344.22 forecasts/min
[2026-01-26T20:36:39.302097] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.303285] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2026-01-26T20:36:39.303349] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2026-01-26T20:36:39.303389] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2026-01-26T20:36:39.304260] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:39.304354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:39.306107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:39.307030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:39.307455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:39.346906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:39.355520] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-26
[2026-01-26T20:36:39.378234] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-26
[2026-01-26T20:36:39.395792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.432105] [DEBUG] [MAG       ] BYD: Last date is validated at 2026-01-26
[2026-01-26T20:36:39.556376] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:39.584320] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:39.605053] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:39.677505] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-26T20:36:39.677588] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=45.1902%)
[2026-01-26T20:36:39.677757] [INFO ] [main      ] Fetching symbol history for SRI...
[2026-01-26T20:36:39.677799] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2026-01-26T20:36:39.678865] [INFO ] [main      ] Progress: 338/392 forecasts completed (86.2%). TD finished in 0.7s. ETA: 9.4s. Rate: 342.97 forecasts/min
[2026-01-26T20:36:39.689478] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.690472] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2026-01-26T20:36:39.690525] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2026-01-26T20:36:39.690557] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2026-01-26T20:36:39.691366] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:39.691440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:39.693859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:39.695557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:39.698263] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2026-01-26T20:36:39.698341] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=41.621%)
[2026-01-26T20:36:39.698510] [INFO ] [main      ] Fetching symbol history for BWIN...
[2026-01-26T20:36:39.698556] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2026-01-26T20:36:39.699229] [INFO ] [main      ] Progress: 339/392 forecasts completed (86.5%). BYD finished in 0.6s. ETA: 9.2s. Rate: 343.87 forecasts/min
[2026-01-26T20:36:39.710189] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-26T20:36:39.710278] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=58.5776%)
[2026-01-26T20:36:39.710456] [INFO ] [main      ] Fetching symbol history for DTIL...
[2026-01-26T20:36:39.710499] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2026-01-26T20:36:39.710753] [INFO ] [main      ] Progress: 340/392 forecasts completed (86.7%). DJCO finished in 0.7s. ETA: 9.0s. Rate: 344.82 forecasts/min
[2026-01-26T20:36:39.710901] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.711752] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2026-01-26T20:36:39.711808] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2026-01-26T20:36:39.711840] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2026-01-26T20:36:39.712684] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-26T20:36:39.712752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:39.718204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:39.719095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:39.719995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:39.721043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:39.723879] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:39.724668] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2026-01-26T20:36:39.724723] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2026-01-26T20:36:39.724755] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2026-01-26T20:36:39.725552] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:39.725631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:39.730757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:39.732092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.735261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:39.736160] [DEBUG] [MAG       ] TFIN: Last date is validated at 2026-01-26
[2026-01-26T20:36:39.737613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:39.756546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.773419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:39.774479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:39.775188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:39.777104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:39.777659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:39.778861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:39.781011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:39.912305] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:40.035399] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2026-01-26T20:36:40.035472] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=48.6796%)
[2026-01-26T20:36:40.035663] [INFO ] [main      ] Fetching symbol history for AVB...
[2026-01-26T20:36:40.035709] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2026-01-26T20:36:40.036968] [INFO ] [main      ] Progress: 341/392 forecasts completed (87.0%). TFIN finished in 0.7s. ETA: 8.9s. Rate: 343.93 forecasts/min
[2026-01-26T20:36:40.048563] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:40.049741] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2026-01-26T20:36:40.049797] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2026-01-26T20:36:40.049828] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2026-01-26T20:36:40.050745] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:40.050809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:40.056088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:40.058140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:40.058797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:40.059233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:40.060202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:40.088335] [DEBUG] [MAG       ] DTIL: Last date is validated at 2026-01-26
[2026-01-26T20:36:40.098853] [DEBUG] [MAG       ] SRI: Last date is validated at 2026-01-26
[2026-01-26T20:36:40.150786] [DEBUG] [MAG       ] BWIN: Last date is validated at 2026-01-26
[2026-01-26T20:36:40.309884] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:40.323596] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:40.400759] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2026-01-26T20:36:40.400862] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-6.83% (Conf=55.7434%)
[2026-01-26T20:36:40.401087] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-26T20:36:40.401143] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-26T20:36:40.401462] [INFO ] [main      ] Progress: 342/392 forecasts completed (87.2%). DTIL finished in 0.7s. ETA: 8.8s. Rate: 342.84 forecasts/min
[2026-01-26T20:36:40.408183] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:40.418517] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2026-01-26T20:36:40.418645] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=48.8376%)
[2026-01-26T20:36:40.419132] [INFO ] [main      ] Fetching symbol history for ARHS...
[2026-01-26T20:36:40.419206] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2026-01-26T20:36:40.420330] [INFO ] [main      ] Progress: 343/392 forecasts completed (87.5%). SRI finished in 0.7s. ETA: 8.6s. Rate: 343.74 forecasts/min
[2026-01-26T20:36:40.421926] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:40.422987] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-26T20:36:40.423061] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-26T20:36:40.423146] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-26T20:36:40.424433] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:40.424517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:40.436489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:40.437958] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:40.438223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:40.439843] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2026-01-26T20:36:40.439919] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2026-01-26T20:36:40.439970] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2026-01-26T20:36:40.441155] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:40.441234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:40.441198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:40.443880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:40.444662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:40.528214] [DEBUG] [MAG       ] AVB: Last date is validated at 2026-01-26
[2026-01-26T20:36:40.544827] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2026-01-26T20:36:40.544924] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=70.1268%)
[2026-01-26T20:36:40.545359] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-26T20:36:40.545434] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-26T20:36:40.546640] [INFO ] [main      ] Progress: 344/392 forecasts completed (87.8%). BWIN finished in 0.8s. ETA: 8.4s. Rate: 344.01 forecasts/min
[2026-01-26T20:36:40.561929] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:40.563327] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-26T20:36:40.563408] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-26T20:36:40.563444] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-26T20:36:40.564620] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:40.564692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:40.571556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:40.573680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:40.574204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:40.574636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:40.575420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:40.789476] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:40.940538] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2026-01-26T20:36:40.940644] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=64.1105%)
[2026-01-26T20:36:40.941153] [INFO ] [main      ] Progress: 345/392 forecasts completed (88.0%). AVB finished in 0.9s. ETA: 8.2s. Rate: 342.76 forecasts/min
[2026-01-26T20:36:40.941348] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-26T20:36:40.941403] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-26T20:36:40.958332] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:40.960641] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-26T20:36:40.960724] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-26T20:36:40.960778] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-26T20:36:40.962090] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:40.962172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:41.009216] [DEBUG] [MAG       ] ARHS: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.060208] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.117172] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.124247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:41.265227] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:41.319858] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:41.359706] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:41.366209] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2026-01-26T20:36:41.366309] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=54.1669%)
[2026-01-26T20:36:41.366825] [INFO ] [main      ] Fetching symbol history for AMWL...
[2026-01-26T20:36:41.366905] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2026-01-26T20:36:41.368642] [INFO ] [main      ] Progress: 346/392 forecasts completed (88.3%). ARHS finished in 0.9s. ETA: 8.1s. Rate: 341.34 forecasts/min
[2026-01-26T20:36:41.384373] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:41.385675] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2026-01-26T20:36:41.385757] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-26T20:36:41.385813] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2026-01-26T20:36:41.387039] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:41.387125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:41.395197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:41.396697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:41.400527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:41.466005] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-26T20:36:41.466087] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=52.1701%)
[2026-01-26T20:36:41.466274] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-26T20:36:41.466321] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-26T20:36:41.467292] [INFO ] [main      ] Progress: 347/392 forecasts completed (88.5%). SOCL finished in 0.9s. ETA: 7.9s. Rate: 341.77 forecasts/min
[2026-01-26T20:36:41.476738] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-26T20:36:41.476811] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=68.0828%)
[2026-01-26T20:36:41.476993] [INFO ] [main      ] Fetching symbol history for APO...
[2026-01-26T20:36:41.477038] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2026-01-26T20:36:41.478043] [INFO ] [main      ] Progress: 348/392 forecasts completed (88.8%). DASH finished in 1.1s. ETA: 7.7s. Rate: 342.69 forecasts/min
[2026-01-26T20:36:41.479753] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:41.480884] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-26T20:36:41.480939] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-26T20:36:41.480971] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-26T20:36:41.481933] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:41.482005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:41.487061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:41.489177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:41.489784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:41.489854] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:41.490554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:41.490751] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2026-01-26T20:36:41.490806] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2026-01-26T20:36:41.490838] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2026-01-26T20:36:41.491509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:41.491708] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:41.491779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:41.494036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:41.494732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:41.496730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:41.499363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:41.546922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:41.547971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:41.583273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:41.598075] [DEBUG] [MAG       ] CWCO: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.771031] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:41.850239] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.851425] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-26T20:36:41.851497] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=47.3983%)
[2026-01-26T20:36:41.851692] [INFO ] [main      ] Fetching symbol history for AMZD...
[2026-01-26T20:36:41.851743] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2026-01-26T20:36:41.852879] [INFO ] [main      ] Progress: 349/392 forecasts completed (89.0%). CWCO finished in 0.9s. ETA: 7.6s. Rate: 341.58 forecasts/min
[2026-01-26T20:36:41.864424] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:41.865451] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2026-01-26T20:36:41.865530] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2026-01-26T20:36:41.865589] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2026-01-26T20:36:41.866432] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:41.866502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:41.871869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:41.873967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:41.874508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:41.874999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:41.875424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:41.876247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:41.877132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:41.893754] [DEBUG] [MAG       ] AMWL: Last date is validated at 2026-01-26
[2026-01-26T20:36:41.943138] [DEBUG] [MAG       ] APO: Last date is validated at 2026-01-26
[2026-01-26T20:36:42.014128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:42.016847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.025178] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.088772] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.090888] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-26T20:36:42.091015] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=56.0761%)
[2026-01-26T20:36:42.091180] [INFO ] [main      ] Fetching symbol history for JELD...
[2026-01-26T20:36:42.091222] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2026-01-26T20:36:42.091945] [INFO ] [main      ] Progress: 350/392 forecasts completed (89.3%). TBB finished in 0.6s. ETA: 7.4s. Rate: 341.22 forecasts/min
[2026-01-26T20:36:42.102909] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.104023] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2026-01-26T20:36:42.104077] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2026-01-26T20:36:42.104108] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2026-01-26T20:36:42.104959] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:42.105022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:42.106779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:42.107325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:42.107804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:42.112138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-26T20:36:42.113411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:42.115709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:42.118742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.142641] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.162493] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2026-01-26T20:36:42.162587] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-4.83% (Conf=55.2857%)
[2026-01-26T20:36:42.162755] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-26T20:36:42.162805] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-26T20:36:42.163976] [INFO ] [main      ] Progress: 351/392 forecasts completed (89.5%). AMWL finished in 0.8s. ETA: 7.2s. Rate: 341.80 forecasts/min
[2026-01-26T20:36:42.175131] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.176118] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-26T20:36:42.176178] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-26T20:36:42.176212] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-26T20:36:42.177141] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:42.177206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:42.182501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:42.184368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:42.185206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:42.187127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-26T20:36:42.190092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:42.191519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.280644] [INFO ] [LOCAL     ] APO: Saved forecast.
[2026-01-26T20:36:42.280713] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-5.04% (Conf=57.0547%)
[2026-01-26T20:36:42.280877] [INFO ] [main      ] Fetching symbol history for EG...
[2026-01-26T20:36:42.280922] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2026-01-26T20:36:42.282043] [INFO ] [main      ] Progress: 352/392 forecasts completed (89.8%). APO finished in 0.8s. ETA: 7.0s. Rate: 342.12 forecasts/min
[2026-01-26T20:36:42.293855] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.296840] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2026-01-26T20:36:42.296906] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2026-01-26T20:36:42.296939] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2026-01-26T20:36:42.298058] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:42.298121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:42.303979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:42.304857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:42.306515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.378437] [DEBUG] [MAG       ] AMZD: Last date is validated at 2026-01-26
[2026-01-26T20:36:42.502942] [DEBUG] [MAG       ] JELD: Last date is validated at 2026-01-26
[2026-01-26T20:36:42.566353] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.568002] [DEBUG] [MAG       ] BRZE: Last date is validated at 2026-01-26
[2026-01-26T20:36:42.644804] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2026-01-26T20:36:42.644880] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=2.59% (Conf=56.9688%)
[2026-01-26T20:36:42.645265] [INFO ] [main      ] Progress: 353/392 forecasts completed (90.1%). AMZD finished in 0.8s. ETA: 6.9s. Rate: 341.08 forecasts/min
[2026-01-26T20:36:42.645414] [INFO ] [main      ] Fetching symbol history for PFD...
[2026-01-26T20:36:42.645477] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2026-01-26T20:36:42.658874] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.659886] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2026-01-26T20:36:42.659941] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2026-01-26T20:36:42.659974] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2026-01-26T20:36:42.660840] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-26T20:36:42.660905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:42.663000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:42.663663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:42.666539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.673103] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.687659] [DEBUG] [MAG       ] EG: Last date is validated at 2026-01-26
[2026-01-26T20:36:42.738947] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:42.749937] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2026-01-26T20:36:42.750004] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-4.75% (Conf=56.5528%)
[2026-01-26T20:36:42.750163] [INFO ] [main      ] Fetching symbol history for XRX...
[2026-01-26T20:36:42.750206] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2026-01-26T20:36:42.751012] [INFO ] [main      ] Progress: 354/392 forecasts completed (90.3%). JELD finished in 0.7s. ETA: 6.7s. Rate: 341.47 forecasts/min
[2026-01-26T20:36:42.763077] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.764109] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2026-01-26T20:36:42.764161] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2026-01-26T20:36:42.764191] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2026-01-26T20:36:42.765176] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:42.765236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:42.767151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:42.768184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:42.768831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:42.769229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:42.770330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:42.771169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.837024] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-26T20:36:42.837095] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=56.3953%)
[2026-01-26T20:36:42.837485] [INFO ] [main      ] Fetching symbol history for ARVN...
[2026-01-26T20:36:42.837541] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2026-01-26T20:36:42.837668] [INFO ] [main      ] Progress: 355/392 forecasts completed (90.6%). BRZE finished in 0.7s. ETA: 6.5s. Rate: 341.95 forecasts/min
[2026-01-26T20:36:42.849547] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:42.850792] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2026-01-26T20:36:42.850865] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2026-01-26T20:36:42.850905] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2026-01-26T20:36:42.851758] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:42.851821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:42.856763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:42.857808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:42.858872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-26T20:36:42.859558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:42.874297] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.021289] [INFO ] [LOCAL     ] EG: Saved forecast.
[2026-01-26T20:36:43.021356] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=56.4812%)
[2026-01-26T20:36:43.021519] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-26T20:36:43.021562] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-26T20:36:43.022500] [INFO ] [main      ] Progress: 356/392 forecasts completed (90.8%). EG finished in 0.7s. ETA: 6.3s. Rate: 341.90 forecasts/min
[2026-01-26T20:36:43.032820] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.034012] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-26T20:36:43.034070] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-26T20:36:43.034102] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-26T20:36:43.035106] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:43.035165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:43.040729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:43.041739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:43.042440] [DEBUG] [MAG       ] PFD: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.114375] [DEBUG] [MAG       ] XRX: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.215306] [DEBUG] [MAG       ] ARVN: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.216235] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.277899] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2026-01-26T20:36:43.277969] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=37.5869%)
[2026-01-26T20:36:43.278326] [INFO ] [main      ] Fetching symbol history for CGON...
[2026-01-26T20:36:43.278400] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2026-01-26T20:36:43.278668] [INFO ] [main      ] Progress: 357/392 forecasts completed (91.1%). PFD finished in 0.6s. ETA: 6.2s. Rate: 341.46 forecasts/min
[2026-01-26T20:36:43.283861] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.291280] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.292314] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2026-01-26T20:36:43.294883] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2026-01-26T20:36:43.294925] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2026-01-26T20:36:43.295839] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-26T20:36:43.295901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:43.298410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:43.348717] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2026-01-26T20:36:43.348788] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=7.36% (Conf=67.991%)
[2026-01-26T20:36:43.348954] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-26T20:36:43.348998] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-26T20:36:43.350234] [INFO ] [main      ] Progress: 358/392 forecasts completed (91.3%). XRX finished in 0.6s. ETA: 6.0s. Rate: 342.03 forecasts/min
[2026-01-26T20:36:43.361094] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.362238] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-26T20:36:43.362423] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-26T20:36:43.362488] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-26T20:36:43.363886] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:43.363964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:43.365751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:43.366306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:43.366763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:43.367699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:43.388367] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.390173] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.486856] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2026-01-26T20:36:43.486928] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-4.59% (Conf=52.0271%)
[2026-01-26T20:36:43.487305] [INFO ] [main      ] Fetching symbol history for SLN...
[2026-01-26T20:36:43.487358] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2026-01-26T20:36:43.487816] [INFO ] [main      ] Progress: 359/392 forecasts completed (91.6%). ARVN finished in 0.6s. ETA: 5.8s. Rate: 342.24 forecasts/min
[2026-01-26T20:36:43.490514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:43.492209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:43.493407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:43.497888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:43.500733] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.501655] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2026-01-26T20:36:43.501712] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2026-01-26T20:36:43.501745] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2026-01-26T20:36:43.502557] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:43.502638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:43.504466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:43.505226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:43.505887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:43.508465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:43.568388] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.633754] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-26T20:36:43.633822] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=44.8838%)
[2026-01-26T20:36:43.633989] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-26T20:36:43.634033] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-26T20:36:43.635674] [INFO ] [main      ] Progress: 360/392 forecasts completed (91.8%). SKLZ finished in 0.6s. ETA: 5.6s. Rate: 342.38 forecasts/min
[2026-01-26T20:36:43.645332] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.646624] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-26T20:36:43.646679] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-26T20:36:43.646710] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-26T20:36:43.647592] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:43.647656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:43.649501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:43.650037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:43.650429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:43.651509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:43.665325] [DEBUG] [MAG       ] CGON: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.850105] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:43.850975] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.859333] [DEBUG] [MAG       ] SLN: Last date is validated at 2026-01-26
[2026-01-26T20:36:43.963710] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2026-01-26T20:36:43.963788] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=-11.50% (Conf=49.7247%)
[2026-01-26T20:36:43.963959] [INFO ] [main      ] Fetching symbol history for AG...
[2026-01-26T20:36:43.964020] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2026-01-26T20:36:43.965786] [INFO ] [main      ] Progress: 361/392 forecasts completed (92.1%). CGON finished in 0.7s. ETA: 5.4s. Rate: 341.55 forecasts/min
[2026-01-26T20:36:43.977488] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:43.978720] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2026-01-26T20:36:43.978775] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2026-01-26T20:36:43.978806] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2026-01-26T20:36:43.979704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:43.979763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:43.981480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:43.982013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:43.982406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:43.983203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.000290] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-26
[2026-01-26T20:36:44.024633] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.035052] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.128286] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-26T20:36:44.128364] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.9998%)
[2026-01-26T20:36:44.128540] [INFO ] [main      ] Fetching symbol history for SDA...
[2026-01-26T20:36:44.128601] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2026-01-26T20:36:44.129154] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2026-01-26T20:36:44.129223] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=-6.18% (Conf=48.352%)
[2026-01-26T20:36:44.129271] [INFO ] [main      ] Progress: 362/392 forecasts completed (92.3%). ASA finished in 0.8s. ETA: 5.3s. Rate: 341.61 forecasts/min
[2026-01-26T20:36:44.129521] [INFO ] [main      ] Progress: 363/392 forecasts completed (92.6%). SLN finished in 0.6s. ETA: 5.1s. Rate: 342.56 forecasts/min
[2026-01-26T20:36:44.129509] [INFO ] [main      ] Fetching symbol history for PX...
[2026-01-26T20:36:44.130027] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2026-01-26T20:36:44.142242] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.142802] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.143592] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2026-01-26T20:36:44.143658] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2026-01-26T20:36:44.143692] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2026-01-26T20:36:44.143972] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2026-01-26T20:36:44.144030] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2026-01-26T20:36:44.144062] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2026-01-26T20:36:44.144528] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:44.144617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:44.144872] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:44.144932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:44.149881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-26T20:36:44.150039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:44.150937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:44.151994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.153815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:44.157978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-26T20:36:44.160893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.171773] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.236822] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-26T20:36:44.236891] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=46.2536%)
[2026-01-26T20:36:44.237046] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-26T20:36:44.237089] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-26T20:36:44.238663] [INFO ] [main      ] Progress: 364/392 forecasts completed (92.9%). ELVA finished in 0.6s. ETA: 4.9s. Rate: 342.91 forecasts/min
[2026-01-26T20:36:44.250468] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.251683] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-26T20:36:44.251752] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-26T20:36:44.251794] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-26T20:36:44.252880] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-26T20:36:44.257236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:44.264792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:44.267352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:44.268023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:44.268523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:44.269880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:44.270835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-26T20:36:44.272319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:44.273810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:44.274392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-26T20:36:44.277022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.346358] [DEBUG] [MAG       ] AG: Last date is validated at 2026-01-26
[2026-01-26T20:36:44.498321] [DEBUG] [MAG       ] SDA: Last date is validated at 2026-01-26
[2026-01-26T20:36:44.516282] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.518178] [DEBUG] [MAG       ] PX: Last date is validated at 2026-01-26
[2026-01-26T20:36:44.596611] [INFO ] [LOCAL     ] AG: Saved forecast.
[2026-01-26T20:36:44.596679] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=7.45% (Conf=56.69%)
[2026-01-26T20:36:44.597099] [INFO ] [main      ] Fetching symbol history for SCM...
[2026-01-26T20:36:44.597151] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2026-01-26T20:36:44.597653] [INFO ] [main      ] Progress: 365/392 forecasts completed (93.1%). AG finished in 0.6s. ETA: 4.7s. Rate: 341.93 forecasts/min
[2026-01-26T20:36:44.610930] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.613356] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2026-01-26T20:36:44.613438] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2026-01-26T20:36:44.613478] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2026-01-26T20:36:44.614302] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:44.614365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:44.616110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:44.616656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:44.617054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:44.629757] [DEBUG] [MAG       ] BAP: Last date is validated at 2026-01-26
[2026-01-26T20:36:44.671346] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.693998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:44.697260] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.699344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:44.701890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:44.702981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.743920] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2026-01-26T20:36:44.743987] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=52.2565%)
[2026-01-26T20:36:44.744143] [INFO ] [main      ] Fetching symbol history for ASTL...
[2026-01-26T20:36:44.744186] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2026-01-26T20:36:44.746167] [INFO ] [main      ] Progress: 366/392 forecasts completed (93.4%). SDA finished in 0.6s. ETA: 4.6s. Rate: 342.07 forecasts/min
[2026-01-26T20:36:44.757342] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.758609] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2026-01-26T20:36:44.758661] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2026-01-26T20:36:44.758692] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2026-01-26T20:36:44.759477] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:44.759539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:44.760261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:44.761113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.775959] [INFO ] [LOCAL     ] PX: Saved forecast.
[2026-01-26T20:36:44.776028] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=54.0617%)
[2026-01-26T20:36:44.776355] [INFO ] [main      ] Fetching symbol history for RARE...
[2026-01-26T20:36:44.776407] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2026-01-26T20:36:44.776648] [INFO ] [main      ] Progress: 367/392 forecasts completed (93.6%). PX finished in 0.6s. ETA: 4.4s. Rate: 342.84 forecasts/min
[2026-01-26T20:36:44.789447] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.790422] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2026-01-26T20:36:44.790476] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2026-01-26T20:36:44.790507] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2026-01-26T20:36:44.791518] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:44.791792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:44.793755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:44.794285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:44.794714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-26T20:36:44.796814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:44.797691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:44.798966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:44.799748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-26T20:36:44.800914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:44.811041] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:44.970974] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-26T20:36:44.971042] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=50.152%)
[2026-01-26T20:36:44.971218] [INFO ] [main      ] Fetching symbol history for FOXA...
[2026-01-26T20:36:44.971263] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2026-01-26T20:36:44.972663] [INFO ] [main      ] Progress: 368/392 forecasts completed (93.9%). BAP finished in 0.7s. ETA: 4.2s. Rate: 342.73 forecasts/min
[2026-01-26T20:36:44.983028] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:44.984136] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2026-01-26T20:36:44.984189] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2026-01-26T20:36:44.984221] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2026-01-26T20:36:44.985217] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:44.985282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:44.990632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:44.992536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:44.993057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:44.993517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:44.993941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:44.996497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:44.997336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-26T20:36:44.998975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-26T20:36:45.003016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.049173] [DEBUG] [MAG       ] SCM: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.104339] [DEBUG] [MAG       ] ASTL: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.155281] [DEBUG] [MAG       ] RARE: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.224113] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:45.276220] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:45.287122] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2026-01-26T20:36:45.287192] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=59.7414%)
[2026-01-26T20:36:45.287591] [INFO ] [main      ] Fetching symbol history for DIN...
[2026-01-26T20:36:45.287645] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2026-01-26T20:36:45.287670] [INFO ] [main      ] Progress: 369/392 forecasts completed (94.1%). SCM finished in 0.7s. ETA: 4.0s. Rate: 341.99 forecasts/min
[2026-01-26T20:36:45.300356] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:45.301317] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2026-01-26T20:36:45.301371] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2026-01-26T20:36:45.301402] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2026-01-26T20:36:45.302219] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:45.302312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:45.307862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:45.310169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:45.310696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:45.311097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:45.327311] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:45.338190] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2026-01-26T20:36:45.338262] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=-3.73% (Conf=56.3068%)
[2026-01-26T20:36:45.338613] [INFO ] [main      ] Fetching symbol history for HYXF...
[2026-01-26T20:36:45.338663] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2026-01-26T20:36:45.339511] [INFO ] [main      ] Progress: 370/392 forecasts completed (94.4%). ASTL finished in 0.6s. ETA: 3.9s. Rate: 342.64 forecasts/min
[2026-01-26T20:36:45.350497] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:45.351490] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2026-01-26T20:36:45.351541] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2026-01-26T20:36:45.351594] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2026-01-26T20:36:45.352367] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:45.352427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:45.357244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:45.358139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:45.358309] [DEBUG] [MAG       ] FOXA: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.360863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:45.362686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.426146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:45.429676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:45.434249] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2026-01-26T20:36:45.434316] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=56.2885%)
[2026-01-26T20:36:45.434709] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-26T20:36:45.434762] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-26T20:36:45.435663] [INFO ] [main      ] Progress: 371/392 forecasts completed (94.6%). RARE finished in 0.7s. ETA: 3.7s. Rate: 343.06 forecasts/min
[2026-01-26T20:36:45.448381] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:45.448449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.449631] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-26T20:36:45.449688] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-26T20:36:45.449720] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-26T20:36:45.450529] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:45.450614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:45.455786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:45.457713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:45.458210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-26T20:36:45.458940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:45.461097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.532251] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:45.630408] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2026-01-26T20:36:45.630484] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=53.3053%)
[2026-01-26T20:36:45.630663] [INFO ] [main      ] Fetching symbol history for GME...
[2026-01-26T20:36:45.630865] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2026-01-26T20:36:45.632160] [INFO ] [main      ] Progress: 372/392 forecasts completed (94.9%). FOXA finished in 0.7s. ETA: 3.5s. Rate: 342.94 forecasts/min
[2026-01-26T20:36:45.643182] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:45.644307] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2026-01-26T20:36:45.644362] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2026-01-26T20:36:45.644393] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2026-01-26T20:36:45.645196] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:45.645257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:45.650664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:45.652605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:45.653101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:45.653503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.711224] [DEBUG] [MAG       ] HYXF: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.803602] [DEBUG] [MAG       ] DIN: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.821254] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-26
[2026-01-26T20:36:45.883721] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:45.946772] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2026-01-26T20:36:45.946838] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=41.5907%)
[2026-01-26T20:36:45.946999] [INFO ] [main      ] Fetching symbol history for ENVX...
[2026-01-26T20:36:45.947042] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2026-01-26T20:36:45.948538] [INFO ] [main      ] Progress: 373/392 forecasts completed (95.2%). HYXF finished in 0.6s. ETA: 3.3s. Rate: 342.20 forecasts/min
[2026-01-26T20:36:45.959928] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:45.961417] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2026-01-26T20:36:45.961468] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2026-01-26T20:36:45.961522] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2026-01-26T20:36:45.962326] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:45.962387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:45.964404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:45.964938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:45.967452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:45.968259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:45.968920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:45.993593] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.000515] [DEBUG] [MAG       ] GME: Last date is validated at 2026-01-26
[2026-01-26T20:36:46.001925] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.098347] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2026-01-26T20:36:46.098425] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=54.3098%)
[2026-01-26T20:36:46.098658] [INFO ] [main      ] Fetching symbol history for HPF...
[2026-01-26T20:36:46.098736] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2026-01-26T20:36:46.098931] [INFO ] [main      ] Progress: 374/392 forecasts completed (95.4%). DIN finished in 0.8s. ETA: 3.2s. Rate: 342.33 forecasts/min
[2026-01-26T20:36:46.112711] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.113740] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2026-01-26T20:36:46.113804] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2026-01-26T20:36:46.113839] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2026-01-26T20:36:46.114975] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:46.115054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:46.121772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:46.123002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:46.125886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:46.126867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:46.129461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-26T20:36:46.130270] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-26T20:36:46.130337] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=57.3855%)
[2026-01-26T20:36:46.130464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-26T20:36:46.130492] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-26T20:36:46.130534] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-26T20:36:46.130836] [INFO ] [main      ] Progress: 375/392 forecasts completed (95.7%). CMI finished in 0.7s. ETA: 3.0s. Rate: 343.08 forecasts/min
[2026-01-26T20:36:46.134863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-26T20:36:46.136505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.145091] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.146092] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-26T20:36:46.146154] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-26T20:36:46.146186] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-26T20:36:46.146990] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-26T20:36:46.147051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:46.151967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:46.153817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:46.154302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:46.154718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:46.155588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-26T20:36:46.157462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:46.158524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.173266] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.261246] [INFO ] [LOCAL     ] GME: Saved forecast.
[2026-01-26T20:36:46.261309] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=2.46% (Conf=51.0035%)
[2026-01-26T20:36:46.261659] [INFO ] [main      ] Fetching symbol history for GEN...
[2026-01-26T20:36:46.261710] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2026-01-26T20:36:46.262456] [INFO ] [main      ] Progress: 376/392 forecasts completed (95.9%). GME finished in 0.6s. ETA: 2.8s. Rate: 343.31 forecasts/min
[2026-01-26T20:36:46.273346] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.274514] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2026-01-26T20:36:46.274569] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-26T20:36:46.274620] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2026-01-26T20:36:46.275376] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:46.275440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:46.280297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:46.309906] [DEBUG] [MAG       ] ENVX: Last date is validated at 2026-01-26
[2026-01-26T20:36:46.390497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-26T20:36:46.391460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:46.392137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-26T20:36:46.394863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:46.409781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.481870] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.497902] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-26
[2026-01-26T20:36:46.545400] [DEBUG] [MAG       ] HPF: Last date is validated at 2026-01-26
[2026-01-26T20:36:46.571447] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2026-01-26T20:36:46.571514] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=61.8475%)
[2026-01-26T20:36:46.571707] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-26T20:36:46.571761] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-26T20:36:46.572971] [INFO ] [main      ] Progress: 377/392 forecasts completed (96.2%). ENVX finished in 0.6s. ETA: 2.6s. Rate: 342.60 forecasts/min
[2026-01-26T20:36:46.583790] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.585009] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-26T20:36:46.585063] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-26T20:36:46.585093] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-26T20:36:46.585915] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:46.585978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:46.590999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-26T20:36:46.591854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:46.592725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-26T20:36:46.595267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:46.596551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:46.598700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.666848] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.720122] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.757742] [DEBUG] [MAG       ] GEN: Last date is validated at 2026-01-26
[2026-01-26T20:36:46.760193] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-26T20:36:46.760253] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=53.9295%)
[2026-01-26T20:36:46.760411] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-26T20:36:46.760455] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-26T20:36:46.760836] [INFO ] [main      ] Progress: 378/392 forecasts completed (96.4%). GSBC finished in 0.6s. ETA: 2.5s. Rate: 342.54 forecasts/min
[2026-01-26T20:36:46.772185] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.773450] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-26T20:36:46.773519] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-26T20:36:46.773557] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-26T20:36:46.774363] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:46.774427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:46.776384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:46.776924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:46.777326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:46.790871] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2026-01-26T20:36:46.790952] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=56.5912%)
[2026-01-26T20:36:46.791131] [INFO ] [main      ] Fetching symbol history for ITRN...
[2026-01-26T20:36:46.791181] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2026-01-26T20:36:46.791903] [INFO ] [main      ] Progress: 379/392 forecasts completed (96.7%). HPF finished in 0.7s. ETA: 2.3s. Rate: 343.28 forecasts/min
[2026-01-26T20:36:46.803911] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:46.804894] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2026-01-26T20:36:46.804958] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2026-01-26T20:36:46.804992] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2026-01-26T20:36:46.805864] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:46.805931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:46.807967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:46.808697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:46.809178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-26T20:36:46.810229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:46.811353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-26T20:36:46.816078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-26T20:36:46.817544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-26T20:36:46.819697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.856560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:46.931761] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:46.941526] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.013293] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2026-01-26T20:36:47.013358] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=51.32%)
[2026-01-26T20:36:47.013691] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-26T20:36:47.013742] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-26T20:36:47.014646] [INFO ] [main      ] Progress: 380/392 forecasts completed (96.9%). GEN finished in 0.8s. ETA: 2.1s. Rate: 343.03 forecasts/min
[2026-01-26T20:36:47.024565] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:47.025510] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-26T20:36:47.025563] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-26T20:36:47.025614] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-26T20:36:47.026380] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-26T20:36:47.026468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:47.031814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:47.033671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:47.034155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:47.034545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-26T20:36:47.074285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:47.075402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-26T20:36:47.116292] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:47.122029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-26T20:36:47.125014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:47.202226] [DEBUG] [MAG       ] PUK: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.247894] [DEBUG] [MAG       ] ITRN: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.265855] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-26T20:36:47.265924] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=65.5803%)
[2026-01-26T20:36:47.266278] [INFO ] [main      ] Fetching symbol history for XOMA...
[2026-01-26T20:36:47.266330] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2026-01-26T20:36:47.266662] [INFO ] [main      ] Progress: 381/392 forecasts completed (97.2%). SATS finished in 0.7s. ETA: 1.9s. Rate: 342.64 forecasts/min
[2026-01-26T20:36:47.278235] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:47.279437] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2026-01-26T20:36:47.279490] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2026-01-26T20:36:47.279523] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2026-01-26T20:36:47.280354] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:47.280419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:47.282176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:47.282709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-26T20:36:47.374443] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:47.400115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:47.401334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-26T20:36:47.402601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-26T20:36:47.421312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:47.422311] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:47.444013] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-26T20:36:47.444081] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=47.5106%)
[2026-01-26T20:36:47.444236] [INFO ] [main      ] Fetching symbol history for CZWI...
[2026-01-26T20:36:47.444279] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2026-01-26T20:36:47.445874] [INFO ] [main      ] Progress: 382/392 forecasts completed (97.4%). PUK finished in 0.7s. ETA: 1.8s. Rate: 342.62 forecasts/min
[2026-01-26T20:36:47.456436] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:47.457617] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2026-01-26T20:36:47.457673] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2026-01-26T20:36:47.457704] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2026-01-26T20:36:47.458480] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:47.458568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:47.460368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:47.460909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:47.461306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-26T20:36:47.462278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:47.463532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:47.486462] [DEBUG] [MAG       ] RCS: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.510905] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2026-01-26T20:36:47.510973] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-1.46% (Conf=67.3035%)
[2026-01-26T20:36:47.511322] [INFO ] [main      ] Fetching symbol history for EVH...
[2026-01-26T20:36:47.511375] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2026-01-26T20:36:47.511660] [INFO ] [main      ] Progress: 383/392 forecasts completed (97.7%). ITRN finished in 0.7s. ETA: 1.6s. Rate: 343.17 forecasts/min
[2026-01-26T20:36:47.523008] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:47.524093] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2026-01-26T20:36:47.524145] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2026-01-26T20:36:47.524176] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2026-01-26T20:36:47.524983] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-26T20:36:47.525043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-26T20:36:47.525810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:47.526888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:47.528714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-26T20:36:47.534546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:47.669101] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:47.739890] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-26T20:36:47.739978] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-2.34% (Conf=42.3952%)
[2026-01-26T20:36:47.740347] [INFO ] [main      ] Fetching symbol history for ETSY...
[2026-01-26T20:36:47.740398] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2026-01-26T20:36:47.741872] [INFO ] [main      ] Progress: 384/392 forecasts completed (98.0%). RCS finished in 0.7s. ETA: 1.4s. Rate: 342.89 forecasts/min
[2026-01-26T20:36:47.753268] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:47.754200] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2026-01-26T20:36:47.754257] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2026-01-26T20:36:47.754288] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2026-01-26T20:36:47.755342] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:47.755404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:47.756229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:47.758187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:47.766056] [DEBUG] [MAG       ] XOMA: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.806511] [DEBUG] [MAG       ] CZWI: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.893029] [DEBUG] [MAG       ] EVH: Last date is validated at 2026-01-26
[2026-01-26T20:36:47.940422] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:47.986869] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.036045] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2026-01-26T20:36:48.036118] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=41.1081%)
[2026-01-26T20:36:48.036288] [INFO ] [main      ] Fetching symbol history for DOMO...
[2026-01-26T20:36:48.036333] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2026-01-26T20:36:48.036906] [INFO ] [main      ] Progress: 385/392 forecasts completed (98.2%). XOMA finished in 0.8s. ETA: 1.2s. Rate: 342.28 forecasts/min
[2026-01-26T20:36:48.049428] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:48.050488] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2026-01-26T20:36:48.050550] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2026-01-26T20:36:48.050603] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2026-01-26T20:36:48.051488] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-26T20:36:48.051610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:48.053757] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2026-01-26T20:36:48.053827] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=52.4915%)
[2026-01-26T20:36:48.053988] [INFO ] [main      ] Fetching symbol history for OCFC...
[2026-01-26T20:36:48.054032] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2026-01-26T20:36:48.054863] [INFO ] [main      ] Progress: 386/392 forecasts completed (98.5%). CZWI finished in 0.6s. ETA: 1.0s. Rate: 343.08 forecasts/min
[2026-01-26T20:36:48.057320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-26T20:36:48.058850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-26T20:36:48.067842] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:48.069605] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2026-01-26T20:36:48.069679] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2026-01-26T20:36:48.069728] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2026-01-26T20:36:48.070387] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.070633] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-26T20:36:48.070698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-26T20:36:48.071409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-26T20:36:48.073022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:48.123618] [DEBUG] [MAG       ] ETSY: Last date is validated at 2026-01-26
[2026-01-26T20:36:48.142625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-26T20:36:48.143639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:48.144768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-26T20:36:48.144845] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2026-01-26T20:36:48.144912] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=5.17% (Conf=59.8429%)
[2026-01-26T20:36:48.145069] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-26T20:36:48.145111] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-26T20:36:48.146454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:48.146660] [INFO ] [main      ] Progress: 387/392 forecasts completed (98.7%). EVH finished in 0.6s. ETA: 0.9s. Rate: 343.50 forecasts/min
[2026-01-26T20:36:48.157070] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:48.157966] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-26T20:36:48.158019] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-26T20:36:48.158076] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-26T20:36:48.158910] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-26T20:36:48.158973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-26T20:36:48.163932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:48.165776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:48.166256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:48.166719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:48.167119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:48.309902] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.416774] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2026-01-26T20:36:48.416856] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=56.7039%)
[2026-01-26T20:36:48.417451] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-26T20:36:48.417522] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-26T20:36:48.417663] [INFO ] [main      ] Progress: 388/392 forecasts completed (99.0%). ETSY finished in 0.7s. ETA: 0.7s. Rate: 343.01 forecasts/min
[2026-01-26T20:36:48.430889] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-26T20:36:48.432132] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-26T20:36:48.432196] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-26T20:36:48.432230] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-26T20:36:48.433218] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-26T20:36:48.433288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-26T20:36:48.435240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-26T20:36:48.435825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-26T20:36:48.436256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-26T20:36:48.438469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-26T20:36:48.439151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-26T20:36:48.440434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-26T20:36:48.442289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-26T20:36:48.443478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-26T20:36:48.444194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-26T20:36:48.450265] [DEBUG] [MAG       ] OCFC: Last date is validated at 2026-01-26
[2026-01-26T20:36:48.503379] [DEBUG] [MAG       ] DOMO: Last date is validated at 2026-01-26
[2026-01-26T20:36:48.519351] [DEBUG] [MAG       ] EFC: Last date is validated at 2026-01-26
[2026-01-26T20:36:48.624093] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.687931] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.691045] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2026-01-26T20:36:48.691115] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=54.7481%)
[2026-01-26T20:36:48.691873] [INFO ] [main      ] Progress: 389/392 forecasts completed (99.2%). OCFC finished in 0.6s. ETA: 0.5s. Rate: 342.51 forecasts/min
[2026-01-26T20:36:48.698099] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:48.758399] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-26T20:36:48.758469] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=52.416%)
[2026-01-26T20:36:48.759899] [INFO ] [main      ] Progress: 390/392 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 343.05 forecasts/min
[2026-01-26T20:36:48.770766] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2026-01-26T20:36:48.770835] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=74.0614%)
[2026-01-26T20:36:48.771794] [INFO ] [main      ] Progress: 391/392 forecasts completed (99.7%). DOMO finished in 0.7s. ETA: 0.2s. Rate: 343.87 forecasts/min
[2026-01-26T20:36:48.808103] [DEBUG] [MAG       ] OPP: Last date is validated at 2026-01-26
[2026-01-26T20:36:48.982936] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-27
[2026-01-26T20:36:49.063121] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-26T20:36:49.063200] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2026-01-26T20:36:49.063720] [INFO ] [main      ] Progress: 392/392 forecasts completed (100.0%). OPP finished in 0.6s. ETA: 0.0s. Rate: 343.28 forecasts/min
[2026-01-26T20:36:49.092433] [INFO ] [main      ] Parallel forecast generation completed in 1m 9s. Processed 392 forecasts.
[2026-01-26T20:36:49.092605] [INFO ] [main      ] Generated and saved 392 forecast pairs.
[2026-01-26T20:36:49.853220] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (392/392 @ 100.00%)'
[2026-01-26T20:36:49.854737] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-26T20:36:49.854824] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-26T20:36:49.855261] [INFO ] [main      ] Found 48 forecast dates
[2026-01-26T20:36:49.855302] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-26T20:36:49.969503] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-26T20:36:49.973466] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-26T20:36:49.973628] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-26T20:36:50.069544] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-26T20:36:50.080737] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-26T20:36:50.080886] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-26T20:36:50.213549] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-26T20:36:50.215309] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-26T20:36:50.215420] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-26T20:36:50.316462] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-26T20:36:50.318154] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-26T20:36:50.318271] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-26T20:36:50.428075] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-26T20:36:50.448928] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-26T20:36:50.449032] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-26T20:36:50.565205] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-26T20:36:50.567123] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-26T20:36:50.567243] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-26T20:36:50.683673] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-26T20:36:50.687495] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-26T20:36:50.687699] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-26T20:36:50.810092] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-26T20:36:50.812963] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-26T20:36:50.813087] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-26T20:36:51.051606] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-26T20:36:51.055413] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-26T20:36:51.055625] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-26T20:36:51.250740] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-26T20:36:51.253817] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-26T20:36:51.253989] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-26T20:36:51.455431] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-26T20:36:51.458261] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-26T20:36:51.458441] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-26T20:36:51.701470] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-26T20:36:51.706873] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-26T20:36:51.707196] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-26T20:36:51.961934] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-26T20:36:51.965263] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-26T20:36:51.965450] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-26T20:36:52.209708] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-26T20:36:52.213381] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-26T20:36:52.213646] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-26T20:36:52.471472] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-26T20:36:52.474782] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-26T20:36:52.474963] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-26T20:36:52.704615] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-26T20:36:52.708457] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-26T20:36:52.708675] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-26T20:36:52.812134] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-26T20:36:52.813905] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-26T20:36:52.814019] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-26T20:36:52.926060] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-26T20:36:52.927800] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-26T20:36:52.927907] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-26T20:36:53.031555] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-26T20:36:53.033169] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-26T20:36:53.033270] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-26T20:36:53.123489] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-26T20:36:53.125091] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-26T20:36:53.125197] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-26T20:36:53.205923] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-26T20:36:53.207596] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-26T20:36:53.207700] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-26T20:36:53.327498] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-26T20:36:53.329175] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-26T20:36:53.329290] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-26T20:36:53.453637] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-26T20:36:53.455286] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-26T20:36:53.455393] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-26T20:36:53.541478] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-26T20:36:53.543103] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-26T20:36:53.543210] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-26T20:36:53.635296] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-26T20:36:53.637198] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-26T20:36:53.637314] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-26T20:36:53.736630] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-26T20:36:53.738238] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-26T20:36:53.738342] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-26T20:36:53.829208] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-26T20:36:53.830828] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-26T20:36:53.830928] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-26T20:36:53.916793] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-26T20:36:53.918254] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-26T20:36:53.918349] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-26T20:36:54.007940] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-26T20:36:54.009616] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-26T20:36:54.009716] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-26T20:36:54.113238] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-26T20:36:54.114840] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-26T20:36:54.115153] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-26T20:36:54.220824] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-26T20:36:54.222415] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-26T20:36:54.222519] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-26T20:36:54.305863] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-26T20:36:54.307446] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-26T20:36:54.307553] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-26T20:36:54.398119] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-26T20:36:54.400038] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-26T20:36:54.400157] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-26T20:36:54.508430] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-26T20:36:54.510232] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-26T20:36:54.510347] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-26T20:36:54.606287] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-26T20:36:54.607950] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-26T20:36:54.608056] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-26T20:36:54.697334] [INFO ] [main      ] Overwriting existing report for 2026-01-08
[2026-01-26T20:36:54.699250] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-26T20:36:54.699367] [INFO ] [main      ] Processing forecast date: 2026-01-09
[2026-01-26T20:36:54.783277] [INFO ] [main      ] Overwriting existing report for 2026-01-09
[2026-01-26T20:36:54.784799] [INFO ] [main      ] Generated forecast report for 2026-01-09: 392 forecasts
[2026-01-26T20:36:54.784896] [INFO ] [main      ] Processing forecast date: 2026-01-12
[2026-01-26T20:36:54.892757] [INFO ] [main      ] Overwriting existing report for 2026-01-12
[2026-01-26T20:36:54.894404] [INFO ] [main      ] Generated forecast report for 2026-01-12: 417 forecasts
[2026-01-26T20:36:54.894524] [INFO ] [main      ] Processing forecast date: 2026-01-13
[2026-01-26T20:36:54.989926] [INFO ] [main      ] Overwriting existing report for 2026-01-13
[2026-01-26T20:36:54.991860] [INFO ] [main      ] Generated forecast report for 2026-01-13: 385 forecasts
[2026-01-26T20:36:54.991965] [INFO ] [main      ] Processing forecast date: 2026-01-14
[2026-01-26T20:36:55.085713] [INFO ] [main      ] Overwriting existing report for 2026-01-14
[2026-01-26T20:36:55.087367] [INFO ] [main      ] Generated forecast report for 2026-01-14: 378 forecasts
[2026-01-26T20:36:55.087492] [INFO ] [main      ] Processing forecast date: 2026-01-15
[2026-01-26T20:36:55.187823] [INFO ] [main      ] Overwriting existing report for 2026-01-15
[2026-01-26T20:36:55.189429] [INFO ] [main      ] Generated forecast report for 2026-01-15: 419 forecasts
[2026-01-26T20:36:55.189533] [INFO ] [main      ] Processing forecast date: 2026-01-16
[2026-01-26T20:36:55.291171] [INFO ] [main      ] Overwriting existing report for 2026-01-16
[2026-01-26T20:36:55.292778] [INFO ] [main      ] Generated forecast report for 2026-01-16: 415 forecasts
[2026-01-26T20:36:55.292902] [INFO ] [main      ] Processing forecast date: 2026-01-20
[2026-01-26T20:36:55.396318] [INFO ] [main      ] Overwriting existing report for 2026-01-20
[2026-01-26T20:36:55.398819] [INFO ] [main      ] Generated forecast report for 2026-01-20: 411 forecasts
[2026-01-26T20:36:55.398945] [INFO ] [main      ] Processing forecast date: 2026-01-21
[2026-01-26T20:36:55.493058] [INFO ] [main      ] Overwriting existing report for 2026-01-21
[2026-01-26T20:36:55.494609] [INFO ] [main      ] Generated forecast report for 2026-01-21: 403 forecasts
[2026-01-26T20:36:55.494709] [INFO ] [main      ] Processing forecast date: 2026-01-22
[2026-01-26T20:36:55.593915] [INFO ] [main      ] Overwriting existing report for 2026-01-22
[2026-01-26T20:36:55.595634] [INFO ] [main      ] Generated forecast report for 2026-01-22: 429 forecasts
[2026-01-26T20:36:55.595742] [INFO ] [main      ] Processing forecast date: 2026-01-23
[2026-01-26T20:36:55.690870] [INFO ] [main      ] Overwriting existing report for 2026-01-23
[2026-01-26T20:36:55.692454] [INFO ] [main      ] Generated forecast report for 2026-01-23: 416 forecasts
[2026-01-26T20:36:55.692556] [INFO ] [main      ] Processing forecast date: 2026-01-26
[2026-01-26T20:36:55.782479] [INFO ] [main      ] Overwriting existing report for 2026-01-26
[2026-01-26T20:36:55.784101] [INFO ] [main      ] Generated forecast report for 2026-01-26: 420 forecasts
[2026-01-26T20:36:55.784209] [INFO ] [main      ] Processing forecast date: 2026-01-27
[2026-01-26T20:36:55.793746] [INFO ] [main      ] Generated forecast report for 2026-01-27: 392 forecasts
[2026-01-26T20:36:55.793835] [INFO ] [main      ] Generated 48/48 forecast reports
[2026-01-26T20:36:55.793883] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-27.txt
[2026-01-26T20:36:56.382660] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-27'
[2026-01-26T20:36:56.382845] [INFO ] [main      ] Forecast report email sent for 2026-01-27
[2026-01-26T20:36:56.382950] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-26T20:36:56.383180] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-26T20:36:56.383350] [INFO ] [STATE     ] Last completion updated: 2026-01-26T20:36:56.383240