[2025-12-25T20:30:02.739362] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-25T20:30:02.925253] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-25T20:30:03.095036] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-25T20:30:03.261363] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-25T20:30:03.432670] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-25T20:30:03.432997] [WARN ] [STATE     ] State set to: WAITING
[2025-12-25T20:30:03.433057] [INFO ] [STATE     ] Checking service statuses...
[2025-12-25T20:30:03.440121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:03.443614] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:03.511163] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:03.579140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:03.646283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:03.646412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:06.651868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:06.656315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:06.660696] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:06.664506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:06.667880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:06.667952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:09.673057] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:09.676625] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:09.679944] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:09.684401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:09.687946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:09.688016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:12.693255] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:12.698334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:12.702777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:12.707182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:12.711439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:12.711515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:15.717361] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:15.721234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:15.725195] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:15.728896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:15.732724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:15.732809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:18.739022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:18.742900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:18.746298] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:18.750072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:18.753483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:18.753554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:21.765403] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:21.776894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:21.783906] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:21.789481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:21.794663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:21.794796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:24.799890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:24.803675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:24.807203] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:24.810630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:24.814073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:24.814154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:27.819090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:27.823050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:27.827217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:27.831409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:27.836104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:27.836210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:30.841902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:30.845883] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:30.850790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:30.855709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:30.860264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:30.860406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:33.865162] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:33.868779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:33.935090] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:34.001497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:34.067913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:34.068044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:37.073898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:37.079529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:37.084886] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:37.089089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:37.093927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:37.094066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:40.099089] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:40.102939] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:40.106420] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:40.109930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:40.113361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:40.113462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:43.120811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:43.125623] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:43.130960] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:43.135415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:43.140006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:43.140152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:46.144728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:46.149748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:46.153971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:46.158427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:46.162902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:46.162996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:49.168283] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:49.171812] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:49.175150] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:49.179244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:49.183174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:49.183246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:52.187981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:52.191505] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:52.194952] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:52.198307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:52.201742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:52.201816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:55.207721] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:55.212932] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:55.218086] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:55.223181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:55.228072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:55.228192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:30:58.233562] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:30:58.238244] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:30:58.243537] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:30:58.248697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:30:58.254303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:30:58.254428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:01.259267] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:01.262987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:01.266309] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:01.269776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:01.273090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:01.273161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:04.279993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:04.285770] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:04.353242] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:04.422614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:04.434954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:04.435227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:07.442680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:07.446798] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:07.450427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:07.454887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:07.460280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:07.460400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:10.465518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:10.469423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:10.473111] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:10.476854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:10.480662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:10.480754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:13.486739] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:13.490453] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:13.494654] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:13.498888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:13.502365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:13.502433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:16.508459] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:16.512674] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:16.516350] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:16.520495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:16.524462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:16.524543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:19.530587] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:19.536056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:19.541261] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:19.546695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:19.551207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:19.551318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:22.556922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:22.560721] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:22.564605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:22.568595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:22.572239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:22.572321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:25.577164] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:25.580547] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:25.583784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:25.586954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:25.590210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:25.590280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:28.594885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:28.598497] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:28.601928] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:28.606075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:28.610188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:28.610276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:31.618942] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:31.629142] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:31.636527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:31.642675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:31.648377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:31.648545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:34.653502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:34.657261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:34.662157] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:34.666068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:34.669549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:34.669645] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:37.674769] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:37.678604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:37.682253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:37.685656] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:37.752749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:37.752856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:40.757321] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:40.761124] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:40.764927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:40.768541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:40.772142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:40.772232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:43.777882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:43.782872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:43.786740] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:43.790042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:43.793270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:43.793341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:46.798722] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:46.804987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:46.808978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:46.812879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:46.816622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:46.816702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:49.821915] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:49.825331] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:49.829858] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:49.833683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:49.837169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:49.837250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:52.842415] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:52.847520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:52.852467] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:52.856896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:52.862160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:52.862311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:55.867345] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:55.871164] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:55.874695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:55.878215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:55.881680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:55.881757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:31:58.886422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:31:58.890415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:31:58.893976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:31:58.897301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:31:58.900647] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:31:58.900721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:01.906693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:01.911301] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:01.915902] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:01.920500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:01.925197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:01.925333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:04.931069] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:04.934619] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:04.938881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:04.943670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:04.947703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:04.947799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:07.953181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:07.957204] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:07.960823] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:07.964401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:07.969056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:07.969148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:10.974899] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:10.979559] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:10.983473] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:10.988066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:10.991708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:10.991778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:13.997662] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:14.002453] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:14.006982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:14.011083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:14.014613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:14.014688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:17.019454] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:17.023799] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:17.027510] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:17.031127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:17.034448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:17.034523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:20.040204] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:20.044950] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:20.049084] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:20.053030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:20.056983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:20.057076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:23.063035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:23.067709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:23.071982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:23.075549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:23.079051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:23.079139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:26.084871] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:26.088915] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:26.092681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:26.095987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:26.100752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:26.100922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:29.106542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:29.110228] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:29.114205] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:29.117810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:29.121152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:29.121222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:32.126290] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:32.131230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:32.134926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:32.138413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:32.141896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:32.141980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:35.146345] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:35.150424] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:35.218614] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:35.286928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:35.290503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:35.290592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:38.295519] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:38.299299] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:38.302784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:38.306388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:38.315366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:38.315452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:41.321423] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:41.325073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:41.328590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:41.332139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:41.335490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:41.335591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:44.341342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:44.345364] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:44.349874] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:44.354257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:44.357824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:44.357917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:47.364651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:47.368408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:47.371927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:47.375403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:47.379681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:47.379828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:50.385679] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:50.389159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:50.393835] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:50.397902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:50.401691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:50.401783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:53.406446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:53.409825] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:53.412985] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:53.416331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:53.419728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:53.419802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:56.425064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:56.428486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:56.432026] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:56.435629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:56.438875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:56.438943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:32:59.443511] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:32:59.447096] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:32:59.450458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:32:59.453827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:32:59.457188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:32:59.457270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:02.464362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:02.470599] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:02.476375] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:02.483650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:02.488827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:02.488949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:05.494852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:05.498825] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:05.504538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:05.509544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:05.513485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:05.513589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:08.520722] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:08.525017] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:08.528819] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:08.535041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:08.541385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:08.541498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:11.547116] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:11.551560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:11.555665] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:11.559406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:11.563060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:11.563147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:14.567865] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:14.571592] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:14.575150] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:14.578926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:14.583271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:14.583395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:17.589614] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:17.594298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:17.597930] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:17.601769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:17.605528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:17.605635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:20.611719] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:20.616229] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:20.620655] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:20.624971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:20.629262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:20.629358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:23.634262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:23.637853] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:23.641215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:23.644500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:23.647699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:23.647774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:26.653467] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:26.658205] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:26.663060] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:26.666853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:26.670476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:26.670562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:29.675889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:29.679537] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:29.682900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:29.686549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:29.690454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:29.690544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:32.696251] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:32.700851] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:32.705206] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:32.709964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:32.714391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:32.714472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:35.719739] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:35.723409] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:35.727437] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:35.731859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:35.735988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:35.736088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:38.741645] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:38.745677] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:38.749833] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:38.753544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:38.758142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:38.758246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:41.763450] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:41.767177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:41.770967] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:41.774279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:41.778078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:41.778195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:44.784073] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:44.789138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:44.793378] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:44.797542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:44.801202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:44.801277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:47.807368] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:47.813093] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:47.818000] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:47.822137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:47.826354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:47.826456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:50.831205] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:50.834815] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:50.838144] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:50.841460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:50.844752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:50.844828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:53.850451] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:53.854071] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:53.857402] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:53.860716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:53.863956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:53.864032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:56.869115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:56.872992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:56.876871] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:56.880562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:56.884355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:56.884458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:33:59.890114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:33:59.895700] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:33:59.900802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:33:59.905941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:33:59.913418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:33:59.913552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:02.918392] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:02.922332] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:02.925942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:02.929687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:02.933412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:02.933517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:05.938399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:05.942103] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:05.946124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:05.950141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:05.953815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:05.953900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:08.960839] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:08.964983] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:08.969843] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:08.974439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:08.982702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:08.982862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:11.988649] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:11.993075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:11.997012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:12.000910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:12.004681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:12.004781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:15.009675] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:15.013379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:15.017372] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:15.020848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:15.024101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:15.024173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:18.028981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:18.033110] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:18.036954] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:18.040738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:18.044660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:18.044771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:21.049747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:21.053409] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:21.056733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:21.060246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:21.063614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:21.063683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:24.068633] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:24.072842] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:24.076601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:24.080444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:24.084350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:24.084457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:27.089135] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:27.093036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:27.096511] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:27.099829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:27.103109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:27.103181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:30.108374] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:30.112265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:30.115725] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:30.119088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:30.122358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:30.122430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:33.128232] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:33.131768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:33.134971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:33.138171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:33.141374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:33.141441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:36.147961] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:36.152477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:36.157818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:36.162310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:36.165647] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:36.165723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:39.171369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:39.175296] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:39.178717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:39.182104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:39.186394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:39.186502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:42.194006] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:42.199463] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:42.203499] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:42.207102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:42.210734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:42.210811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:45.216424] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:45.220294] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:45.224872] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:45.228460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:45.231814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:45.231886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:48.236995] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:48.241344] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:48.245116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:48.248722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:48.252283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:48.252368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:51.257832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:51.261312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:51.264615] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:51.268059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:51.271611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:51.271693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:54.276900] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:54.280897] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:54.284839] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:54.288509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:54.292243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:54.292331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:34:57.297298] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:34:57.301823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:34:57.305588] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:34:57.309750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:34:57.314177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:34:57.314288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:00.318896] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:00.322926] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:00.327064] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:00.330641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:00.334182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:00.334288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:03.338885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:03.346717] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:03.350923] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:03.354747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:03.358591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:03.358709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:06.363221] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:06.366616] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:06.370396] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:06.375000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:06.379640] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:06.379745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:09.385178] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:09.394176] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:09.401049] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:09.407124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:09.413666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:09.413822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:12.420057] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:12.423938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:12.427454] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:12.431795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:12.435592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:12.435679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:15.440173] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:15.444072] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:15.447653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:15.450867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:15.454086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:15.454154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:18.459444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:18.463664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:18.468033] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:18.472765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:18.477668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:18.477773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:21.482973] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:21.486289] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:21.490201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:21.493777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:21.496999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:21.497069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:24.503982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:24.509449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:24.515117] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:24.519945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:24.523821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:24.523890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:27.531600] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:27.537385] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:27.542849] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:27.548464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:27.554853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:27.555039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:30.560611] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:30.564850] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:30.568519] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-25T20:35:30.572314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:30.576431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:30.576517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-25T20:35:33.581972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-25T20:35:33.586330] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:33.590723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-25T20:35:33.594933] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-24), and is a dependency of this service.
[2025-12-25T20:35:33.598692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-25T20:35:33.602470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-25T20:35:33.602856] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-25T20:35:33.602957] [INFO ] [MODE      ] Using multithreaded
[2025-12-25T20:35:33.603042] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-25T20:35:33.609400] [DEBUG] [REMOTE    ] Found 52 available forecast dates.
[2025-12-25T20:35:33.609693] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-26.txt'.
[2025-12-25T20:35:33.617325] [DEBUG] [REMOTE    ] Fetched 3551 signal forecasts for 2025-12-26.
[2025-12-25T20:35:33.646490] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-25T20:35:33.647921] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-25T20:35:33.647989] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-25T20:35:34.155850] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-25T20:35:34.167102] [INFO ] [MODE      ] Using multithreaded
[2025-12-25T20:35:34.167241] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-25T20:35:34.167315] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-25T20:35:34.176137] [DEBUG] [REMOTE    ] Found 52 available forecast dates.
[2025-12-25T20:35:34.176391] [INFO ] [main      ] Found available forecast date (2025-12-26).
[2025-12-25T20:35:34.176483] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-26.txt'.
[2025-12-25T20:35:34.184872] [DEBUG] [REMOTE    ] Fetched 3551 signal forecasts for 2025-12-26.
[2025-12-25T20:35:34.185206] [INFO ] [main      ] Fetched 3551 forecasts.
[2025-12-25T20:35:34.185558] [INFO ] [main      ] Found 364 high-confidence bullish forecasts (>= 90.0%).
[2025-12-25T20:35:34.185656] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 364 symbols
[2025-12-25T20:35:34.224125] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-25T20:35:34.224737] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-25T20:35:34.225009] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-25T20:35:34.224982] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-25T20:35:34.225366] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-25T20:35:34.225372] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-25T20:35:34.227923] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-25T20:35:34.228255] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-25T20:35:34.255646] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.257657] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-25T20:35:34.257738] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-25T20:35:34.257785] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-25T20:35:34.257963] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.258104] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.258163] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.258873] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-25T20:35:34.258937] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-25T20:35:34.258987] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-25T20:35:34.259518] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-25T20:35:34.259610] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-25T20:35:34.259652] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-25T20:35:34.259791] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-25T20:35:34.259890] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-25T20:35:34.259956] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-25T20:35:34.260049] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:35:34.260133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.261346] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:34.261468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.261462] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:34.261550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.262272] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-25T20:35:34.262414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:34.266280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:34.266636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:34.267824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:34.268734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:34.268875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:34.268866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:34.268890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:34.269680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:34.270220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:34.270703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:34.271768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:34.272762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:34.273163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:34.273195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:34.273890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.275781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:34.276787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:34.276998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:34.277697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.281865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:34.285949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:34.286848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:34.288396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:34.291260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:34.293096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:34.294140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:34.296355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:35:34.301008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.379856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:34.457001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:34.458005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:34.460525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:34.462526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.631234] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-24
[2025-12-25T20:35:34.641275] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-24
[2025-12-25T20:35:34.662272] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-24
[2025-12-25T20:35:34.803381] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-24
[2025-12-25T20:35:34.803462] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:34.814139] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:34.828725] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:34.883720] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-25T20:35:34.883800] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=56.2675%)
[2025-12-25T20:35:34.884368] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-25T20:35:34.884424] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-25T20:35:34.884761] [INFO ] [main      ] Progress: 1/364 forecasts completed (0.3%). PCN finished in 0.7s. ETA: 4m 14s. Rate: 85.84 forecasts/min
[2025-12-25T20:35:34.894737] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-25T20:35:34.894820] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=72.8115%)
[2025-12-25T20:35:34.895234] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.895352] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-25T20:35:34.895410] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-25T20:35:34.895646] [INFO ] [main      ] Progress: 2/364 forecasts completed (0.5%). GPRE finished in 0.7s. ETA: 2m 8s. Rate: 169.03 forecasts/min
[2025-12-25T20:35:34.896128] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-25T20:35:34.896183] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-25T20:35:34.896214] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-25T20:35:34.897133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:34.897195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.902064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:34.903901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:34.905940] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.906876] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-25T20:35:34.906932] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-25T20:35:34.906976] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-25T20:35:34.907792] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:34.907855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.916026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:34.917233] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-25T20:35:34.917342] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-25T20:35:34.917802] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-25T20:35:34.917871] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-25T20:35:34.919164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:34.919673] [INFO ] [main      ] Progress: 3/364 forecasts completed (0.8%). PFL finished in 0.7s. ETA: 1m 28s. Rate: 245.26 forecasts/min
[2025-12-25T20:35:34.920822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:34.921539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.928792] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:34.929652] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-25T20:35:34.929704] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-25T20:35:34.929734] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-25T20:35:34.930664] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:34.930725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:34.935738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:34.937482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:34.937981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:34.938389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:34.939190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:34.940040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.947503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:34.949126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:34.952115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:34.979940] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:35.059254] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-25T20:35:35.059363] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=36.8497%)
[2025-12-25T20:35:35.059820] [INFO ] [main      ] Progress: 4/364 forecasts completed (1.1%). OABI finished in 0.8s. ETA: 1m 19s. Rate: 274.57 forecasts/min
[2025-12-25T20:35:35.059959] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-25T20:35:35.060006] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-25T20:35:35.072523] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:35.073842] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-25T20:35:35.073899] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-25T20:35:35.073932] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-25T20:35:35.074841] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:35.074903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:35.076697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:35.077327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:35.077793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:35.078209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:35.132808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:35.134335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:35.271646] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-24
[2025-12-25T20:35:35.283340] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-24
[2025-12-25T20:35:35.301277] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-24
[2025-12-25T20:35:35.441066] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:35.452620] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:35.474074] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:35.499022] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-24
[2025-12-25T20:35:35.502811] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-25T20:35:35.502886] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-4.41% (Conf=55.8827%)
[2025-12-25T20:35:35.503329] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-25T20:35:35.503382] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-25T20:35:35.503684] [INFO ] [main      ] Progress: 5/364 forecasts completed (1.4%). TSQ finished in 0.6s. ETA: 1m 35s. Rate: 227.63 forecasts/min
[2025-12-25T20:35:35.513967] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:35.514684] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-25T20:35:35.514735] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-25T20:35:35.514766] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-25T20:35:35.515521] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:35.515603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:35.520342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:35.522136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:35.522721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:35.523165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:35.524382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:35.525093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:35.533414] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-25T20:35:35.533486] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-9.28% (Conf=47.8997%)
[2025-12-25T20:35:35.533920] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-25T20:35:35.533975] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-25T20:35:35.535692] [INFO ] [main      ] Progress: 6/364 forecasts completed (1.6%). PMAX finished in 0.6s. ETA: 1m 21s. Rate: 266.68 forecasts/min
[2025-12-25T20:35:35.545755] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:35.547159] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-25T20:35:35.547214] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-25T20:35:35.547247] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-25T20:35:35.548034] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:35.548094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:35.552947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:35.571012] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-25T20:35:35.571089] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=58.1949%)
[2025-12-25T20:35:35.571524] [INFO ] [main      ] Fetching symbol history for SEM...
[2025-12-25T20:35:35.571594] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2025-12-25T20:35:35.571656] [INFO ] [main      ] Progress: 7/364 forecasts completed (1.9%). CCK finished in 0.7s. ETA: 1m 11s. Rate: 303.05 forecasts/min
[2025-12-25T20:35:35.582970] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:35.584013] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2025-12-25T20:35:35.584070] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2025-12-25T20:35:35.584102] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2025-12-25T20:35:35.585001] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:35.585062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:35.593914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:35.596186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:35.596776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:35.597220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:35.598802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:35.667189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:35.688885] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:35.713454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:35.714303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:35.780553] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-25T20:35:35.780646] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=3.12% (Conf=53.3928%)
[2025-12-25T20:35:35.781244] [INFO ] [main      ] Progress: 8/364 forecasts completed (2.2%). CNK finished in 0.7s. ETA: 1m 11s. Rate: 300.84 forecasts/min
[2025-12-25T20:35:35.781410] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-25T20:35:35.781462] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-25T20:35:35.793620] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:35.794652] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-25T20:35:35.794708] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-25T20:35:35.794741] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-25T20:35:35.795620] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:35.795706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:35.797610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:35.798177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:35.798645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:35.799875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:35.801111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:35.802465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:35.864303] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-24
[2025-12-25T20:35:35.932685] [DEBUG] [MAG       ] SEM: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.041402] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.067482] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.103074] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.109702] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-25T20:35:36.109775] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=3.58% (Conf=56.0096%)
[2025-12-25T20:35:36.110058] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-25T20:35:36.110109] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-25T20:35:36.111666] [INFO ] [main      ] Progress: 9/364 forecasts completed (2.5%). RRGB finished in 0.6s. ETA: 1m 16s. Rate: 280.38 forecasts/min
[2025-12-25T20:35:36.121742] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.122714] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-25T20:35:36.122766] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-25T20:35:36.122799] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-25T20:35:36.123591] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:36.123655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:36.128502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:36.129863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:36.131691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:36.132228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:36.133541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:36.135654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:35:36.138631] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.153884] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.179004] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2025-12-25T20:35:36.179074] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=-1.73% (Conf=67.642%)
[2025-12-25T20:35:36.179474] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-25T20:35:36.179525] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-25T20:35:36.179667] [INFO ] [main      ] Progress: 10/364 forecasts completed (2.7%). SEM finished in 0.6s. ETA: 1m 11s. Rate: 300.91 forecasts/min
[2025-12-25T20:35:36.190857] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.191554] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-25T20:35:36.191634] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-25T20:35:36.191669] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-25T20:35:36.192417] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:36.192476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:36.197214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:36.197908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:36.200135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.249023] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.326954] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.330037] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-25T20:35:36.330109] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=2.19% (Conf=42.2973%)
[2025-12-25T20:35:36.330658] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-25T20:35:36.330713] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-25T20:35:36.330662] [INFO ] [main      ] Progress: 11/364 forecasts completed (3.0%). CBNK finished in 0.8s. ETA: 1m 9s. Rate: 307.70 forecasts/min
[2025-12-25T20:35:36.342448] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.343238] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-25T20:35:36.343292] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-25T20:35:36.343325] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-25T20:35:36.344214] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:36.344278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:36.345195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:36.346072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:36.347364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:36.348813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:36.350610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.485691] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.545529] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.600502] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-25T20:35:36.600597] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=2.89% (Conf=56.4378%)
[2025-12-25T20:35:36.601010] [INFO ] [main      ] Progress: 12/364 forecasts completed (3.3%). QLYS finished in 0.8s. ETA: 1m 11s. Rate: 298.10 forecasts/min
[2025-12-25T20:35:36.601150] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-25T20:35:36.601199] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-25T20:35:36.612385] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.613280] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-25T20:35:36.613343] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-25T20:35:36.613377] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-25T20:35:36.614267] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:36.614333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:36.619512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:36.621384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:36.621881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:36.622289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:36.656294] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.702903] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-24
[2025-12-25T20:35:36.712187] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.745670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:36.748708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.778557] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-25T20:35:36.778647] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=45.1008%)
[2025-12-25T20:35:36.779027] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-25T20:35:36.779079] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-25T20:35:36.780376] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-25T20:35:36.780461] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.78% (Conf=40.3916%)
[2025-12-25T20:35:36.780723] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-25T20:35:36.780654] [INFO ] [main      ] Progress: 13/364 forecasts completed (3.6%). PAX finished in 0.6s. ETA: 1m 10s. Rate: 300.59 forecasts/min
[2025-12-25T20:35:36.780775] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-25T20:35:36.780959] [INFO ] [main      ] Progress: 14/364 forecasts completed (3.8%). PVL finished in 0.7s. ETA: 1m 5s. Rate: 323.67 forecasts/min
[2025-12-25T20:35:36.792542] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.792810] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:36.793442] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-25T20:35:36.793505] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-25T20:35:36.793549] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-25T20:35:36.794387] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:36.794468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:36.794496] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-25T20:35:36.794554] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-25T20:35:36.794618] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-25T20:35:36.795381] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:36.795446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:36.799286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.802593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:36.803422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:36.805831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:36.845643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:36.850550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:36.851801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:36.871455] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:36.991278] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-25T20:35:36.991703] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-1.23% (Conf=60.1305%)
[2025-12-25T20:35:36.991871] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-25T20:35:36.991923] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-25T20:35:36.993617] [INFO ] [main      ] Progress: 15/364 forecasts completed (4.1%). AN finished in 0.7s. ETA: 1m 5s. Rate: 320.53 forecasts/min
[2025-12-25T20:35:37.004016] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.004924] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-25T20:35:37.004977] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-25T20:35:37.005017] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-25T20:35:37.005872] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:37.005933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:37.010792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:37.011629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:37.013602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:37.017869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:37.119434] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.144968] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.194694] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.300748] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.314089] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.350170] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.360338] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.374501] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-25T20:35:37.374587] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=13.02% (Conf=55.629%)
[2025-12-25T20:35:37.374952] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-25T20:35:37.375002] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-25T20:35:37.375652] [INFO ] [main      ] Progress: 16/364 forecasts completed (4.4%). BBLG finished in 0.8s. ETA: 1m 9s. Rate: 300.95 forecasts/min
[2025-12-25T20:35:37.386495] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.387650] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-25T20:35:37.387713] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-25T20:35:37.387746] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-25T20:35:37.388520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:37.388597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:37.389356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:37.390028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:37.393927] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-25T20:35:37.394017] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=1.29% (Conf=49.2043%)
[2025-12-25T20:35:37.394471] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-25T20:35:37.394526] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-25T20:35:37.394584] [INFO ] [main      ] Progress: 17/364 forecasts completed (4.7%). RAIL finished in 0.6s. ETA: 1m 5s. Rate: 317.87 forecasts/min
[2025-12-25T20:35:37.408541] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.409801] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-25T20:35:37.409873] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-25T20:35:37.409909] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-25T20:35:37.410818] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:37.410894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:37.412850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:37.413434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:37.413929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:37.463152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:37.466168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:37.470851] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-25T20:35:37.470916] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-0.42% (Conf=66.98%)
[2025-12-25T20:35:37.471243] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-25T20:35:37.471293] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-25T20:35:37.472134] [INFO ] [main      ] Progress: 18/364 forecasts completed (4.9%). XYL finished in 0.7s. ETA: 1m 3s. Rate: 328.63 forecasts/min
[2025-12-25T20:35:37.483907] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.484702] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-25T20:35:37.484754] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-25T20:35:37.484785] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-25T20:35:37.485596] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:37.485659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:37.490410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:37.492154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:37.492643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:37.493390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:37.517934] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.580410] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-25T20:35:37.580481] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=61.7618%)
[2025-12-25T20:35:37.580879] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-25T20:35:37.580930] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-25T20:35:37.581657] [INFO ] [main      ] Progress: 19/364 forecasts completed (5.2%). BPYPM finished in 0.6s. ETA: 1m 2s. Rate: 335.70 forecasts/min
[2025-12-25T20:35:37.592230] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.593312] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-25T20:35:37.593364] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-25T20:35:37.593396] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-25T20:35:37.594201] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:37.594265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:37.599010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:37.600834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:37.601298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:37.601345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:37.602044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:37.602851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:37.603649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:37.605940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:37.606240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:37.606680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:37.606986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:37.608010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:37.723773] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.804455] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.888710] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.941629] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.943602] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-24
[2025-12-25T20:35:37.972374] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:37.978856] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-25T20:35:37.978927] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=10.45% (Conf=48.8904%)
[2025-12-25T20:35:37.979397] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-25T20:35:37.979449] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-25T20:35:37.979668] [INFO ] [main      ] Progress: 20/364 forecasts completed (5.5%). LPSN finished in 0.6s. ETA: 1m 5s. Rate: 316.29 forecasts/min
[2025-12-25T20:35:37.990875] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:37.991827] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-25T20:35:37.991879] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-25T20:35:37.991909] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-25T20:35:37.992699] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:37.992760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:37.997489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:37.999287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:37.999794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:38.000184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:38.001058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:38.003691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:38.004382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:38.005941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.072177] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-25T20:35:38.072250] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=2.18% (Conf=49.7359%)
[2025-12-25T20:35:38.072665] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-25T20:35:38.072715] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-25T20:35:38.073675] [INFO ] [main      ] Progress: 21/364 forecasts completed (5.8%). NIC finished in 0.7s. ETA: 1m 4s. Rate: 324.08 forecasts/min
[2025-12-25T20:35:38.085857] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.086647] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-25T20:35:38.086705] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-25T20:35:38.086737] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-25T20:35:38.087475] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:38.087537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:38.089289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:38.089838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:38.090221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:38.108107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:35:38.108403] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.109785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.113322] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.204167] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-25T20:35:38.204241] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=2.35% (Conf=68.3196%)
[2025-12-25T20:35:38.204659] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-25T20:35:38.204711] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-25T20:35:38.204710] [INFO ] [main      ] Progress: 22/364 forecasts completed (6.0%). BAM finished in 0.6s. ETA: 1m 2s. Rate: 328.44 forecasts/min
[2025-12-25T20:35:38.217874] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.219097] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-25T20:35:38.219148] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-25T20:35:38.219179] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-25T20:35:38.220140] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:38.220205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:38.221359] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-25T20:35:38.221428] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-3.07% (Conf=51.1049%)
[2025-12-25T20:35:38.221654] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-25T20:35:38.221712] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-25T20:35:38.222699] [INFO ] [main      ] Progress: 23/364 forecasts completed (6.3%). ECPG finished in 0.7s. ETA: 59.9s. Rate: 341.84 forecasts/min
[2025-12-25T20:35:38.225219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:38.226969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:38.227452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:38.227846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:38.229442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:38.229898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:38.231155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:38.233120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.233487] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.234318] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-25T20:35:38.234368] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-25T20:35:38.234398] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-25T20:35:38.235192] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:38.235251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:38.235978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:38.238314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:38.240119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.360857] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-24
[2025-12-25T20:35:38.453061] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-24
[2025-12-25T20:35:38.543076] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.568052] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-24
[2025-12-25T20:35:38.590257] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-24
[2025-12-25T20:35:38.618480] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-25T20:35:38.618593] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.35% (Conf=57.6102%)
[2025-12-25T20:35:38.619167] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-25T20:35:38.619243] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-25T20:35:38.619683] [INFO ] [main      ] Progress: 24/364 forecasts completed (6.6%). LBTYK finished in 0.6s. ETA: 1m 3s. Rate: 324.77 forecasts/min
[2025-12-25T20:35:38.621850] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.631367] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.632257] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-25T20:35:38.632315] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-25T20:35:38.632349] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-25T20:35:38.633313] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:38.633379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:38.635174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:38.635728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:38.636624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:38.639123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:38.640723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.684790] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-25T20:35:38.684866] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=1.06% (Conf=51.7838%)
[2025-12-25T20:35:38.685284] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-25T20:35:38.685339] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-25T20:35:38.686651] [INFO ] [main      ] Progress: 25/364 forecasts completed (6.9%). BFIN finished in 0.6s. ETA: 1m 1s. Rate: 333.27 forecasts/min
[2025-12-25T20:35:38.697569] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.698433] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-25T20:35:38.698485] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-25T20:35:38.698517] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-25T20:35:38.699329] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:38.699389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:38.704084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.735184] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.760322] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:38.793687] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-25T20:35:38.793761] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-25T20:35:38.794123] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-25T20:35:38.794174] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-25T20:35:38.795081] [INFO ] [main      ] Progress: 26/364 forecasts completed (7.1%). AGNCO finished in 0.6s. ETA: 59.9s. Rate: 338.44 forecasts/min
[2025-12-25T20:35:38.807918] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.809002] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-25T20:35:38.809054] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-25T20:35:38.809084] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-25T20:35:38.809892] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:38.809962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:38.811642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:38.812136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:38.812527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:38.813274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:38.814323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:38.815453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:38.850284] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-25T20:35:38.850365] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=7.69% (Conf=51.296%)
[2025-12-25T20:35:38.850770] [INFO ] [main      ] Progress: 27/364 forecasts completed (7.4%). FWRD finished in 0.6s. ETA: 58.2s. Rate: 347.26 forecasts/min
[2025-12-25T20:35:38.850911] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-25T20:35:38.850955] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-25T20:35:38.864896] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:38.865836] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-25T20:35:38.865889] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-25T20:35:38.865923] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-25T20:35:38.866725] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:38.866791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:38.871731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:38.985863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:39.001865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:39.003759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:39.007158] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.047416] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.151205] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.180976] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.216993] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.311358] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-25T20:35:39.311428] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-5.27% (Conf=70.4097%)
[2025-12-25T20:35:39.311863] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-25T20:35:39.311915] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-25T20:35:39.313649] [INFO ] [main      ] Progress: 28/364 forecasts completed (7.7%). PTON finished in 0.7s. ETA: 1m 2s. Rate: 327.62 forecasts/min
[2025-12-25T20:35:39.316607] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.322344] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.323310] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-25T20:35:39.323361] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-25T20:35:39.323393] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-25T20:35:39.324193] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:39.324254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:39.329912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:39.331705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:39.332201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:39.332593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:39.334949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:39.337256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:39.347817] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.351503] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-25T20:35:39.351592] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=3.53% (Conf=55.0682%)
[2025-12-25T20:35:39.352006] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-25T20:35:39.352057] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-25T20:35:39.352663] [INFO ] [main      ] Progress: 29/364 forecasts completed (8.0%). ONTO finished in 0.7s. ETA: 59.7s. Rate: 336.76 forecasts/min
[2025-12-25T20:35:39.355007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:39.367431] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.368347] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-25T20:35:39.368399] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-25T20:35:39.368431] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-25T20:35:39.369384] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:39.369466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:39.374548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:39.375276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:39.377054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:39.388422] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-25T20:35:39.388492] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=56.5781%)
[2025-12-25T20:35:39.388858] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-25T20:35:39.388909] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-25T20:35:39.390664] [INFO ] [main      ] Progress: 30/364 forecasts completed (8.2%). NRDS finished in 0.6s. ETA: 57.9s. Rate: 345.83 forecasts/min
[2025-12-25T20:35:39.402116] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.402882] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-25T20:35:39.402933] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-25T20:35:39.402963] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-25T20:35:39.403743] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:39.403800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:39.405377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:39.406368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:39.530072] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.636353] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-25T20:35:39.636426] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-3.12% (Conf=42.4658%)
[2025-12-25T20:35:39.636815] [INFO ] [main      ] Progress: 31/364 forecasts completed (8.5%). ZM finished in 0.8s. ETA: 58.6s. Rate: 341.22 forecasts/min
[2025-12-25T20:35:39.636946] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-25T20:35:39.637013] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-25T20:35:39.650772] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.651729] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-25T20:35:39.651789] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-25T20:35:39.651822] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-25T20:35:39.652669] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:39.652731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:39.653747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:39.654966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:39.692991] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.744279] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.759362] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-24
[2025-12-25T20:35:39.863476] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.911563] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.933224] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:39.942539] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-25T20:35:39.942624] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=-0.91% (Conf=47.1172%)
[2025-12-25T20:35:39.943071] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-25T20:35:39.943123] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-25T20:35:39.943352] [INFO ] [main      ] Progress: 32/364 forecasts completed (8.8%). OVLY finished in 0.6s. ETA: 59.7s. Rate: 333.47 forecasts/min
[2025-12-25T20:35:39.954876] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.955704] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-25T20:35:39.955756] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-25T20:35:39.955788] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-25T20:35:39.956567] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:39.956649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:39.958298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:39.958812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:39.959203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:39.963297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:39.977099] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-25T20:35:39.977188] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=63.1963%)
[2025-12-25T20:35:39.977445] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-25T20:35:39.977499] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-25T20:35:39.978481] [INFO ] [main      ] Progress: 33/364 forecasts completed (9.1%). VNQI finished in 0.6s. ETA: 58.1s. Rate: 341.81 forecasts/min
[2025-12-25T20:35:39.990876] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:39.991838] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-25T20:35:39.991899] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-25T20:35:39.991930] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-25T20:35:39.992713] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:39.992771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:39.993470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:39.994333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.001387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:40.023987] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.054653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:40.055372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.073221] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-25T20:35:40.073306] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=53.2942%)
[2025-12-25T20:35:40.073715] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-25T20:35:40.073768] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-25T20:35:40.074657] [INFO ] [main      ] Progress: 34/364 forecasts completed (9.3%). WEX finished in 0.7s. ETA: 57.2s. Rate: 346.41 forecasts/min
[2025-12-25T20:35:40.087764] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.088679] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-25T20:35:40.088735] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-25T20:35:40.088769] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-25T20:35:40.089632] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:40.089693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:40.140705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.203407] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:40.285611] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-25T20:35:40.285686] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.93% (Conf=49.001%)
[2025-12-25T20:35:40.286204] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-25T20:35:40.286256] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-25T20:35:40.286681] [INFO ] [main      ] Progress: 35/364 forecasts completed (9.6%). SPRX finished in 0.6s. ETA: 57.3s. Rate: 344.21 forecasts/min
[2025-12-25T20:35:40.301003] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.301830] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-25T20:35:40.301888] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-25T20:35:40.301920] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-25T20:35:40.302747] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:40.302844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:40.304609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:40.305161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:40.305598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:40.306499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:40.308134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:40.309688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.329560] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.391736] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.495480] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:40.496240] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.557313] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:40.560473] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-25T20:35:40.560545] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=59.1717%)
[2025-12-25T20:35:40.560954] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-25T20:35:40.561005] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-25T20:35:40.561860] [INFO ] [main      ] Progress: 36/364 forecasts completed (9.9%). INMD finished in 0.6s. ETA: 58.1s. Rate: 338.76 forecasts/min
[2025-12-25T20:35:40.574670] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.575564] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-25T20:35:40.575634] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-25T20:35:40.575666] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-25T20:35:40.576457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:40.576518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:40.581337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:40.583120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:40.583600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:40.583978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:40.584901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.635279] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-25T20:35:40.635354] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.95% (Conf=49.3876%)
[2025-12-25T20:35:40.635766] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-25T20:35:40.635821] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-25T20:35:40.636652] [INFO ] [main      ] Progress: 37/364 forecasts completed (10.2%). GMAB finished in 0.7s. ETA: 57.0s. Rate: 344.14 forecasts/min
[2025-12-25T20:35:40.647118] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.647963] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-25T20:35:40.648015] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-25T20:35:40.648048] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-25T20:35:40.648856] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:40.648937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:40.653814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:40.655610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:40.656103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:40.656490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:40.657388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:40.658040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:40.660731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:40.663512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:35:40.664943] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:40.669295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.677395] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.735486] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-25T20:35:40.735561] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=3.33% (Conf=55.1361%)
[2025-12-25T20:35:40.736056] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-25T20:35:40.736109] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-25T20:35:40.736645] [INFO ] [main      ] Progress: 38/364 forecasts completed (10.4%). ONB finished in 0.7s. ETA: 56.2s. Rate: 348.04 forecasts/min
[2025-12-25T20:35:40.748871] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.749703] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-25T20:35:40.749759] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-25T20:35:40.749791] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-25T20:35:40.750539] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:40.750622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:40.752273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:40.752856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:40.753238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:40.754015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:40.792493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:40.795215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:40.846529] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:40.921445] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-24
[2025-12-25T20:35:40.946788] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-25T20:35:40.946858] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=3.04% (Conf=40.5196%)
[2025-12-25T20:35:40.947224] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-25T20:35:40.947275] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-25T20:35:40.947662] [INFO ] [main      ] Progress: 39/364 forecasts completed (10.7%). SPB finished in 0.7s. ETA: 56.3s. Rate: 346.05 forecasts/min
[2025-12-25T20:35:40.960511] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:40.961340] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-25T20:35:40.961390] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-25T20:35:40.961421] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-25T20:35:40.962211] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:40.962272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:40.966977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:40.968742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:40.969221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:40.969757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:40.970360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:40.971046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.001410] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.088209] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.139864] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.153182] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-25T20:35:41.153250] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=41.6922%)
[2025-12-25T20:35:41.153641] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-25T20:35:41.153691] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-25T20:35:41.154531] [INFO ] [main      ] Progress: 40/364 forecasts completed (11.0%). ATLO finished in 0.6s. ETA: 56.4s. Rate: 344.39 forecasts/min
[2025-12-25T20:35:41.167013] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.167631] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.167962] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-25T20:35:41.168025] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-25T20:35:41.168057] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-25T20:35:41.168844] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:41.168901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:41.170599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:41.171131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:41.171524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.245078] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-25T20:35:41.245150] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-0.98% (Conf=62.1456%)
[2025-12-25T20:35:41.245539] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-25T20:35:41.245608] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-25T20:35:41.245657] [INFO ] [main      ] Progress: 41/364 forecasts completed (11.3%). CIVB finished in 0.6s. ETA: 55.6s. Rate: 348.45 forecasts/min
[2025-12-25T20:35:41.257120] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.257968] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-25T20:35:41.258019] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-25T20:35:41.258051] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-25T20:35:41.258838] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:41.258898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:41.259788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:41.260817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:41.262038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:41.262783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:35:41.263504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.308996] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.310668] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.383181] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-25T20:35:41.383252] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-1.29% (Conf=70.8363%)
[2025-12-25T20:35:41.383815] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-25T20:35:41.383870] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-25T20:35:41.385008] [INFO ] [main      ] Progress: 42/364 forecasts completed (11.5%). ARLP finished in 0.6s. ETA: 55.2s. Rate: 350.04 forecasts/min
[2025-12-25T20:35:41.396924] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.398045] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-25T20:35:41.398099] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-25T20:35:41.398131] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-25T20:35:41.398945] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:41.399007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:41.403969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:41.404833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.476392] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.507569] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.568382] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-25T20:35:41.568455] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=1.23% (Conf=55.4765%)
[2025-12-25T20:35:41.568868] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-25T20:35:41.568919] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-25T20:35:41.569670] [INFO ] [main      ] Progress: 43/364 forecasts completed (11.8%). CNS finished in 0.6s. ETA: 55.1s. Rate: 349.41 forecasts/min
[2025-12-25T20:35:41.582817] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.583867] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-25T20:35:41.583924] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-25T20:35:41.583956] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-25T20:35:41.584750] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:41.584828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:41.586498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:41.587052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:41.587453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:41.588342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:41.590925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:41.592677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.595314] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.681738] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.736157] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-25T20:35:41.736234] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=48.1242%)
[2025-12-25T20:35:41.736591] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-25T20:35:41.736644] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-25T20:35:41.737531] [INFO ] [main      ] Progress: 44/364 forecasts completed (12.1%). FTHY finished in 0.6s. ETA: 54.9s. Rate: 349.59 forecasts/min
[2025-12-25T20:35:41.740456] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-24
[2025-12-25T20:35:41.749840] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.750684] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-25T20:35:41.750735] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-25T20:35:41.750765] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-25T20:35:41.751690] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:41.751752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:41.753319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.760387] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.879042] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-25T20:35:41.879124] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.71% (Conf=52.9908%)
[2025-12-25T20:35:41.879547] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-25T20:35:41.879618] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-25T20:35:41.879702] [INFO ] [main      ] Progress: 45/364 forecasts completed (12.4%). AMG finished in 0.6s. ETA: 54.5s. Rate: 350.93 forecasts/min
[2025-12-25T20:35:41.891229] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:41.892305] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-25T20:35:41.892368] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-25T20:35:41.892400] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-25T20:35:41.893202] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:41.893263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:41.898023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:41.899815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:41.900279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:41.900680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:41.901524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:41.903175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:41.904000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:41.929244] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:41.973267] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.023963] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-25T20:35:42.024057] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-3.96% (Conf=46.2614%)
[2025-12-25T20:35:42.024481] [INFO ] [main      ] Progress: 46/364 forecasts completed (12.6%). AI finished in 0.6s. ETA: 54.2s. Rate: 352.10 forecasts/min
[2025-12-25T20:35:42.024723] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-25T20:35:42.024777] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-25T20:35:42.038628] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.039466] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-25T20:35:42.039520] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-25T20:35:42.039552] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-25T20:35:42.040402] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:42.040469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:42.041230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:42.093870] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.147308] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.205464] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-25T20:35:42.205539] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.44% (Conf=48.6561%)
[2025-12-25T20:35:42.206055] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-25T20:35:42.206110] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-25T20:35:42.206673] [INFO ] [main      ] Progress: 47/364 forecasts completed (12.9%). MYN finished in 0.6s. ETA: 54.1s. Rate: 351.58 forecasts/min
[2025-12-25T20:35:42.220035] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.221089] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-25T20:35:42.221141] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-25T20:35:42.221173] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-25T20:35:42.221987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:42.222051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:42.236808] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.260976] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.331699] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-25T20:35:42.331777] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=4.57% (Conf=57.2327%)
[2025-12-25T20:35:42.331939] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-25T20:35:42.332006] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-25T20:35:42.333680] [INFO ] [main      ] Progress: 48/364 forecasts completed (13.2%). EMBC finished in 0.6s. ETA: 53.6s. Rate: 353.46 forecasts/min
[2025-12-25T20:35:42.334280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:42.336995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:42.340140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:35:42.341606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:42.345880] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.346734] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-25T20:35:42.346785] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-25T20:35:42.346816] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-25T20:35:42.347622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:42.347681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:42.348382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:42.405754] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.410932] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.423245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:42.425282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:42.426569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-25T20:35:42.432606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:42.470732] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-25T20:35:42.470805] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-3.44% (Conf=58.5049%)
[2025-12-25T20:35:42.471205] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-25T20:35:42.471256] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-25T20:35:42.471667] [INFO ] [main      ] Progress: 49/364 forecasts completed (13.5%). EVGO finished in 0.6s. ETA: 53.3s. Rate: 354.82 forecasts/min
[2025-12-25T20:35:42.482272] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.483451] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-25T20:35:42.483561] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-25T20:35:42.483665] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-25T20:35:42.484764] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:42.484825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:42.489513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:42.491260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:42.491736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:42.492396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:42.493692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:42.498888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:42.599831] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.660546] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-25T20:35:42.660640] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=1.28% (Conf=39.8611%)
[2025-12-25T20:35:42.661104] [INFO ] [main      ] Progress: 50/364 forecasts completed (13.7%). GPRK finished in 0.6s. ETA: 53.2s. Rate: 353.97 forecasts/min
[2025-12-25T20:35:42.661284] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-25T20:35:42.661330] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-25T20:35:42.677785] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.678719] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-25T20:35:42.678793] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-25T20:35:42.678827] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-25T20:35:42.679707] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:42.679770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:42.684499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:42.686254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:42.686748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:42.691259] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.772082] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.793683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:42.795661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:42.844181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:42.845612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:42.849424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:42.850790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:42.852965] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-24
[2025-12-25T20:35:42.862228] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.939286] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:42.971002] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-25T20:35:42.971074] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=50.2604%)
[2025-12-25T20:35:42.971444] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-25T20:35:42.971494] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-25T20:35:42.972668] [INFO ] [main      ] Progress: 51/364 forecasts completed (14.0%). LSCC finished in 0.8s. ETA: 53.9s. Rate: 348.24 forecasts/min
[2025-12-25T20:35:42.984628] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:42.985676] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-25T20:35:42.985730] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-25T20:35:42.985762] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-25T20:35:42.986540] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-25T20:35:42.986622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:42.988315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:42.988867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:42.989403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:42.989848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:43.021909] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:43.029366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:43.030650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:43.030813] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-25T20:35:43.030899] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=4.06% (Conf=58.0805%)
[2025-12-25T20:35:43.031347] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-25T20:35:43.031408] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-25T20:35:43.031654] [INFO ] [main      ] Progress: 52/364 forecasts completed (14.3%). KNTK finished in 0.7s. ETA: 53.1s. Rate: 352.70 forecasts/min
[2025-12-25T20:35:43.032736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:43.035762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:43.037488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:43.040505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:43.042346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:43.043438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:43.045216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:43.045712] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.045953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.046866] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-25T20:35:43.046926] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-25T20:35:43.046959] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-25T20:35:43.047770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:43.047831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:43.052789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:43.053646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:43.054275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:43.056025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.098667] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-25T20:35:43.098742] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-1.04% (Conf=63.2%)
[2025-12-25T20:35:43.099148] [INFO ] [main      ] Progress: 53/364 forecasts completed (14.6%). ERO finished in 0.6s. ETA: 52.3s. Rate: 356.77 forecasts/min
[2025-12-25T20:35:43.099302] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-25T20:35:43.099348] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-25T20:35:43.110794] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.111788] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-25T20:35:43.111844] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-25T20:35:43.111876] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-25T20:35:43.112684] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:43.112754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:43.117729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:43.119564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:43.120067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:43.120967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:43.123355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:43.125418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:43.127878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.184448] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-24
[2025-12-25T20:35:43.353884] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:43.389075] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-24
[2025-12-25T20:35:43.408681] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-24
[2025-12-25T20:35:43.455318] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-25T20:35:43.455392] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=9.63% (Conf=48.9122%)
[2025-12-25T20:35:43.455810] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-25T20:35:43.455878] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-25T20:35:43.457133] [INFO ] [main      ] Progress: 54/364 forecasts completed (14.8%). HY finished in 0.8s. ETA: 53.2s. Rate: 349.46 forecasts/min
[2025-12-25T20:35:43.468550] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.469377] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-25T20:35:43.469438] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-25T20:35:43.469470] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-25T20:35:43.470256] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:43.470328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:43.471990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:43.472518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:43.475466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:43.476353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:43.478858] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-24
[2025-12-25T20:35:43.549467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.559612] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:43.588895] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:43.637212] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-25T20:35:43.637283] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-25T20:35:43.637677] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-25T20:35:43.637727] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-25T20:35:43.638639] [INFO ] [main      ] Progress: 55/364 forecasts completed (15.1%). UONE finished in 0.7s. ETA: 53.1s. Rate: 349.10 forecasts/min
[2025-12-25T20:35:43.649605] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:43.651144] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.651977] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-25T20:35:43.652030] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-25T20:35:43.652062] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-25T20:35:43.652877] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-25T20:35:43.652954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:43.657868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:43.659769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:43.660278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:43.660730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:43.661114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:43.661876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:43.662698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:43.665130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:43.716599] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-25T20:35:43.716690] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-2.32% (Conf=52.5969%)
[2025-12-25T20:35:43.717176] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-25T20:35:43.717240] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-25T20:35:43.717667] [INFO ] [main      ] Progress: 56/364 forecasts completed (15.4%). BELFB finished in 0.7s. ETA: 52.4s. Rate: 352.50 forecasts/min
[2025-12-25T20:35:43.727372] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-25T20:35:43.727454] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-1.00% (Conf=74.5298%)
[2025-12-25T20:35:43.727902] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-25T20:35:43.727965] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-25T20:35:43.728730] [INFO ] [main      ] Progress: 57/364 forecasts completed (15.7%). NAVI finished in 0.6s. ETA: 51.4s. Rate: 358.38 forecasts/min
[2025-12-25T20:35:43.734716] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.735664] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-25T20:35:43.735734] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-25T20:35:43.735775] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-25T20:35:43.736898] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:43.736984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:43.740872] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:43.741760] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-25T20:35:43.741817] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-25T20:35:43.741851] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-25T20:35:43.742681] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:43.742743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:43.743263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:43.744418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.744474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:43.745003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:43.745385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:43.747063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:43.748288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:43.778938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:43.781012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:43.821798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:43.822964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:43.831197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:43.835970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:43.867960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:43.868937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:43.870301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:43.883248] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-24
[2025-12-25T20:35:43.950237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:43.951138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:43.953048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:43.956256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:43.957426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:43.959806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:43.960550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:43.965279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:43.966554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:43.967984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:43.970065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:43.973083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:43.973765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:43.974483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.057308] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.109424] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.146728] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-25T20:35:44.146800] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=2.61% (Conf=52.0623%)
[2025-12-25T20:35:44.147173] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-25T20:35:44.147223] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-25T20:35:44.148655] [INFO ] [main      ] Progress: 58/364 forecasts completed (15.9%). BHRB finished in 0.7s. ETA: 52.6s. Rate: 349.30 forecasts/min
[2025-12-25T20:35:44.160894] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:44.162005] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-25T20:35:44.162058] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-25T20:35:44.162090] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-25T20:35:44.162890] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:44.162948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:44.163831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:44.166254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:44.167379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.191397] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.286259] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.329164] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.360955] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.375097] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-25T20:35:44.375168] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-3.23% (Conf=53.3767%)
[2025-12-25T20:35:44.375550] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-25T20:35:44.375615] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-25T20:35:44.375652] [INFO ] [main      ] Progress: 59/364 forecasts completed (16.2%). SCSC finished in 0.7s. ETA: 52.7s. Rate: 347.40 forecasts/min
[2025-12-25T20:35:44.388858] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:44.390697] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-25T20:35:44.390759] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-25T20:35:44.390791] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-25T20:35:44.391695] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:44.391759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:44.392482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:44.393081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:44.393900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:44.395462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.474627] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-25T20:35:44.474699] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-0.95% (Conf=62.5913%)
[2025-12-25T20:35:44.475089] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-25T20:35:44.475139] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-25T20:35:44.475801] [INFO ] [main      ] Progress: 60/364 forecasts completed (16.5%). LEN finished in 0.7s. ETA: 52.1s. Rate: 349.85 forecasts/min
[2025-12-25T20:35:44.485903] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:44.486883] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-25T20:35:44.486934] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-25T20:35:44.486966] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-25T20:35:44.487790] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:35:44.487855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:44.492651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:44.493884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:44.495999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:44.500300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:44.500298] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.501896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:44.502565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:44.503769] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.504606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:44.505079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:44.506163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:44.508326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.591013] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-25T20:35:44.591086] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-25T20:35:44.591245] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-25T20:35:44.591332] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-25T20:35:44.592992] [INFO ] [main      ] Progress: 61/364 forecasts completed (16.8%). BUXX finished in 1.0s. ETA: 51.7s. Rate: 351.68 forecasts/min
[2025-12-25T20:35:44.604329] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:44.605557] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-25T20:35:44.605627] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-25T20:35:44.605669] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-25T20:35:44.606472] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:44.606532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:44.608212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:44.608753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:44.609138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:44.613443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:44.614682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.674078] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.743621] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.747442] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-25T20:35:44.747512] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=50.7922%)
[2025-12-25T20:35:44.747913] [INFO ] [main      ] Progress: 62/364 forecasts completed (17.0%). PWP finished in 0.6s. ETA: 51.4s. Rate: 352.20 forecasts/min
[2025-12-25T20:35:44.748048] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-25T20:35:44.748090] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-25T20:35:44.761996] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:44.763031] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-25T20:35:44.763082] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-25T20:35:44.763112] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-25T20:35:44.763891] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:44.763953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:44.768647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:44.771080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:44.856889] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-24
[2025-12-25T20:35:44.877484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:44.879329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:44.909836] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:44.928673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:44.931486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:44.932505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:44.965294] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-24
[2025-12-25T20:35:45.024100] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-25T20:35:45.024171] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=32.5049%)
[2025-12-25T20:35:45.024675] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-25T20:35:45.024729] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-25T20:35:45.025659] [INFO ] [main      ] Progress: 63/364 forecasts completed (17.3%). AVAL finished in 0.6s. ETA: 51.8s. Rate: 348.71 forecasts/min
[2025-12-25T20:35:45.036445] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.036621] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.037742] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-25T20:35:45.037803] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-25T20:35:45.037846] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-25T20:35:45.038665] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:45.038726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:45.043429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:45.045197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:45.045675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:45.047986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:45.097375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.119037] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-25T20:35:45.119109] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=43.0879%)
[2025-12-25T20:35:45.119547] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-25T20:35:45.119629] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-25T20:35:45.119654] [INFO ] [main      ] Progress: 64/364 forecasts completed (17.6%). NWSA finished in 0.6s. ETA: 51.3s. Rate: 351.20 forecasts/min
[2025-12-25T20:35:45.130279] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.131229] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-25T20:35:45.131279] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-25T20:35:45.131310] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-25T20:35:45.132118] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:45.132177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:45.133051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:45.149462] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.183937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:45.184881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.212805] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-25T20:35:45.212894] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=61.5009%)
[2025-12-25T20:35:45.213329] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-25T20:35:45.213383] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-25T20:35:45.213652] [INFO ] [main      ] Progress: 65/364 forecasts completed (17.9%). KKRS finished in 0.6s. ETA: 50.7s. Rate: 353.65 forecasts/min
[2025-12-25T20:35:45.227108] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.228110] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-25T20:35:45.228168] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-25T20:35:45.228200] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-25T20:35:45.229096] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:45.229157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:45.231910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:45.234489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.269133] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-24
[2025-12-25T20:35:45.447167] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.513934] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-25T20:35:45.514003] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=49.7533%)
[2025-12-25T20:35:45.514164] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-25T20:35:45.514214] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-25T20:35:45.514843] [INFO ] [main      ] Progress: 66/364 forecasts completed (18.1%). CMRE finished in 0.8s. ETA: 51.2s. Rate: 349.54 forecasts/min
[2025-12-25T20:35:45.529005] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.529520] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-24
[2025-12-25T20:35:45.529852] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-25T20:35:45.529909] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-25T20:35:45.529943] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-25T20:35:45.530722] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:45.530780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:45.544168] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-24
[2025-12-25T20:35:45.578480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:45.581008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:45.582649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.601637] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-24
[2025-12-25T20:35:45.699530] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.734838] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.784259] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:45.788382] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-25T20:35:45.788470] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=53.9248%)
[2025-12-25T20:35:45.788898] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-25T20:35:45.788956] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-25T20:35:45.789656] [INFO ] [main      ] Progress: 67/364 forecasts completed (18.4%). SCL finished in 0.7s. ETA: 51.4s. Rate: 346.43 forecasts/min
[2025-12-25T20:35:45.802462] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.803360] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-25T20:35:45.803412] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-25T20:35:45.803444] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-25T20:35:45.804315] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:45.805097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:45.806948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:45.807465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.830729] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-25T20:35:45.830800] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=2.99% (Conf=52.3208%)
[2025-12-25T20:35:45.831226] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-25T20:35:45.831280] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-25T20:35:45.831633] [INFO ] [main      ] Progress: 68/364 forecasts completed (18.7%). BYRN finished in 0.8s. ETA: 50.7s. Rate: 350.34 forecasts/min
[2025-12-25T20:35:45.843457] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.845628] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-25T20:35:45.845683] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-25T20:35:45.845714] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-25T20:35:45.846477] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:45.846549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:45.851353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:45.853157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:45.853651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:45.854033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:45.854900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:45.857237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:45.857916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:45.859488] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-25T20:35:45.859604] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=54.425%)
[2025-12-25T20:35:45.860060] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-25T20:35:45.860129] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-25T20:35:45.861154] [INFO ] [main      ] Progress: 69/364 forecasts completed (19.0%). KURA finished in 0.6s. ETA: 49.9s. Rate: 354.59 forecasts/min
[2025-12-25T20:35:45.873317] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:45.874159] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-25T20:35:45.874222] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-25T20:35:45.874256] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-25T20:35:45.875184] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:45.875247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:45.880462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:45.883361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.008702] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.189556] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:46.210477] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.237142] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.275713] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-25T20:35:46.275785] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=66.9571%)
[2025-12-25T20:35:46.276182] [INFO ] [main      ] Progress: 70/364 forecasts completed (19.2%). LINE finished in 0.8s. ETA: 50.8s. Rate: 347.38 forecasts/min
[2025-12-25T20:35:46.276313] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-25T20:35:46.276355] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-25T20:35:46.288525] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:46.289705] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-25T20:35:46.289767] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-25T20:35:46.289797] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-25T20:35:46.290616] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:46.290675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:46.291382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:46.292225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:46.295160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.333366] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.383899] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:46.405521] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:46.460242] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-25T20:35:46.460310] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=73.6211%)
[2025-12-25T20:35:46.460725] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-25T20:35:46.460775] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-25T20:35:46.461567] [INFO ] [main      ] Progress: 71/364 forecasts completed (19.5%). GPIX finished in 0.6s. ETA: 50.7s. Rate: 347.02 forecasts/min
[2025-12-25T20:35:46.472968] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-25T20:35:46.473038] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=47.8687%)
[2025-12-25T20:35:46.473245] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-25T20:35:46.473290] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-25T20:35:46.474030] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:46.474539] [INFO ] [main      ] Progress: 72/364 forecasts completed (19.8%). CARS finished in 0.7s. ETA: 49.8s. Rate: 351.54 forecasts/min
[2025-12-25T20:35:46.475699] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-25T20:35:46.475787] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-25T20:35:46.475821] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-25T20:35:46.476890] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:46.476955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:46.481935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:46.483704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:46.484167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:46.484611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:46.484694] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:46.484992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:46.485687] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-25T20:35:46.485740] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-25T20:35:46.485771] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-25T20:35:46.485866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:46.486563] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:46.486648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:46.488182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:46.490195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.491439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:46.493232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:46.493726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:46.494108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:46.495028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:46.495720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:46.499968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:46.501390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:46.502090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.515914] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:46.631952] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.663714] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-25T20:35:46.663786] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=57.4444%)
[2025-12-25T20:35:46.664175] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-25T20:35:46.664228] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-25T20:35:46.664668] [INFO ] [main      ] Progress: 73/364 forecasts completed (20.1%). MA finished in 0.8s. ETA: 49.7s. Rate: 350.99 forecasts/min
[2025-12-25T20:35:46.677805] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:46.678655] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-25T20:35:46.678713] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-25T20:35:46.678744] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-25T20:35:46.679556] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:46.679666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:46.684515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:46.685348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:46.687720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.800006] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:46.827058] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.847778] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-24
[2025-12-25T20:35:46.869586] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-25T20:35:46.869658] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=53.2826%)
[2025-12-25T20:35:46.870172] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-25T20:35:46.870225] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-25T20:35:46.870694] [INFO ] [main      ] Progress: 74/364 forecasts completed (20.3%). FRPH finished in 0.6s. ETA: 49.7s. Rate: 350.02 forecasts/min
[2025-12-25T20:35:46.885732] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:46.887122] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-25T20:35:46.887197] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-25T20:35:46.887238] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-25T20:35:46.891132] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:46.891223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:46.897038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:46.899939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:46.902945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:46.904749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:46.905223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:46.906232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:46.907851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:46.908893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:46.909619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:46.996996] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.024627] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.041423] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.086811] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-25T20:35:47.086884] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=43.6654%)
[2025-12-25T20:35:47.087275] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-25T20:35:47.087326] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-25T20:35:47.087363] [INFO ] [main      ] Progress: 75/364 forecasts completed (20.6%). OBK finished in 0.6s. ETA: 49.7s. Rate: 348.79 forecasts/min
[2025-12-25T20:35:47.101246] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.102082] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-25T20:35:47.102132] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-25T20:35:47.102164] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-25T20:35:47.102985] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:47.103043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:47.105396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:47.105619] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-25T20:35:47.105687] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=46.8873%)
[2025-12-25T20:35:47.105862] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-25T20:35:47.105905] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-25T20:35:47.106211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:47.108121] [INFO ] [main      ] Progress: 76/364 forecasts completed (20.9%). CTRA finished in 0.6s. ETA: 49.0s. Rate: 352.88 forecasts/min
[2025-12-25T20:35:47.108031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:47.110538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.117195] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.118167] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-25T20:35:47.118219] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-25T20:35:47.118250] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-25T20:35:47.119042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:47.119102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.123957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:47.163839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:47.166569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.215070] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.251565] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.270178] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-25T20:35:47.270258] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-25T20:35:47.270685] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-25T20:35:47.270737] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-25T20:35:47.271648] [INFO ] [main      ] Progress: 77/364 forecasts completed (21.2%). PHK finished in 0.6s. ETA: 48.8s. Rate: 353.05 forecasts/min
[2025-12-25T20:35:47.284737] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.285514] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-25T20:35:47.285567] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-25T20:35:47.285625] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-25T20:35:47.286415] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:47.286488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.291474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:47.293335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:47.293845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:47.294255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:47.297138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:47.298255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.419093] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.443972] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.514531] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.517511] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-25T20:35:47.517598] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=56.3482%)
[2025-12-25T20:35:47.518074] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-25T20:35:47.518126] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-25T20:35:47.518659] [INFO ] [main      ] Progress: 78/364 forecasts completed (21.4%). WHD finished in 0.6s. ETA: 48.9s. Rate: 351.01 forecasts/min
[2025-12-25T20:35:47.534492] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.535435] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-25T20:35:47.535506] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-25T20:35:47.535555] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-25T20:35:47.536617] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:47.536691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.543532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:47.546055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:47.546723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:47.547237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.612169] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.647640] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.686468] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.693155] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-25T20:35:47.693225] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=56.2886%)
[2025-12-25T20:35:47.693618] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-25T20:35:47.693670] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-25T20:35:47.694652] [INFO ] [main      ] Progress: 79/364 forecasts completed (21.7%). LQDA finished in 0.6s. ETA: 48.7s. Rate: 350.88 forecasts/min
[2025-12-25T20:35:47.707142] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.707873] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-25T20:35:47.707926] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-25T20:35:47.707966] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-25T20:35:47.708736] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:47.708796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.713667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:47.715477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:47.715971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:47.716437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:47.716902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.767362] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-25T20:35:47.767434] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=70.2555%)
[2025-12-25T20:35:47.767845] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-25T20:35:47.767897] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-25T20:35:47.768697] [INFO ] [main      ] Progress: 80/364 forecasts completed (22.0%). ISSC finished in 0.7s. ETA: 48.2s. Rate: 353.38 forecasts/min
[2025-12-25T20:35:47.778553] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.779739] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-25T20:35:47.779796] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-25T20:35:47.779827] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-25T20:35:47.780608] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:47.780670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.785384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:47.787152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:47.787647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:47.788033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:47.790321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:47.791268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:47.792268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:47.830028] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:47.892928] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-25T20:35:47.893000] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=42.0612%)
[2025-12-25T20:35:47.893165] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-25T20:35:47.893412] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-25T20:35:47.894273] [INFO ] [main      ] Progress: 81/364 forecasts completed (22.3%). DOUG finished in 0.6s. ETA: 47.9s. Rate: 354.52 forecasts/min
[2025-12-25T20:35:47.906357] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-24
[2025-12-25T20:35:47.907243] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:47.908109] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-25T20:35:47.908165] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-25T20:35:47.908198] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-25T20:35:47.908971] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:47.909031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:47.913770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:47.915491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:47.915977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:47.916354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:48.059086] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.078206] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.132975] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-25T20:35:48.133050] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=46.9091%)
[2025-12-25T20:35:48.133497] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-25T20:35:48.133558] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-25T20:35:48.133705] [INFO ] [main      ] Progress: 82/364 forecasts completed (22.5%). LMBS finished in 0.6s. ETA: 48.0s. Rate: 352.74 forecasts/min
[2025-12-25T20:35:48.134173] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.146337] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.147211] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-25T20:35:48.147268] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-25T20:35:48.147299] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-25T20:35:48.148073] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:48.148137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:48.153034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:48.154863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:48.155349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:48.155763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:48.156635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:48.159410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:48.227678] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.262013] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.274856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:48.276048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:48.277288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:48.302309] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-25T20:35:48.302384] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=27.78% (Conf=44.465%)
[2025-12-25T20:35:48.302849] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-25T20:35:48.302901] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-25T20:35:48.303691] [INFO ] [main      ] Progress: 83/364 forecasts completed (22.8%). DVAX finished in 0.6s. ETA: 47.8s. Rate: 352.74 forecasts/min
[2025-12-25T20:35:48.309486] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.317247] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.318168] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-25T20:35:48.318218] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-25T20:35:48.318250] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-25T20:35:48.319042] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:48.319101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:48.358084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:48.402707] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-25T20:35:48.402782] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=56.334%)
[2025-12-25T20:35:48.403165] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-25T20:35:48.403217] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-25T20:35:48.404637] [INFO ] [main      ] Progress: 84/364 forecasts completed (23.1%). CECO finished in 0.6s. ETA: 47.4s. Rate: 354.46 forecasts/min
[2025-12-25T20:35:48.408388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:48.409817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:48.410510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:48.414625] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.415627] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-25T20:35:48.415680] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-25T20:35:48.416033] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-25T20:35:48.416859] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:48.416918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:48.421905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:48.430091] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.489340] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-25T20:35:48.489411] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=62.9904%)
[2025-12-25T20:35:48.489716] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-25T20:35:48.489765] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-25T20:35:48.490678] [INFO ] [main      ] Progress: 85/364 forecasts completed (23.4%). VTEX finished in 0.6s. ETA: 47.0s. Rate: 356.52 forecasts/min
[2025-12-25T20:35:48.502796] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.503567] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-25T20:35:48.503633] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-25T20:35:48.503664] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-25T20:35:48.504423] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:48.504482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:48.553185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:48.554156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:48.558565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:48.641451] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.747103] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.772218] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.820022] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.899970] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-24
[2025-12-25T20:35:48.916884] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.950162] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:48.967908] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-25T20:35:48.967978] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=7.71% (Conf=41.0619%)
[2025-12-25T20:35:48.968391] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-25T20:35:48.968442] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-25T20:35:48.968661] [INFO ] [main      ] Progress: 86/364 forecasts completed (23.6%). SQNS finished in 0.8s. ETA: 47.8s. Rate: 349.05 forecasts/min
[2025-12-25T20:35:48.974223] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-25T20:35:48.974293] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=54.6938%)
[2025-12-25T20:35:48.974793] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-25T20:35:48.974845] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-25T20:35:48.975626] [INFO ] [main      ] Progress: 87/364 forecasts completed (23.9%). BDN finished in 0.7s. ETA: 47.1s. Rate: 352.94 forecasts/min
[2025-12-25T20:35:48.983025] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.984052] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-25T20:35:48.984111] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-25T20:35:48.984145] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-25T20:35:48.984959] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:48.985021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:48.986436] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:48.986762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:48.987240] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-25T20:35:48.987292] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-25T20:35:48.987286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:48.987324] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-25T20:35:48.988087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:48.988117] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:48.988176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:48.992982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:48.993985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.005232] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-25T20:35:49.005298] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=43.918%)
[2025-12-25T20:35:49.005683] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-25T20:35:49.005733] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-25T20:35:49.006602] [INFO ] [main      ] Progress: 88/364 forecasts completed (24.2%). VOC finished in 0.6s. ETA: 46.5s. Rate: 356.25 forecasts/min
[2025-12-25T20:35:49.017487] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:49.018404] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-25T20:35:49.018463] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-25T20:35:49.018495] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-25T20:35:49.019358] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:49.019420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:49.024562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:49.071612] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:49.102262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.103110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.126515] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-25T20:35:49.126607] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=56.4549%)
[2025-12-25T20:35:49.126766] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-25T20:35:49.126809] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-25T20:35:49.128669] [INFO ] [main      ] Progress: 89/364 forecasts completed (24.5%). AGNCL finished in 0.6s. ETA: 46.2s. Rate: 357.36 forecasts/min
[2025-12-25T20:35:49.138646] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:49.139445] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-25T20:35:49.139495] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-25T20:35:49.139527] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-25T20:35:49.140302] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-25T20:35:49.140610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:49.145385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:49.147160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:49.147662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:49.148099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:49.148491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:49.149237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:49.150066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:49.152450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:49.263971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:49.265925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:49.304916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:49.306039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:49.339666] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-24
[2025-12-25T20:35:49.347897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:49.348850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:49.350119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:49.424528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:49.425396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:49.427288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:49.430017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:49.431097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:49.433064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:49.433808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:49.438119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:49.442802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:49.444200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:49.445742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:49.448647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:49.449340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:49.449484] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-24
[2025-12-25T20:35:49.450071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:49.452127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:49.453192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:49.453962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:49.454663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-25T20:35:49.455401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:49.458192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:49.459880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:49.462317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:35:49.463514] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-24
[2025-12-25T20:35:49.464498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:49.468292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:49.486010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:49.487197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:49.488902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:49.489678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:49.491338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:49.492942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:35:49.493826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:49.495032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:49.497142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:35:49.498688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:49.500469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.509508] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:49.594564] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-25T20:35:49.594652] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=61.5086%)
[2025-12-25T20:35:49.595038] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-25T20:35:49.595088] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-25T20:35:49.595678] [INFO ] [main      ] Progress: 90/364 forecasts completed (24.7%). ATRO finished in 0.6s. ETA: 46.9s. Rate: 350.42 forecasts/min
[2025-12-25T20:35:49.607380] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:49.608135] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-25T20:35:49.608191] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-25T20:35:49.608223] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-25T20:35:49.609010] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:49.609070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:49.613847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:49.619822] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:49.639398] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:49.652489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:49.653318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.691909] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-25T20:35:49.691977] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=47.8169%)
[2025-12-25T20:35:49.692433] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-25T20:35:49.692486] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-25T20:35:49.692623] [INFO ] [main      ] Progress: 91/364 forecasts completed (25.0%). GTES finished in 0.7s. ETA: 46.5s. Rate: 352.10 forecasts/min
[2025-12-25T20:35:49.703991] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:49.705097] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-25T20:35:49.705164] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-25T20:35:49.705208] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-25T20:35:49.706033] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:49.706098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:49.707903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:49.708439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:49.708869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:49.713383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:49.715591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.778315] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-25T20:35:49.778386] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=55.416%)
[2025-12-25T20:35:49.778710] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-25T20:35:49.778760] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-25T20:35:49.779679] [INFO ] [main      ] Progress: 92/364 forecasts completed (25.3%). ARES finished in 0.8s. ETA: 46.1s. Rate: 353.98 forecasts/min
[2025-12-25T20:35:49.789959] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:49.790999] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-25T20:35:49.791050] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-25T20:35:49.791082] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-25T20:35:49.791875] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:49.791934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:49.792657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:49.831179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:49.834874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:49.851367] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-24
[2025-12-25T20:35:49.991257] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.022065] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.059206] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.170281] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.175947] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.232275] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.283929] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-25T20:35:50.284000] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-25T20:35:50.284363] [INFO ] [main      ] Progress: 93/364 forecasts completed (25.5%). TBIL finished in 1.2s. ETA: 46.9s. Rate: 346.61 forecasts/min
[2025-12-25T20:35:50.284503] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-25T20:35:50.284545] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-25T20:35:50.296153] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.297398] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-25T20:35:50.297448] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-25T20:35:50.297479] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-25T20:35:50.298368] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:50.298430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:50.300110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:50.300639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:50.300904] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-25T20:35:50.300974] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=47.8543%)
[2025-12-25T20:35:50.301025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:50.301356] [INFO ] [main      ] Progress: 94/364 forecasts completed (25.8%). FIGS finished in 0.6s. ETA: 46.3s. Rate: 349.97 forecasts/min
[2025-12-25T20:35:50.301552] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-25T20:35:50.301620] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-25T20:35:50.302237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:50.313202] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-25T20:35:50.313283] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=65.5309%)
[2025-12-25T20:35:50.313431] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.313746] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-25T20:35:50.313803] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-25T20:35:50.314524] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-25T20:35:50.314617] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-25T20:35:50.314652] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-25T20:35:50.314623] [INFO ] [main      ] Progress: 95/364 forecasts completed (26.1%). ABG finished in 0.7s. ETA: 45.7s. Rate: 353.40 forecasts/min
[2025-12-25T20:35:50.315455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:50.315618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:50.320443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:50.321317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:50.321946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:50.324717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:50.326102] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.326377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:50.326924] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-25T20:35:50.326983] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-25T20:35:50.327023] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-25T20:35:50.327986] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:50.328058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:50.333092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:50.334912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:50.335481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:50.336308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:50.337056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:50.338777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:50.349486] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.350037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:50.351268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:50.353213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:50.354820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:35:50.356473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:50.403936] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-25T20:35:50.404007] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=49.4114%)
[2025-12-25T20:35:50.404162] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-25T20:35:50.404205] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-25T20:35:50.404827] [INFO ] [main      ] Progress: 96/364 forecasts completed (26.4%). KPRX finished in 0.6s. ETA: 45.3s. Rate: 355.14 forecasts/min
[2025-12-25T20:35:50.416488] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.417295] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-25T20:35:50.417351] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-25T20:35:50.417382] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-25T20:35:50.418161] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:50.418219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:50.420211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:50.674495] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.690674] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.705036] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.759041] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-24
[2025-12-25T20:35:50.853122] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.857411] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.886967] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.919915] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-25T20:35:50.920004] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-16.83% (Conf=43.5711%)
[2025-12-25T20:35:50.920411] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-25T20:35:50.920465] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-25T20:35:50.920667] [INFO ] [main      ] Progress: 97/364 forecasts completed (26.6%). SNGX finished in 0.6s. ETA: 46.1s. Rate: 347.78 forecasts/min
[2025-12-25T20:35:50.932275] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.933178] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-25T20:35:50.933231] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-25T20:35:50.933263] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-25T20:35:50.934072] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:50.934136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:50.935391] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:50.939056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:50.940944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:50.941412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:50.941814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:50.944162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:50.945820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:50.946495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:35:50.947201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:50.961362] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-25T20:35:50.961461] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-2.91% (Conf=55.7376%)
[2025-12-25T20:35:50.961883] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-25T20:35:50.961939] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-25T20:35:50.963050] [INFO ] [main      ] Progress: 98/364 forecasts completed (26.9%). WKSP finished in 0.6s. ETA: 45.5s. Rate: 350.47 forecasts/min
[2025-12-25T20:35:50.976096] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:50.977049] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-25T20:35:50.977109] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-25T20:35:50.977143] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-25T20:35:50.978030] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:50.978102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:50.980044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:50.980561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:50.980981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:50.982161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:50.983764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.004737] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-25T20:35:51.004812] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=55.6418%)
[2025-12-25T20:35:51.005142] [INFO ] [main      ] Progress: 99/364 forecasts completed (27.2%). AES finished in 0.6s. ETA: 45.0s. Rate: 353.16 forecasts/min
[2025-12-25T20:35:51.005263] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-25T20:35:51.005304] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-25T20:35:51.014327] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-25T20:35:51.014400] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=52.6877%)
[2025-12-25T20:35:51.014939] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-25T20:35:51.014993] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-25T20:35:51.014954] [INFO ] [main      ] Progress: 100/364 forecasts completed (27.5%). DHIL finished in 0.7s. ETA: 44.4s. Rate: 356.52 forecasts/min
[2025-12-25T20:35:51.022487] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.025473] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-25T20:35:51.025535] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-25T20:35:51.025567] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-25T20:35:51.026482] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:51.026546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:51.028254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:51.028810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:51.029198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:51.029984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:51.030430] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.031290] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-25T20:35:51.031341] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-25T20:35:51.031372] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-25T20:35:51.031514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:51.032164] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:51.032235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:51.034568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.104675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:51.105833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:51.106530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.301497] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.317745] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.370633] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.443214] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.472490] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:51.482053] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:51.539057] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:51.552175] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-25T20:35:51.552245] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-2.54% (Conf=42.4983%)
[2025-12-25T20:35:51.552664] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-25T20:35:51.553647] [INFO ] [main      ] Progress: 101/364 forecasts completed (27.7%). LINC finished in 0.6s. ETA: 45.2s. Rate: 348.92 forecasts/min
[2025-12-25T20:35:51.552716] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-25T20:35:51.567022] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.568104] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-25T20:35:51.568155] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-25T20:35:51.568187] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-25T20:35:51.568968] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:51.569028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:51.569772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:51.570686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:51.571349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:51.572087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:51.573312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.592612] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-25T20:35:51.592682] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=61.1758%)
[2025-12-25T20:35:51.592843] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-25T20:35:51.592932] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-25T20:35:51.594650] [INFO ] [main      ] Progress: 102/364 forecasts completed (28.0%). ENTX finished in 0.6s. ETA: 44.7s. Rate: 351.54 forecasts/min
[2025-12-25T20:35:51.604598] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.605311] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-25T20:35:51.605367] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-25T20:35:51.605398] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-25T20:35:51.606174] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-25T20:35:51.606237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:51.610059] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:51.611011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:51.612709] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-25T20:35:51.612779] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=59.5514%)
[2025-12-25T20:35:51.612773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:51.613168] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-25T20:35:51.613219] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-25T20:35:51.613250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:51.613652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:51.613639] [INFO ] [main      ] Progress: 103/364 forecasts completed (28.3%). ALGN finished in 0.7s. ETA: 44.2s. Rate: 354.60 forecasts/min
[2025-12-25T20:35:51.615703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:51.616468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:51.617699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:51.618325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:51.619848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:51.621817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:51.622912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.624993] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.626496] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-25T20:35:51.626552] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-25T20:35:51.626607] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-25T20:35:51.627741] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:51.627804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:51.632534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:51.634296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:51.634778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:51.635206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:51.635602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:51.636678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:51.638655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:35:51.640055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.686336] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-25T20:35:51.686407] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=49.0309%)
[2025-12-25T20:35:51.686826] [INFO ] [main      ] Progress: 104/364 forecasts completed (28.6%). CAAP finished in 0.7s. ETA: 43.8s. Rate: 356.55 forecasts/min
[2025-12-25T20:35:51.686959] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-25T20:35:51.687001] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-25T20:35:51.699781] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:51.700656] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-25T20:35:51.700713] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-25T20:35:51.700745] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-25T20:35:51.701592] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:51.701653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:51.706517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:51.708321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:51.708829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:51.709298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:51.710431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:51.923911] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.961978] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-24
[2025-12-25T20:35:51.971448] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.057602] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.089966] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.127147] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.136517] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.195120] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-25T20:35:52.195189] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-25T20:35:52.195599] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-25T20:35:52.195654] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-25T20:35:52.196407] [INFO ] [main      ] Progress: 105/364 forecasts completed (28.8%). BSJS finished in 0.6s. ETA: 44.4s. Rate: 349.79 forecasts/min
[2025-12-25T20:35:52.197267] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-25T20:35:52.197337] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=57.9642%)
[2025-12-25T20:35:52.197697] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-25T20:35:52.197748] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-25T20:35:52.198716] [INFO ] [main      ] Progress: 106/364 forecasts completed (29.1%). LHX finished in 0.6s. ETA: 43.8s. Rate: 353.08 forecasts/min
[2025-12-25T20:35:52.208250] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.208565] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.209124] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-25T20:35:52.209176] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-25T20:35:52.209207] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-25T20:35:52.209257] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-25T20:35:52.209321] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-25T20:35:52.209352] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-25T20:35:52.210013] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:52.210074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:52.210133] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:52.210207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:52.214816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:52.214924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:52.216532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:52.216684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:52.217019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:52.217142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:52.217404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:52.218014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:52.219246] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-25T20:35:52.219336] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=63.0494%)
[2025-12-25T20:35:52.219708] [INFO ] [main      ] Progress: 107/364 forecasts completed (29.4%). STBA finished in 0.6s. ETA: 43.3s. Rate: 355.99 forecasts/min
[2025-12-25T20:35:52.219833] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-25T20:35:52.219874] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-25T20:35:52.232829] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.233660] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-25T20:35:52.233715] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-25T20:35:52.233746] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-25T20:35:52.234502] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:52.234562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:52.236449] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.239345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:52.240176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:52.265781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:52.267030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:52.270930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:52.325456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:52.326869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:52.334220] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-25T20:35:52.334295] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=38.0518%)
[2025-12-25T20:35:52.334700] [INFO ] [main      ] Progress: 108/364 forecasts completed (29.7%). TEX finished in 0.6s. ETA: 43.0s. Rate: 357.04 forecasts/min
[2025-12-25T20:35:52.334821] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-25T20:35:52.334863] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-25T20:35:52.347901] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.348929] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-25T20:35:52.348980] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-25T20:35:52.349011] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-25T20:35:52.349340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:52.349837] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:35:52.350195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:52.351495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:52.599893] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.659444] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.684874] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.692015] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-24
[2025-12-25T20:35:52.764438] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.827372] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.841817] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-25T20:35:52.841892] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=57.6498%)
[2025-12-25T20:35:52.842252] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-25T20:35:52.842303] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-25T20:35:52.843137] [INFO ] [main      ] Progress: 109/364 forecasts completed (29.9%). WULF finished in 0.6s. ETA: 43.6s. Rate: 350.53 forecasts/min
[2025-12-25T20:35:52.855415] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.856316] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-25T20:35:52.856366] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-25T20:35:52.856398] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-25T20:35:52.857165] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:52.857224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:52.863245] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.864148] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:52.888185] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-25T20:35:52.888258] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=56.6456%)
[2025-12-25T20:35:52.888653] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-25T20:35:52.888706] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-25T20:35:52.888683] [INFO ] [main      ] Progress: 110/364 forecasts completed (30.2%). PLTK finished in 0.7s. ETA: 43.2s. Rate: 352.89 forecasts/min
[2025-12-25T20:35:52.899479] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.900532] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-25T20:35:52.900603] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-25T20:35:52.900638] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-25T20:35:52.901404] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:52.901468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:52.903841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:52.937439] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-25T20:35:52.937513] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=8.55% (Conf=58.1264%)
[2025-12-25T20:35:52.937997] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-25T20:35:52.938049] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-25T20:35:52.938627] [INFO ] [main      ] Progress: 111/364 forecasts completed (30.5%). PRTA finished in 0.7s. ETA: 42.7s. Rate: 355.14 forecasts/min
[2025-12-25T20:35:52.952040] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:52.952876] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-25T20:35:52.952932] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-25T20:35:52.952963] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-25T20:35:52.953777] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:52.953841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:52.958547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:52.960373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:52.960865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:52.963841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:52.964710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:52.965379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.000384] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-25T20:35:53.000455] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=3.00% (Conf=50.4091%)
[2025-12-25T20:35:53.000875] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-25T20:35:53.000926] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-25T20:35:53.001641] [INFO ] [main      ] Progress: 112/364 forecasts completed (30.8%). AAPL finished in 0.7s. ETA: 42.3s. Rate: 357.14 forecasts/min
[2025-12-25T20:35:53.012514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:53.012724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:53.014222] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:53.014736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:53.014990] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-25T20:35:53.015043] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-25T20:35:53.015075] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-25T20:35:53.015870] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:53.015931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:53.020795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:53.021607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:53.023266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.087172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:53.087544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:53.088368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:53.089419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:53.089893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:53.090438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:53.090962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:53.091473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:53.092152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.092897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.295392] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-24
[2025-12-25T20:35:53.368301] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-24
[2025-12-25T20:35:53.425813] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-24
[2025-12-25T20:35:53.433500] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-24
[2025-12-25T20:35:53.461117] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:53.535662] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:53.553255] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-25T20:35:53.553325] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-3.93% (Conf=46.8559%)
[2025-12-25T20:35:53.553695] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-25T20:35:53.553746] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-25T20:35:53.554551] [INFO ] [main      ] Progress: 113/364 forecasts completed (31.0%). MCRB finished in 0.7s. ETA: 43.0s. Rate: 350.05 forecasts/min
[2025-12-25T20:35:53.566763] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:53.567510] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-25T20:35:53.567591] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-25T20:35:53.567625] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-25T20:35:53.568390] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:53.568449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:53.570145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:53.570659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:53.571552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:53.572507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:53.573498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.595332] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:53.604455] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:53.606213] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-25T20:35:53.606283] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=46.5563%)
[2025-12-25T20:35:53.606692] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-25T20:35:53.606743] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-25T20:35:53.607666] [INFO ] [main      ] Progress: 114/364 forecasts completed (31.3%). DCTH finished in 0.6s. ETA: 42.6s. Rate: 352.18 forecasts/min
[2025-12-25T20:35:53.620103] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:53.622862] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-25T20:35:53.622916] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-25T20:35:53.622948] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-25T20:35:53.623738] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:53.623807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:53.625478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:53.626008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:53.626393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:53.655540] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-25T20:35:53.655629] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=58.914%)
[2025-12-25T20:35:53.656125] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-25T20:35:53.656176] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-25T20:35:53.656646] [INFO ] [main      ] Progress: 115/364 forecasts completed (31.6%). EVN finished in 0.8s. ETA: 42.2s. Rate: 354.37 forecasts/min
[2025-12-25T20:35:53.667802] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:53.668607] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-25T20:35:53.668663] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-25T20:35:53.668693] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-25T20:35:53.669493] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:35:53.669557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:53.674319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:53.676108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:53.676590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:53.676968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:53.677688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:53.678751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.700860] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-25T20:35:53.700933] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=50.9731%)
[2025-12-25T20:35:53.701315] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-25T20:35:53.701366] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-25T20:35:53.701652] [INFO ] [main      ] Progress: 116/364 forecasts completed (31.9%). RHI finished in 0.8s. ETA: 41.7s. Rate: 356.63 forecasts/min
[2025-12-25T20:35:53.714705] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:53.715484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:53.715787] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-25T20:35:53.715841] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-25T20:35:53.715872] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-25T20:35:53.716663] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:53.716723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:53.717727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:53.721497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:53.722056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:53.723139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.723294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:53.723814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:53.724563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:53.726881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:53.727908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:53.908796] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.024727] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.055482] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.066854] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.073910] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.129207] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-25T20:35:54.129292] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=53.1095%)
[2025-12-25T20:35:54.129624] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-25T20:35:54.129674] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-25T20:35:54.130515] [INFO ] [main      ] Progress: 117/364 forecasts completed (32.1%). AMBP finished in 0.6s. ETA: 42.1s. Rate: 351.97 forecasts/min
[2025-12-25T20:35:54.144118] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.144965] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-25T20:35:54.145015] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-25T20:35:54.145044] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-25T20:35:54.145820] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:54.145879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.150565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:54.152977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:54.154156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:54.155223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.205723] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.224500] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.236263] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.268443] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-25T20:35:54.268517] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=63.1627%)
[2025-12-25T20:35:54.268921] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-25T20:35:54.268984] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-25T20:35:54.269671] [INFO ] [main      ] Progress: 118/364 forecasts completed (32.4%). TRIN finished in 0.7s. ETA: 41.9s. Rate: 352.52 forecasts/min
[2025-12-25T20:35:54.282620] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.283468] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-25T20:35:54.283519] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-25T20:35:54.283551] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-25T20:35:54.284557] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:54.284642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:54.285538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.320562] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-25T20:35:54.320655] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=58.0919%)
[2025-12-25T20:35:54.321085] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-25T20:35:54.321139] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-25T20:35:54.321703] [INFO ] [main      ] Progress: 119/364 forecasts completed (32.7%). CMP finished in 0.6s. ETA: 41.5s. Rate: 354.59 forecasts/min
[2025-12-25T20:35:54.334315] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.335349] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-25T20:35:54.335401] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-25T20:35:54.335432] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-25T20:35:54.336225] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:54.336283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.341118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:54.342826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.348101] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-25T20:35:54.348180] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=60.1177%)
[2025-12-25T20:35:54.348549] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-25T20:35:54.348616] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-25T20:35:54.349538] [INFO ] [main      ] Progress: 120/364 forecasts completed (33.0%). STLD finished in 0.7s. ETA: 41.0s. Rate: 357.08 forecasts/min
[2025-12-25T20:35:54.359972] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.360815] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-25T20:35:54.360890] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-25T20:35:54.360921] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-25T20:35:54.361707] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:54.361769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.366829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:54.367553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:54.368228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:54.369363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:35:54.370469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.490949] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.644874] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.656862] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.677512] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.708792] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-24
[2025-12-25T20:35:54.776352] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-25T20:35:54.776422] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=53.7544%)
[2025-12-25T20:35:54.776846] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-25T20:35:54.776899] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-25T20:35:54.777661] [INFO ] [main      ] Progress: 121/364 forecasts completed (33.2%). PNFP finished in 0.6s. ETA: 41.4s. Rate: 352.57 forecasts/min
[2025-12-25T20:35:54.790717] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.791502] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-25T20:35:54.791553] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-25T20:35:54.791640] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-25T20:35:54.792431] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:54.792493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.797744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:54.800292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.820833] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.846743] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.875257] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:54.888122] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-25T20:35:54.888194] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=55.5928%)
[2025-12-25T20:35:54.888583] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-25T20:35:54.888636] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-25T20:35:54.889654] [INFO ] [main      ] Progress: 122/364 forecasts completed (33.5%). AIPI finished in 0.6s. ETA: 41.1s. Rate: 353.56 forecasts/min
[2025-12-25T20:35:54.902657] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.903548] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-25T20:35:54.903622] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-25T20:35:54.903655] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-25T20:35:54.904417] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:54.904476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.909285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:54.911060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:54.911530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:54.911936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:54.914509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:54.958050] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-25T20:35:54.958118] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=57.4254%)
[2025-12-25T20:35:54.958460] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-25T20:35:54.958510] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-25T20:35:54.959331] [INFO ] [main      ] Progress: 123/364 forecasts completed (33.8%). COLL finished in 0.6s. ETA: 40.7s. Rate: 355.26 forecasts/min
[2025-12-25T20:35:54.969977] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-25T20:35:54.970047] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=57.9484%)
[2025-12-25T20:35:54.970449] [INFO ] [main      ] Progress: 124/364 forecasts completed (34.1%). MATX finished in 0.6s. ETA: 40.2s. Rate: 357.96 forecasts/min
[2025-12-25T20:35:54.970427] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.970595] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-25T20:35:54.970641] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-25T20:35:54.971249] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-25T20:35:54.971311] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-25T20:35:54.971342] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-25T20:35:54.972152] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:54.972214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.977042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:54.979504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:54.981140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:54.984173] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:54.984969] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-25T20:35:54.985019] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-25T20:35:54.985050] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-25T20:35:54.985834] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:54.985893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:54.990648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:54.991446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:54.992141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:54.993235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.031670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:55.033056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.147015] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.250215] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.314760] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:55.327765] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.367101] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.392026] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-25T20:35:55.392096] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=61.9645%)
[2025-12-25T20:35:55.392512] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-25T20:35:55.392565] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-25T20:35:55.392660] [INFO ] [main      ] Progress: 125/364 forecasts completed (34.3%). BNS finished in 0.6s. ETA: 40.5s. Rate: 353.66 forecasts/min
[2025-12-25T20:35:55.405370] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:55.406281] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-25T20:35:55.406332] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-25T20:35:55.406362] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-25T20:35:55.407173] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:55.407233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:55.412056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:55.412863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:55.416640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:55.417783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:35:55.418966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.421265] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:55.492078] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-25T20:35:55.492150] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=56.029%)
[2025-12-25T20:35:55.492312] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-25T20:35:55.492376] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-25T20:35:55.493647] [INFO ] [main      ] Progress: 126/364 forecasts completed (34.6%). REYN finished in 0.6s. ETA: 40.2s. Rate: 354.80 forecasts/min
[2025-12-25T20:35:55.495795] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:55.505839] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:55.506663] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-25T20:35:55.506721] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-25T20:35:55.506754] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-25T20:35:55.507681] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:55.507749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:55.512667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:55.514417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:55.514901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:55.515327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:55.516173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.533891] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:55.598045] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-25T20:35:55.598120] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=59.8228%)
[2025-12-25T20:35:55.598480] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-25T20:35:55.598530] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-25T20:35:55.599048] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-25T20:35:55.599127] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=5.18% (Conf=49.0998%)
[2025-12-25T20:35:55.599340] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-25T20:35:55.599486] [INFO ] [main      ] Progress: 127/364 forecasts completed (34.9%). OCSL finished in 0.6s. ETA: 40.0s. Rate: 355.85 forecasts/min
[2025-12-25T20:35:55.599565] [INFO ] [main      ] Progress: 128/364 forecasts completed (35.2%). OXM finished in 0.6s. ETA: 39.5s. Rate: 358.65 forecasts/min
[2025-12-25T20:35:55.599415] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-25T20:35:55.610858] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:55.611892] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-25T20:35:55.611945] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-25T20:35:55.611975] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-25T20:35:55.612766] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:55.612825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:55.613249] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:55.614113] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-25T20:35:55.614162] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-25T20:35:55.614193] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-25T20:35:55.614650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:55.614966] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:55.615027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:55.615159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:55.699419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:55.701094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:55.705113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:55.708319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:55.713626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:35:55.714676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.723483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:55.726735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:35:55.728906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:55.759029] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.865189] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-24
[2025-12-25T20:35:55.929847] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.010791] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-25T20:35:56.010861] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=51.2772%)
[2025-12-25T20:35:56.011226] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-25T20:35:56.011276] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-25T20:35:56.011662] [INFO ] [main      ] Progress: 129/364 forecasts completed (35.4%). PNQI finished in 0.6s. ETA: 39.8s. Rate: 354.62 forecasts/min
[2025-12-25T20:35:56.024719] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:56.025592] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-25T20:35:56.025656] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-25T20:35:56.025692] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-25T20:35:56.026472] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:56.026534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:56.031610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:56.032439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:56.039747] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.063359] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.063472] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.072676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:56.074878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:56.075642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:56.095223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:56.148504] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-25T20:35:56.148595] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=63.2958%)
[2025-12-25T20:35:56.149059] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-25T20:35:56.149112] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-25T20:35:56.149667] [INFO ] [main      ] Progress: 130/364 forecasts completed (35.7%). COP finished in 0.7s. ETA: 39.5s. Rate: 355.13 forecasts/min
[2025-12-25T20:35:56.162995] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:56.164143] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-25T20:35:56.164200] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-25T20:35:56.164232] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-25T20:35:56.165104] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:56.165169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:56.166932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:56.167461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:56.167911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:56.172371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:56.230981] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.236965] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.250555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:56.251913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:56.297440] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-25T20:35:56.297511] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=61.8303%)
[2025-12-25T20:35:56.297959] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-25T20:35:56.298010] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-25T20:35:56.298009] [INFO ] [main      ] Progress: 131/364 forecasts completed (36.0%). BCAL finished in 0.7s. ETA: 39.3s. Rate: 355.46 forecasts/min
[2025-12-25T20:35:56.298164] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-25T20:35:56.298219] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=69.7114%)
[2025-12-25T20:35:56.298375] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-25T20:35:56.298418] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-25T20:35:56.298903] [INFO ] [main      ] Progress: 132/364 forecasts completed (36.3%). BEPI finished in 0.7s. ETA: 38.9s. Rate: 358.16 forecasts/min
[2025-12-25T20:35:56.310009] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:56.310946] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-25T20:35:56.310996] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-25T20:35:56.311027] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-25T20:35:56.311827] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:35:56.311837] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:56.311913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:56.312494] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-25T20:35:56.312953] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-25T20:35:56.312992] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-25T20:35:56.313820] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:35:56.313890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:56.315624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:56.316140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:56.316548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:56.316953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:56.317334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:56.318196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:56.318734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:56.319209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:56.319648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:56.320478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:56.322815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:56.356810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:56.358053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:56.429372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:56.430266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:56.444165] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.619868] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.629699] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.705134] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.763504] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-25T20:35:56.763619] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=78.6552%)
[2025-12-25T20:35:56.764102] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-25T20:35:56.764159] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-25T20:35:56.764694] [INFO ] [main      ] Progress: 133/364 forecasts completed (36.5%). CTAS finished in 0.8s. ETA: 39.2s. Rate: 353.43 forecasts/min
[2025-12-25T20:35:56.778563] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:56.780011] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-25T20:35:56.780076] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-25T20:35:56.780108] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-25T20:35:56.781194] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:56.781273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:56.786927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:56.789057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:56.789636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:56.813705] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-24
[2025-12-25T20:35:56.853600] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:56.967334] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.046055] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.056220] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-25T20:35:57.056326] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-3.20% (Conf=52.783%)
[2025-12-25T20:35:57.056888] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-25T20:35:57.056966] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-25T20:35:57.057704] [INFO ] [main      ] Progress: 134/364 forecasts completed (36.8%). MANH finished in 0.9s. ETA: 39.3s. Rate: 351.52 forecasts/min
[2025-12-25T20:35:57.073067] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:57.074016] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-25T20:35:57.074085] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-25T20:35:57.074128] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-25T20:35:57.074333] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-25T20:35:57.074426] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=51.7019%)
[2025-12-25T20:35:57.074911] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-25T20:35:57.074966] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-25T20:35:57.075188] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:57.075254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:57.075196] [INFO ] [main      ] Progress: 135/364 forecasts completed (37.1%). JACK finished in 0.8s. ETA: 38.8s. Rate: 353.87 forecasts/min
[2025-12-25T20:35:57.081356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:57.082703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:57.084676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:57.087623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:57.091667] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:57.092781] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-25T20:35:57.092853] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-25T20:35:57.092892] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-25T20:35:57.094020] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:57.094097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:57.095015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:57.129465] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-25T20:35:57.129603] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=65.1725%)
[2025-12-25T20:35:57.129880] [INFO ] [main      ] Fetching symbol history for VRA...
[2025-12-25T20:35:57.129945] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2025-12-25T20:35:57.130937] [INFO ] [main      ] Progress: 136/364 forecasts completed (37.4%). AFCG finished in 0.8s. ETA: 38.5s. Rate: 355.63 forecasts/min
[2025-12-25T20:35:57.145601] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:57.146749] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2025-12-25T20:35:57.146812] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2025-12-25T20:35:57.146849] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2025-12-25T20:35:57.147872] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:57.147958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:57.153837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:57.154873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:57.197372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:57.200221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:57.202073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:57.288465] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-24
[2025-12-25T20:35:57.304213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:57.306398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:57.307564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:57.506890] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.580992] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-24
[2025-12-25T20:35:57.590610] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-25T20:35:57.590693] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=55.911%)
[2025-12-25T20:35:57.591122] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-25T20:35:57.591175] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-25T20:35:57.591660] [INFO ] [main      ] Progress: 137/364 forecasts completed (37.6%). ETO finished in 0.8s. ETA: 38.8s. Rate: 351.19 forecasts/min
[2025-12-25T20:35:57.607355] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:57.608508] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-25T20:35:57.608561] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-25T20:35:57.608621] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-25T20:35:57.609480] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:57.609543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:57.611935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:57.613694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:57.701993] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-24
[2025-12-25T20:35:57.738725] [DEBUG] [MAG       ] VRA: Last date is validated at 2025-12-24
[2025-12-25T20:35:57.789882] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.910930] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.915847] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-25T20:35:57.915927] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=22.69% (Conf=54.6766%)
[2025-12-25T20:35:57.916361] [INFO ] [main      ] Progress: 138/364 forecasts completed (37.9%). MIGI finished in 0.9s. ETA: 38.9s. Rate: 348.92 forecasts/min
[2025-12-25T20:35:57.916489] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-25T20:35:57.916533] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-25T20:35:57.930888] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:57.931801] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-25T20:35:57.931865] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-25T20:35:57.931898] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-25T20:35:57.932764] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:57.932836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:57.935213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:57.936311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:57.942508] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:57.992600] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.003972] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2025-12-25T20:35:58.004043] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=-3.99% (Conf=48.6692%)
[2025-12-25T20:35:58.004446] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-25T20:35:58.004500] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-25T20:35:58.005305] [INFO ] [main      ] Progress: 139/364 forecasts completed (38.2%). VRA finished in 0.9s. ETA: 38.6s. Rate: 350.13 forecasts/min
[2025-12-25T20:35:58.015706] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.016655] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-25T20:35:58.016732] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-25T20:35:58.016764] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-25T20:35:58.017541] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:35:58.017623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:58.018704] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-25T20:35:58.018787] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=46.496%)
[2025-12-25T20:35:58.018999] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-25T20:35:58.019047] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-25T20:35:58.020232] [INFO ] [main      ] Progress: 140/364 forecasts completed (38.5%). AMN finished in 0.9s. ETA: 38.1s. Rate: 352.43 forecasts/min
[2025-12-25T20:35:58.022999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:58.024851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:58.025527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:58.026442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:58.027266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:58.028486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.034692] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.036443] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-25T20:35:58.036502] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-25T20:35:58.036534] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-25T20:35:58.037436] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:58.037502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:58.039328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:58.039930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:58.040804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:58.043242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:58.125929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.166420] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:58.249863] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-25T20:35:58.249938] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=46.2185%)
[2025-12-25T20:35:58.250546] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-25T20:35:58.250624] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-25T20:35:58.250670] [INFO ] [main      ] Progress: 141/364 forecasts completed (38.7%). CIB finished in 0.7s. ETA: 38.1s. Rate: 351.55 forecasts/min
[2025-12-25T20:35:58.264876] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.265898] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-25T20:35:58.265954] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-25T20:35:58.265987] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-25T20:35:58.266837] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:58.266898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:58.271925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:58.272913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:58.275468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.287205] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.373546] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.458920] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:58.476777] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.520433] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-25T20:35:58.520501] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=48.8976%)
[2025-12-25T20:35:58.520812] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-25T20:35:58.520876] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-25T20:35:58.522798] [INFO ] [main      ] Progress: 142/364 forecasts completed (39.0%). RDY finished in 0.6s. ETA: 38.0s. Rate: 350.08 forecasts/min
[2025-12-25T20:35:58.535095] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.536253] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-25T20:35:58.536315] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-25T20:35:58.536347] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-25T20:35:58.537130] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:58.537190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:58.538872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:58.539401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:58.539844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:58.542202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:58.546692] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:58.560049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.606807] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-25T20:35:58.606876] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=50.5708%)
[2025-12-25T20:35:58.607244] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-25T20:35:58.607295] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-25T20:35:58.607645] [INFO ] [main      ] Progress: 143/364 forecasts completed (39.3%). CFFN finished in 0.6s. ETA: 37.7s. Rate: 351.32 forecasts/min
[2025-12-25T20:35:58.618094] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.619263] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-25T20:35:58.619336] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-25T20:35:58.619376] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-25T20:35:58.620189] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:58.620251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:58.625030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:58.626366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:58.629059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:58.638395] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.643631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:58.645090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.649297] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:58.773217] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-25T20:35:58.773289] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=59.9376%)
[2025-12-25T20:35:58.773708] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-25T20:35:58.773761] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-25T20:35:58.774643] [INFO ] [main      ] Progress: 144/364 forecasts completed (39.6%). PSX finished in 0.8s. ETA: 37.6s. Rate: 351.38 forecasts/min
[2025-12-25T20:35:58.785556] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.786809] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-25T20:35:58.786869] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-25T20:35:58.786903] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-25T20:35:58.787746] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:35:58.787806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:58.789617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:58.790150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:58.791435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.810093] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:58.866677] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-25T20:35:58.866747] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.456%)
[2025-12-25T20:35:58.867133] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-25T20:35:58.867185] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-25T20:35:58.867667] [INFO ] [main      ] Progress: 145/364 forecasts completed (39.8%). CHSCL finished in 0.6s. ETA: 37.3s. Rate: 352.48 forecasts/min
[2025-12-25T20:35:58.879381] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:58.880282] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-25T20:35:58.880332] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-25T20:35:58.880363] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-25T20:35:58.881157] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:35:58.881214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:35:58.883265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:58.908929] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-24
[2025-12-25T20:35:58.982444] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.091034] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.146446] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.151155] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.206035] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-25T20:35:59.206110] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=59.1634%)
[2025-12-25T20:35:59.206460] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-25T20:35:59.206512] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-25T20:35:59.207352] [INFO ] [main      ] Progress: 146/364 forecasts completed (40.1%). POWI finished in 0.7s. ETA: 37.4s. Rate: 350.10 forecasts/min
[2025-12-25T20:35:59.219240] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.220104] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-25T20:35:59.220160] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-25T20:35:59.220192] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-25T20:35:59.221005] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:35:59.223993] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.242289] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-25T20:35:59.242358] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-4.38% (Conf=57.0941%)
[2025-12-25T20:35:59.242644] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-25T20:35:59.242693] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-25T20:35:59.243607] [INFO ] [main      ] Progress: 147/364 forecasts completed (40.4%). TERN finished in 0.6s. ETA: 37.0s. Rate: 351.99 forecasts/min
[2025-12-25T20:35:59.253708] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.254533] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-25T20:35:59.254608] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-25T20:35:59.254642] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-25T20:35:59.255406] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:59.255465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:59.260298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:59.262740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:59.321252] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.370903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:59.373285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:59.390618] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-25T20:35:59.390688] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=56.3299%)
[2025-12-25T20:35:59.391047] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-25T20:35:59.391098] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-25T20:35:59.391665] [INFO ] [main      ] Progress: 148/364 forecasts completed (40.7%). FDUS finished in 0.6s. ETA: 36.8s. Rate: 352.30 forecasts/min
[2025-12-25T20:35:59.394503] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.403295] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.404329] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-25T20:35:59.404380] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-25T20:35:59.404411] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-25T20:35:59.405202] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-25T20:35:59.405307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:59.410202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:59.412344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:59.412845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:59.413430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:59.413846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:59.414647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:35:59.415428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:35:59.418296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:35:59.486816] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-25T20:35:59.486888] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=39.9818%)
[2025-12-25T20:35:59.487356] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-25T20:35:59.487425] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-25T20:35:59.487366] [INFO ] [main      ] Progress: 149/364 forecasts completed (40.9%). ASH finished in 0.6s. ETA: 36.5s. Rate: 353.34 forecasts/min
[2025-12-25T20:35:59.499539] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.500340] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-25T20:35:59.500392] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-25T20:35:59.500423] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-25T20:35:59.501243] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:35:59.501306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:59.503040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:35:59.503585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:59.504040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:35:59.504438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:35:59.505231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:59.527983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:35:59.529772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:35:59.567939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:35:59.569161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:35:59.581741] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.614167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:35:59.615037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:35:59.616219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:35:59.689998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:35:59.690692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:35:59.692444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:35:59.695053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:35:59.696115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:35:59.698064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:35:59.698809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:59.703031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:35:59.704181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:35:59.705500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:35:59.707041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:35:59.709888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:35:59.710530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:35:59.711228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:59.713182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:35:59.714231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:35:59.714269] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.714959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:35:59.715650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-25T20:35:59.716325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:35:59.718987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:35:59.720549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:35:59.722927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:35:59.725072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:35:59.728811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:35:59.746487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:35:59.746452] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.747622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:35:59.749233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:35:59.749986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:35:59.751563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:35:59.753188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:35:59.754069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:35:59.755252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:35:59.756450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:35:59.758510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:35:59.760032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:59.847558] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-24
[2025-12-25T20:35:59.860205] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-25T20:35:59.860280] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=51.9851%)
[2025-12-25T20:35:59.860701] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-25T20:35:59.860754] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-25T20:35:59.861655] [INFO ] [main      ] Progress: 150/364 forecasts completed (41.2%). EXP finished in 0.7s. ETA: 36.6s. Rate: 350.52 forecasts/min
[2025-12-25T20:35:59.873520] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.874379] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-25T20:35:59.874430] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-25T20:35:59.874461] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-25T20:35:59.875241] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:35:59.875299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:35:59.879455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:35:59.881552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:35:59.881921] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:35:59.975770] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-25T20:35:59.975840] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=58.1507%)
[2025-12-25T20:35:59.976186] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-25T20:35:59.976244] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-25T20:35:59.977060] [INFO ] [main      ] Progress: 151/364 forecasts completed (41.5%). SHEL finished in 0.7s. ETA: 36.4s. Rate: 351.28 forecasts/min
[2025-12-25T20:35:59.987046] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-25T20:35:59.987895] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-25T20:35:59.987951] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-25T20:35:59.987981] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-25T20:35:59.988760] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:35:59.988820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:35:59.993651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:35:59.995407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:35:59.995896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:00.013541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:00.030009] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:00.098763] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-24
[2025-12-25T20:36:00.127301] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-25T20:36:00.127380] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=64.9339%)
[2025-12-25T20:36:00.127806] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-25T20:36:00.127860] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-25T20:36:00.128666] [INFO ] [main      ] Progress: 152/364 forecasts completed (41.8%). CM finished in 0.6s. ETA: 36.2s. Rate: 351.54 forecasts/min
[2025-12-25T20:36:00.141890] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:00.142705] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-25T20:36:00.142763] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-25T20:36:00.142801] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-25T20:36:00.143661] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:36:00.233695] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-24
[2025-12-25T20:36:00.271447] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:00.457013] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:00.467522] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-24
[2025-12-25T20:36:00.502057] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-24
[2025-12-25T20:36:00.535645] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-25T20:36:00.535716] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-25T20:36:00.535934] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-25T20:36:00.535981] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-25T20:36:00.536984] [INFO ] [main      ] Progress: 153/364 forecasts completed (42.0%). FTSM finished in 1.1s. ETA: 36.3s. Rate: 348.37 forecasts/min
[2025-12-25T20:36:00.547215] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:00.548134] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-25T20:36:00.548194] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-25T20:36:00.548225] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-25T20:36:00.549002] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:00.549060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:00.553897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:00.694529] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-25T20:36:00.694631] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-4.70% (Conf=46.2523%)
[2025-12-25T20:36:00.694979] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-25T20:36:00.695032] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-25T20:36:00.695704] [INFO ] [main      ] Progress: 154/364 forecasts completed (42.3%). WLDS finished in 0.8s. ETA: 36.1s. Rate: 348.55 forecasts/min
[2025-12-25T20:36:00.707998] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:00.717068] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:00.717797] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-25T20:36:00.717858] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-25T20:36:00.717890] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-25T20:36:00.720740] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:00.720836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:00.728856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:00.731505] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:00.735546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:00.736066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:00.739254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:00.770289] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-25T20:36:00.770371] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=41.3252%)
[2025-12-25T20:36:00.771015] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-25T20:36:00.771082] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-25T20:36:00.771656] [INFO ] [main      ] Progress: 155/364 forecasts completed (42.6%). EVF finished in 0.8s. ETA: 35.8s. Rate: 349.81 forecasts/min
[2025-12-25T20:36:00.779858] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-25T20:36:00.779936] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-25T20:36:00.780327] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-25T20:36:00.780378] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-25T20:36:00.780645] [INFO ] [main      ] Progress: 156/364 forecasts completed (42.9%). CIF finished in 0.7s. ETA: 35.5s. Rate: 351.95 forecasts/min
[2025-12-25T20:36:00.787904] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:00.790230] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-25T20:36:00.790343] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-25T20:36:00.790398] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-25T20:36:00.791648] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:00.791712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:00.793557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:00.794132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:00.794529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:00.795466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:00.798646] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:00.799364] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-25T20:36:00.799419] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-25T20:36:00.799451] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-25T20:36:00.800326] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:00.800392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:00.805358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:00.807197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:00.807715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:00.808136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:00.809200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:00.810462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:00.811493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:00.812526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:00.813608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:00.907265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:00.908431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:01.089842] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.213738] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.213606] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.274329] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:01.331776] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-25T20:36:01.331851] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=46.7447%)
[2025-12-25T20:36:01.332228] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-25T20:36:01.332284] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-25T20:36:01.332237] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.333217] [INFO ] [main      ] Progress: 157/364 forecasts completed (43.1%). FMN finished in 0.8s. ETA: 35.8s. Rate: 346.99 forecasts/min
[2025-12-25T20:36:01.347904] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:01.349220] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-25T20:36:01.349300] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-25T20:36:01.349335] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-25T20:36:01.350157] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:01.350224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:01.352415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:01.352995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:01.353481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:01.353989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:01.356910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:01.383697] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:01.406076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:01.407926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:01.408837] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:01.409095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:01.441259] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-25T20:36:01.441341] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=11.78% (Conf=56.3261%)
[2025-12-25T20:36:01.441778] [INFO ] [main      ] Progress: 158/364 forecasts completed (43.4%). PLUG finished in 0.7s. ETA: 35.5s. Rate: 347.81 forecasts/min
[2025-12-25T20:36:01.441920] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-25T20:36:01.441964] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-25T20:36:01.455362] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:01.456356] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-25T20:36:01.456407] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-25T20:36:01.456438] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-25T20:36:01.457258] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:01.457323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:01.462174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:01.500459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:01.501639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:01.502833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:01.504807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:01.505459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:01.506378] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:01.511353] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-25T20:36:01.511421] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=69.7337%)
[2025-12-25T20:36:01.511928] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-25T20:36:01.511984] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-25T20:36:01.512646] [INFO ] [main      ] Progress: 159/364 forecasts completed (43.7%). CPK finished in 0.7s. ETA: 35.2s. Rate: 349.11 forecasts/min
[2025-12-25T20:36:01.525471] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:01.526412] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-25T20:36:01.526463] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-25T20:36:01.526496] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-25T20:36:01.527326] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:01.527390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:01.532426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:01.534279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:01.534811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:01.535226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:01.537684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:01.539485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:01.593693] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-25T20:36:01.593766] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=33.6073%)
[2025-12-25T20:36:01.596895] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-25T20:36:01.596962] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-25T20:36:01.597635] [INFO ] [main      ] Progress: 160/364 forecasts completed (44.0%). CHSCN finished in 0.8s. ETA: 35.0s. Rate: 350.21 forecasts/min
[2025-12-25T20:36:01.614119] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:01.618179] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-25T20:36:01.618233] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-25T20:36:01.618266] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-25T20:36:01.619083] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:01.619145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:01.623208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:01.623753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:01.624172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:01.630174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:01.635382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:01.742418] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.876527] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-24
[2025-12-25T20:36:01.911506] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:01.943337] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.038244] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.045409] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.063911] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-25T20:36:02.063981] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=52.0521%)
[2025-12-25T20:36:02.064388] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-25T20:36:02.064440] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-25T20:36:02.064651] [INFO ] [main      ] Progress: 161/364 forecasts completed (44.2%). NRC finished in 0.7s. ETA: 35.2s. Rate: 346.50 forecasts/min
[2025-12-25T20:36:02.077549] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.078392] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-25T20:36:02.078448] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-25T20:36:02.078480] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-25T20:36:02.079254] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:02.079342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:02.084027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:02.084847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:02.086637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:02.087303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:02.088532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.110670] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.120189] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-25T20:36:02.120258] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=57.1138%)
[2025-12-25T20:36:02.120410] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-25T20:36:02.120452] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-25T20:36:02.121155] [INFO ] [main      ] Progress: 162/364 forecasts completed (44.5%). NOMD finished in 0.7s. ETA: 34.8s. Rate: 347.95 forecasts/min
[2025-12-25T20:36:02.133536] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.135160] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-25T20:36:02.135213] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-25T20:36:02.135243] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-25T20:36:02.136025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:02.136086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:02.140872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:02.142168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:02.143719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:02.146023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.211070] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.234755] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-25T20:36:02.234835] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=5.90% (Conf=45.3206%)
[2025-12-25T20:36:02.235258] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-25T20:36:02.235310] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-25T20:36:02.235693] [INFO ] [main      ] Progress: 163/364 forecasts completed (44.8%). CE finished in 0.7s. ETA: 34.6s. Rate: 348.66 forecasts/min
[2025-12-25T20:36:02.248412] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.249389] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-25T20:36:02.249444] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-25T20:36:02.249475] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-25T20:36:02.250255] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:02.250314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:02.251401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.300894] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-25T20:36:02.300962] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=55.4778%)
[2025-12-25T20:36:02.301452] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-25T20:36:02.301503] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-25T20:36:02.301648] [INFO ] [main      ] Progress: 164/364 forecasts completed (45.1%). KFY finished in 0.7s. ETA: 34.3s. Rate: 349.98 forecasts/min
[2025-12-25T20:36:02.313429] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.314280] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-25T20:36:02.314337] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-25T20:36:02.314369] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-25T20:36:02.315169] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:02.315228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:02.320271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:02.321404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:02.323190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.422789] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.544952] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.591099] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.592899] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.668898] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-24
[2025-12-25T20:36:02.710362] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.758030] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.759433] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-25T20:36:02.759513] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.1135%)
[2025-12-25T20:36:02.759931] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-25T20:36:02.759984] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-25T20:36:02.759958] [INFO ] [main      ] Progress: 165/364 forecasts completed (45.3%). MCK finished in 0.7s. ETA: 34.5s. Rate: 346.47 forecasts/min
[2025-12-25T20:36:02.772420] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.773388] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-25T20:36:02.773440] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-25T20:36:02.773472] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-25T20:36:02.774251] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:36:02.774583] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-25T20:36:02.774652] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=65.0245%)
[2025-12-25T20:36:02.774848] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-25T20:36:02.774902] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-25T20:36:02.775874] [INFO ] [main      ] Progress: 166/364 forecasts completed (45.6%). CTBB finished in 0.7s. ETA: 34.1s. Rate: 348.37 forecasts/min
[2025-12-25T20:36:02.788044] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.789043] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-25T20:36:02.789093] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-25T20:36:02.789123] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-25T20:36:02.789931] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:02.789992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:02.794756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:02.796504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:02.796997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:02.797441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:02.797847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:02.800460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:02.801621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:02.803181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.840103] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-25T20:36:02.840173] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=65.5839%)
[2025-12-25T20:36:02.840346] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-25T20:36:02.840390] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-25T20:36:02.841277] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:02.841654] [INFO ] [main      ] Progress: 167/364 forecasts completed (45.9%). ATRC finished in 0.6s. ETA: 33.8s. Rate: 349.67 forecasts/min
[2025-12-25T20:36:02.853722] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.854717] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-25T20:36:02.854774] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-25T20:36:02.854806] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-25T20:36:02.855563] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:02.855646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:02.860414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:02.862244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:02.862927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:36:02.864361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:02.899630] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-25T20:36:02.899711] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=3.86% (Conf=48.1351%)
[2025-12-25T20:36:02.900091] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-25T20:36:02.900141] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-25T20:36:02.900644] [INFO ] [main      ] Progress: 168/364 forecasts completed (46.2%). BDTX finished in 0.6s. ETA: 33.5s. Rate: 351.04 forecasts/min
[2025-12-25T20:36:02.912545] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:02.913418] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-25T20:36:02.913474] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-25T20:36:02.913506] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-25T20:36:02.914333] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:02.914393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:02.917091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:02.918717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:02.921086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:02.922168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:03.115847] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.138495] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.198274] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.257837] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.286627] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:03.308392] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:03.362428] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-25T20:36:03.362501] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.4718%)
[2025-12-25T20:36:03.362976] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-25T20:36:03.363030] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-25T20:36:03.363037] [INFO ] [main      ] Progress: 169/364 forecasts completed (46.4%). BLCN finished in 0.6s. ETA: 33.7s. Rate: 347.53 forecasts/min
[2025-12-25T20:36:03.371935] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:03.375708] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:03.376465] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-25T20:36:03.376516] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-25T20:36:03.376547] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-25T20:36:03.377346] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:03.377408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:03.379093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:03.379644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:03.380090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:03.380479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:03.381137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:03.383115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:03.386976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:03.388012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:03.392145] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-25T20:36:03.392213] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=41.7043%)
[2025-12-25T20:36:03.392412] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-25T20:36:03.392457] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-25T20:36:03.393413] [INFO ] [main      ] Progress: 170/364 forecasts completed (46.7%). MSBI finished in 0.6s. ETA: 33.3s. Rate: 349.22 forecasts/min
[2025-12-25T20:36:03.405904] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:03.406652] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-25T20:36:03.406702] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-25T20:36:03.407058] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-25T20:36:03.407851] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:03.407915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:03.412662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:03.432500] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:03.442862] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-25T20:36:03.442937] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=50.639%)
[2025-12-25T20:36:03.443336] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-25T20:36:03.443387] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-25T20:36:03.443650] [INFO ] [main      ] Progress: 171/364 forecasts completed (47.0%). BHFAO finished in 0.6s. ETA: 33.0s. Rate: 350.67 forecasts/min
[2025-12-25T20:36:03.456381] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:03.457214] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-25T20:36:03.457269] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-25T20:36:03.457300] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-25T20:36:03.458074] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:03.458135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:03.459807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:03.460560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:03.461787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:03.464620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:03.493506] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-25T20:36:03.493591] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=60.7163%)
[2025-12-25T20:36:03.494044] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-25T20:36:03.494095] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-25T20:36:03.494623] [INFO ] [main      ] Progress: 172/364 forecasts completed (47.3%). RMM finished in 0.6s. ETA: 32.7s. Rate: 352.11 forecasts/min
[2025-12-25T20:36:03.505674] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:03.506777] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-25T20:36:03.506830] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-25T20:36:03.506861] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-25T20:36:03.507650] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:03.507714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:03.512454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:03.514248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:03.514744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:03.515178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:03.515928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:03.518194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:03.520761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-25T20:36:03.519363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:03.522320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:03.523260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:03.526782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:03.741229] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.799970] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.864082] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.869588] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-24
[2025-12-25T20:36:03.910686] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:03.966374] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.030939] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-25T20:36:04.031019] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=51.7198%)
[2025-12-25T20:36:04.031423] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-25T20:36:04.031476] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-25T20:36:04.032670] [INFO ] [main      ] Progress: 173/364 forecasts completed (47.5%). MCRI finished in 0.7s. ETA: 33.0s. Rate: 347.77 forecasts/min
[2025-12-25T20:36:04.036088] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.040821] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.045978] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.046869] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-25T20:36:04.046923] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-25T20:36:04.046956] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-25T20:36:04.047798] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:04.047884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:04.050431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:04.052241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:04.097396] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-25T20:36:04.097469] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=63.3303%)
[2025-12-25T20:36:04.097702] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-25T20:36:04.097751] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-25T20:36:04.098562] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-25T20:36:04.098652] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=55.6902%)
[2025-12-25T20:36:04.098833] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-25T20:36:04.098883] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-25T20:36:04.098897] [INFO ] [main      ] Progress: 174/364 forecasts completed (47.8%). SVC finished in 0.7s. ETA: 32.7s. Rate: 349.01 forecasts/min
[2025-12-25T20:36:04.099786] [INFO ] [main      ] Progress: 175/364 forecasts completed (48.1%). ACCO finished in 0.6s. ETA: 32.3s. Rate: 351.01 forecasts/min
[2025-12-25T20:36:04.102760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:04.104914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:04.106245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.109968] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.110836] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.111004] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-25T20:36:04.111058] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-25T20:36:04.111089] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-25T20:36:04.111647] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-25T20:36:04.111703] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-25T20:36:04.111736] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-25T20:36:04.111896] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:04.111957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:04.112527] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:04.112620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:04.114430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.115026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:04.117496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.195302] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-25T20:36:04.195372] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=52.596%)
[2025-12-25T20:36:04.195528] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-25T20:36:04.195773] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-25T20:36:04.197761] [INFO ] [main      ] Progress: 176/364 forecasts completed (48.4%). MHK finished in 0.8s. ETA: 32.1s. Rate: 351.86 forecasts/min
[2025-12-25T20:36:04.209341] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.210542] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-25T20:36:04.210617] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-25T20:36:04.210650] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-25T20:36:04.211408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:04.211467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:04.216234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:04.218068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:04.218744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:04.219330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:04.220523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.446407] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-24
[2025-12-25T20:36:04.459162] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-24
[2025-12-25T20:36:04.475684] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-24
[2025-12-25T20:36:04.562886] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-24
[2025-12-25T20:36:04.626277] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.635755] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.656899] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.715681] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-25T20:36:04.715761] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=55.1091%)
[2025-12-25T20:36:04.716224] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-25T20:36:04.716282] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-25T20:36:04.716667] [INFO ] [main      ] Progress: 177/364 forecasts completed (48.6%). CMCSA finished in 0.6s. ETA: 32.3s. Rate: 347.84 forecasts/min
[2025-12-25T20:36:04.728238] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.729306] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-25T20:36:04.729360] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-25T20:36:04.729392] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-25T20:36:04.730245] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:04.730308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:04.732073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:04.732668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:04.733663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:04.734858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.734865] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:04.737527] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-25T20:36:04.737615] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=14.57% (Conf=45.3251%)
[2025-12-25T20:36:04.738105] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-25T20:36:04.738157] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-25T20:36:04.738646] [INFO ] [main      ] Progress: 178/364 forecasts completed (48.9%). ERNA finished in 0.6s. ETA: 31.9s. Rate: 349.56 forecasts/min
[2025-12-25T20:36:04.743059] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-25T20:36:04.743127] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=55.2883%)
[2025-12-25T20:36:04.743542] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-25T20:36:04.743610] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-25T20:36:04.744436] [INFO ] [main      ] Progress: 179/364 forecasts completed (49.2%). PLD finished in 0.7s. ETA: 31.6s. Rate: 351.45 forecasts/min
[2025-12-25T20:36:04.752323] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.753029] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-25T20:36:04.753079] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-25T20:36:04.753110] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-25T20:36:04.753885] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:04.753946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:04.755633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:04.756133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:04.756518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:04.756960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:04.756929] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.757955] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-25T20:36:04.758018] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-25T20:36:04.758051] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-25T20:36:04.758042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:04.758926] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:04.758991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:04.759951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:04.760053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.762059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:04.768591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:04.770841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:04.771645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:04.795058] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-25T20:36:04.795130] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=45.3159%)
[2025-12-25T20:36:04.795614] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-25T20:36:04.795666] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-25T20:36:04.795663] [INFO ] [main      ] Progress: 180/364 forecasts completed (49.5%). OPAL finished in 0.6s. ETA: 31.3s. Rate: 352.83 forecasts/min
[2025-12-25T20:36:04.809479] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:04.810528] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-25T20:36:04.810597] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-25T20:36:04.810629] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-25T20:36:04.811382] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:04.811443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:04.813131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:04.813656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:04.814048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:04.814789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:04.817078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:04.818707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:05.081990] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.104313] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.113122] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.182863] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.251873] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.277924] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.283033] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.315675] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-25T20:36:05.315748] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=46.2726%)
[2025-12-25T20:36:05.316140] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-25T20:36:05.316190] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-25T20:36:05.316184] [INFO ] [main      ] Progress: 181/364 forecasts completed (49.7%). CSQ finished in 0.6s. ETA: 31.5s. Rate: 348.85 forecasts/min
[2025-12-25T20:36:05.327414] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:05.329429] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-25T20:36:05.329483] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-25T20:36:05.329514] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-25T20:36:05.330493] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:05.330557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:05.335325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:05.337097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:05.337583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:05.337971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:05.338885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:05.344013] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-25T20:36:05.344083] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=55.1053%)
[2025-12-25T20:36:05.344428] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-25T20:36:05.344478] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-25T20:36:05.345286] [INFO ] [main      ] Progress: 182/364 forecasts completed (50.0%). ARCC finished in 0.6s. ETA: 31.2s. Rate: 350.45 forecasts/min
[2025-12-25T20:36:05.356374] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-25T20:36:05.356438] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=47.6917%)
[2025-12-25T20:36:05.356796] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-25T20:36:05.356847] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-25T20:36:05.357618] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:05.357703] [INFO ] [main      ] Progress: 183/364 forecasts completed (50.3%). PEB finished in 0.6s. ETA: 30.8s. Rate: 352.24 forecasts/min
[2025-12-25T20:36:05.358424] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-25T20:36:05.358474] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-25T20:36:05.358506] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-25T20:36:05.359301] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:05.359365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:05.364189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:05.366038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:05.366529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:05.366933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:05.369797] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:05.370615] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-25T20:36:05.370664] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-25T20:36:05.370696] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-25T20:36:05.371446] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:05.371514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:05.372232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:05.381782] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.388250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:05.390017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:05.392326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:05.393428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:05.410668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:05.416897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:05.419899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:05.424122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:36:05.425002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:05.427836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:05.554853] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-25T20:36:05.554936] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=51.7231%)
[2025-12-25T20:36:05.555601] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-25T20:36:05.555665] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-25T20:36:05.555710] [INFO ] [main      ] Progress: 184/364 forecasts completed (50.5%). VRTX finished in 0.8s. ETA: 30.7s. Rate: 351.93 forecasts/min
[2025-12-25T20:36:05.569044] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:05.571781] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-25T20:36:05.571837] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-25T20:36:05.571869] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-25T20:36:05.572648] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:05.572707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:05.577459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:05.579964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:05.584137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:05.731465] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.755728] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.769143] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.901477] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.921524] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-24
[2025-12-25T20:36:05.930673] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.944160] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:05.983736] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-25T20:36:05.983811] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=40.7657%)
[2025-12-25T20:36:05.984193] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-25T20:36:05.984246] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-25T20:36:05.985225] [INFO ] [main      ] Progress: 185/364 forecasts completed (50.8%). CRMD finished in 0.7s. ETA: 30.8s. Rate: 349.06 forecasts/min
[2025-12-25T20:36:05.995468] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:05.996416] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-25T20:36:05.996469] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-25T20:36:05.996500] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-25T20:36:05.997362] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:05.997425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:06.002265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:06.011878] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-25T20:36:06.011949] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-6.20% (Conf=55.1157%)
[2025-12-25T20:36:06.012317] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-25T20:36:06.012367] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-25T20:36:06.012684] [INFO ] [main      ] Progress: 186/364 forecasts completed (51.1%). MBIN finished in 0.7s. ETA: 30.5s. Rate: 350.65 forecasts/min
[2025-12-25T20:36:06.025402] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.026389] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-25T20:36:06.026447] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-25T20:36:06.026478] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-25T20:36:06.027275] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:06.027334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.029080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:06.029648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:06.030041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:06.032471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:06.033509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.071744] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-25T20:36:06.071815] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=54.3049%)
[2025-12-25T20:36:06.072208] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-25T20:36:06.072258] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-25T20:36:06.073661] [INFO ] [main      ] Progress: 187/364 forecasts completed (51.4%). BLTE finished in 0.7s. ETA: 30.2s. Rate: 351.86 forecasts/min
[2025-12-25T20:36:06.085821] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.087042] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-25T20:36:06.087096] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-25T20:36:06.087128] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-25T20:36:06.087949] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:06.088009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.088343] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:06.089733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:06.090241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:06.090707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:06.091103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:06.091993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:06.094372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.115663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:06.116739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.147784] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-25T20:36:06.147854] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=49.2825%)
[2025-12-25T20:36:06.148250] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-25T20:36:06.148302] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-25T20:36:06.148665] [INFO ] [main      ] Progress: 188/364 forecasts completed (51.6%). NXGL finished in 0.6s. ETA: 29.9s. Rate: 352.91 forecasts/min
[2025-12-25T20:36:06.161022] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.161930] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-25T20:36:06.161989] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-25T20:36:06.162020] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-25T20:36:06.162799] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:06.162858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.164514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:06.165038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:06.165424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:06.273230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.374379] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-24
[2025-12-25T20:36:06.436362] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-24
[2025-12-25T20:36:06.471592] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-24
[2025-12-25T20:36:06.547724] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:06.613607] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-25T20:36:06.613677] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=53.7471%)
[2025-12-25T20:36:06.614167] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-25T20:36:06.614220] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-25T20:36:06.614499] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-24
[2025-12-25T20:36:06.614661] [INFO ] [main      ] Progress: 189/364 forecasts completed (51.9%). ABL finished in 0.6s. ETA: 30.0s. Rate: 349.69 forecasts/min
[2025-12-25T20:36:06.618403] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:06.627675] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.628835] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-25T20:36:06.628891] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-25T20:36:06.628922] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-25T20:36:06.629788] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:06.629848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.631532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:06.632081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:06.632977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.660301] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:06.679951] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-25T20:36:06.680028] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=59.9368%)
[2025-12-25T20:36:06.680398] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-25T20:36:06.680448] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-25T20:36:06.680661] [INFO ] [main      ] Progress: 190/364 forecasts completed (52.2%). COTY finished in 0.6s. ETA: 29.8s. Rate: 350.82 forecasts/min
[2025-12-25T20:36:06.694529] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.696074] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-25T20:36:06.696319] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-25T20:36:06.696350] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-25T20:36:06.697321] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:06.697381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:06.698146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:06.699425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.701523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:06.703364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.736269] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-25T20:36:06.736342] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.5233%)
[2025-12-25T20:36:06.736736] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-25T20:36:06.736789] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-25T20:36:06.737827] [INFO ] [main      ] Progress: 191/364 forecasts completed (52.5%). MCBS finished in 0.8s. ETA: 29.5s. Rate: 352.05 forecasts/min
[2025-12-25T20:36:06.749501] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.750311] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-25T20:36:06.750367] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-25T20:36:06.750399] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-25T20:36:06.751552] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:06.751646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:06.756559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:06.757525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:06.759618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:06.786657] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:06.836922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:06.840163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:06.841280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:06.892537] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-25T20:36:06.892635] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=59.2726%)
[2025-12-25T20:36:06.893017] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-25T20:36:06.893070] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-25T20:36:06.893732] [INFO ] [main      ] Progress: 192/364 forecasts completed (52.7%). CF finished in 0.7s. ETA: 29.3s. Rate: 352.21 forecasts/min
[2025-12-25T20:36:06.906810] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:06.907587] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-25T20:36:06.907646] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-25T20:36:06.907679] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-25T20:36:06.908505] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:06.908589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:06.910414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:06.911009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:06.962710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:06.974693] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-24
[2025-12-25T20:36:06.981176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:36:06.982688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:06.984417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.046302] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.143061] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.186886] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.207904] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-25T20:36:07.207977] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=46.355%)
[2025-12-25T20:36:07.208462] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-25T20:36:07.208517] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-25T20:36:07.208667] [INFO ] [main      ] Progress: 193/364 forecasts completed (53.0%). HTD finished in 0.6s. ETA: 29.3s. Rate: 350.67 forecasts/min
[2025-12-25T20:36:07.217653] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.222351] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.223227] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-25T20:36:07.223280] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-25T20:36:07.223311] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-25T20:36:07.224168] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:07.224231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:07.229095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:07.230983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:07.231486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:07.231902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:07.331654] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.339628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:07.340981] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-25T20:36:07.341051] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=59.4912%)
[2025-12-25T20:36:07.341396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.341497] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-25T20:36:07.341549] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-25T20:36:07.341694] [INFO ] [main      ] Progress: 194/364 forecasts completed (53.3%). DKS finished in 0.7s. ETA: 29.1s. Rate: 351.07 forecasts/min
[2025-12-25T20:36:07.354369] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.355297] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-25T20:36:07.355348] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-25T20:36:07.355379] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-25T20:36:07.356160] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:07.356222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:07.357947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:07.358471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:07.358901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:07.359844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:07.361526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:07.363638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.377546] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.452051] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-25T20:36:07.452126] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=3.07% (Conf=55.3167%)
[2025-12-25T20:36:07.452658] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-25T20:36:07.452529] [INFO ] [main      ] Progress: 195/364 forecasts completed (53.6%). AUDC finished in 0.7s. ETA: 28.8s. Rate: 351.70 forecasts/min
[2025-12-25T20:36:07.452709] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-25T20:36:07.464682] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.465565] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-25T20:36:07.465662] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-25T20:36:07.465710] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-25T20:36:07.466595] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:07.466663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:07.505329] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.508704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:07.510158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:07.512174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:07.515028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.650352] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-25T20:36:07.650425] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=61.376%)
[2025-12-25T20:36:07.650832] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-25T20:36:07.650884] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-25T20:36:07.651659] [INFO ] [main      ] Progress: 196/364 forecasts completed (53.8%). KEYS finished in 0.8s. ETA: 28.7s. Rate: 351.40 forecasts/min
[2025-12-25T20:36:07.664133] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.665176] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-25T20:36:07.665232] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-25T20:36:07.665264] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-25T20:36:07.666127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:07.666190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:07.671813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:07.673873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:07.674456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:07.674882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.678993] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.726641] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.850528] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.851139] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-24
[2025-12-25T20:36:07.897978] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:07.922623] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-25T20:36:07.922697] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=3.73% (Conf=57.2377%)
[2025-12-25T20:36:07.922852] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-25T20:36:07.922896] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-25T20:36:07.924688] [INFO ] [main      ] Progress: 197/364 forecasts completed (54.1%). KPTI finished in 0.7s. ETA: 28.6s. Rate: 350.34 forecasts/min
[2025-12-25T20:36:07.937205] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.937992] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-25T20:36:07.938042] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-25T20:36:07.938073] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-25T20:36:07.938847] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:07.942133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:07.947021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:07.948840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:07.949360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:07.949783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:07.976814] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-25T20:36:07.976891] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=54.0217%)
[2025-12-25T20:36:07.977098] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-25T20:36:07.977144] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-25T20:36:07.978681] [INFO ] [main      ] Progress: 198/364 forecasts completed (54.4%). SRFM finished in 0.6s. ETA: 28.3s. Rate: 351.55 forecasts/min
[2025-12-25T20:36:07.991971] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:07.992779] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-25T20:36:07.992837] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-25T20:36:07.992868] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-25T20:36:07.993675] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:07.993739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:07.996163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:07.997869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:08.022866] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-24
[2025-12-25T20:36:08.034909] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.047539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:08.052308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:08.066525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:08.067970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:36:08.069440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:08.155536] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-25T20:36:08.155626] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-4.64% (Conf=62.3143%)
[2025-12-25T20:36:08.155993] [INFO ] [main      ] Progress: 199/364 forecasts completed (54.7%). MRVL finished in 0.7s. ETA: 28.2s. Rate: 351.48 forecasts/min
[2025-12-25T20:36:08.156120] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-25T20:36:08.156162] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-25T20:36:08.166798] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.167605] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-25T20:36:08.167657] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-25T20:36:08.167688] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-25T20:36:08.168453] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:08.168514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:08.169447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:08.196614] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.220771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:08.222088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:08.224048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:08.226795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:08.254427] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-25T20:36:08.254498] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=61.1927%)
[2025-12-25T20:36:08.254984] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-25T20:36:08.255037] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-25T20:36:08.255653] [INFO ] [main      ] Progress: 200/364 forecasts completed (54.9%). ARI finished in 0.6s. ETA: 27.9s. Rate: 352.22 forecasts/min
[2025-12-25T20:36:08.268364] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.269447] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-25T20:36:08.269508] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-25T20:36:08.269540] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-25T20:36:08.270536] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:08.270619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:08.275759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:08.277678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:08.278163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:08.278562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:08.279475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:08.280406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:08.281019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:08.305346] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-24
[2025-12-25T20:36:08.409797] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-24
[2025-12-25T20:36:08.478206] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.567849] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-24
[2025-12-25T20:36:08.602199] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.609973] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-25T20:36:08.610044] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=56.7246%)
[2025-12-25T20:36:08.610445] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-25T20:36:08.610496] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-25T20:36:08.610639] [INFO ] [main      ] Progress: 201/364 forecasts completed (55.2%). SMTC finished in 0.7s. ETA: 27.9s. Rate: 350.33 forecasts/min
[2025-12-25T20:36:08.622075] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-24
[2025-12-25T20:36:08.623856] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.624954] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-25T20:36:08.625023] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-25T20:36:08.625054] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-25T20:36:08.625962] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:08.626031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:08.669254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:08.670849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:36:08.672233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:08.744728] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.745942] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-25T20:36:08.746033] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=27.7051%)
[2025-12-25T20:36:08.746510] [INFO ] [main      ] Progress: 202/364 forecasts completed (55.5%). EVSD finished in 0.8s. ETA: 27.7s. Rate: 350.69 forecasts/min
[2025-12-25T20:36:08.746671] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-25T20:36:08.746727] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-25T20:36:08.765706] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.766600] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-25T20:36:08.766657] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-25T20:36:08.766689] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-25T20:36:08.767526] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:08.767611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:08.769461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:08.770090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:08.770496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:08.771439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:08.795668] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:08.827886] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-25T20:36:08.827961] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=64.0327%)
[2025-12-25T20:36:08.828390] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-25T20:36:08.828450] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-25T20:36:08.828663] [INFO ] [main      ] Progress: 203/364 forecasts completed (55.8%). PRFZ finished in 0.7s. ETA: 27.5s. Rate: 351.59 forecasts/min
[2025-12-25T20:36:08.840100] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.841219] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-25T20:36:08.841275] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-25T20:36:08.841307] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-25T20:36:08.842159] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:08.842224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:08.847378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:08.886503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:08.888879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:36:08.889731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:08.941164] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-25T20:36:08.941239] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=63.5582%)
[2025-12-25T20:36:08.941452] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-25T20:36:08.941505] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-25T20:36:08.943666] [INFO ] [main      ] Progress: 204/364 forecasts completed (56.0%). ULTA finished in 0.7s. ETA: 27.3s. Rate: 352.15 forecasts/min
[2025-12-25T20:36:08.954712] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:08.955536] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-25T20:36:08.955607] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-25T20:36:08.955641] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-25T20:36:08.956422] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:08.956481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:08.965833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:08.967821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.004998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:09.007999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.014555] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.180528] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:09.230773] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.272080] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-25T20:36:09.272168] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=48.5815%)
[2025-12-25T20:36:09.272552] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-25T20:36:09.272618] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-25T20:36:09.272666] [INFO ] [main      ] Progress: 205/364 forecasts completed (56.3%). PKX finished in 0.7s. ETA: 27.2s. Rate: 350.56 forecasts/min
[2025-12-25T20:36:09.285464] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:09.288340] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-25T20:36:09.288401] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-25T20:36:09.288432] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-25T20:36:09.289214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:09.289312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:09.291017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:09.291525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:09.292561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:09.294557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.314680] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.346829] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.402374] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:09.488891] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:09.520163] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:09.532775] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-25T20:36:09.532853] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=52.9318%)
[2025-12-25T20:36:09.533269] [INFO ] [main      ] Progress: 206/364 forecasts completed (56.6%). AMGN finished in 0.8s. ETA: 27.1s. Rate: 349.67 forecasts/min
[2025-12-25T20:36:09.533424] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-25T20:36:09.533469] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-25T20:36:09.547138] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:09.547964] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-25T20:36:09.548065] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-25T20:36:09.548099] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-25T20:36:09.548934] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:09.548999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:09.553829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:09.554488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:09.554983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:09.559259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:36:09.560161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:09.561401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:09.563491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.571496] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-25T20:36:09.571583] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-7.77% (Conf=53.2489%)
[2025-12-25T20:36:09.572060] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-25T20:36:09.572105] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-25T20:36:09.571970] [INFO ] [main      ] Progress: 207/364 forecasts completed (56.9%). DRIO finished in 0.7s. ETA: 26.8s. Rate: 350.98 forecasts/min
[2025-12-25T20:36:09.583962] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:09.585129] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-25T20:36:09.585192] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-25T20:36:09.585232] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-25T20:36:09.586226] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:09.586300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:09.588275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:09.588862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:09.589263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:09.590221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:09.633470] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.633928] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-25T20:36:09.634007] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=58.1687%)
[2025-12-25T20:36:09.634384] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-25T20:36:09.634435] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-25T20:36:09.635250] [INFO ] [main      ] Progress: 208/364 forecasts completed (57.1%). HALO finished in 0.7s. ETA: 26.6s. Rate: 352.05 forecasts/min
[2025-12-25T20:36:09.647974] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:09.648844] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-25T20:36:09.648897] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-25T20:36:09.648927] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-25T20:36:09.649920] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:09.650009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:09.705404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:09.706126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:09.708175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.709441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:36:09.710948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:09.712147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:09.800521] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:09.915609] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-24
[2025-12-25T20:36:09.925360] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-25T20:36:09.925430] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=57.2798%)
[2025-12-25T20:36:09.925844] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-25T20:36:09.925895] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-25T20:36:09.926667] [INFO ] [main      ] Progress: 209/364 forecasts completed (57.4%). TRI finished in 0.7s. ETA: 26.5s. Rate: 350.86 forecasts/min
[2025-12-25T20:36:09.939051] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:09.940024] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-25T20:36:09.940085] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-25T20:36:09.940117] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-25T20:36:09.940952] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:09.941015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:09.942224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:10.020145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.053747] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.077025] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.091729] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.178080] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-25T20:36:10.178157] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.8799%)
[2025-12-25T20:36:10.178324] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-25T20:36:10.178369] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-25T20:36:10.179671] [INFO ] [main      ] Progress: 210/364 forecasts completed (57.7%). PRAA finished in 0.6s. ETA: 26.4s. Rate: 350.06 forecasts/min
[2025-12-25T20:36:10.192784] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.193961] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-25T20:36:10.194020] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-25T20:36:10.194055] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-25T20:36:10.194964] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:10.195035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:10.195836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:10.230192] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.256534] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.275042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:10.277119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:10.277627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:10.278720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:10.280386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:10.281447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:10.282221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.318138] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-25T20:36:10.318208] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=64.553%)
[2025-12-25T20:36:10.318633] [INFO ] [main      ] Progress: 211/364 forecasts completed (58.0%). MGA finished in 0.7s. ETA: 26.2s. Rate: 350.37 forecasts/min
[2025-12-25T20:36:10.318766] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-25T20:36:10.318810] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-25T20:36:10.324956] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-25T20:36:10.325404] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=53.0749%)
[2025-12-25T20:36:10.325804] [INFO ] [main      ] Progress: 212/364 forecasts completed (58.2%). HBNC finished in 0.8s. ETA: 25.9s. Rate: 351.96 forecasts/min
[2025-12-25T20:36:10.325940] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-25T20:36:10.325984] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-25T20:36:10.333217] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.334095] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-25T20:36:10.334152] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-25T20:36:10.334185] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-25T20:36:10.335004] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:10.335066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:10.336809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:10.337355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:10.337829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:10.338796] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.339652] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-25T20:36:10.339709] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-25T20:36:10.339742] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-25T20:36:10.340553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:10.340634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:10.342380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:10.342928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:10.343388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:10.344054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.359863] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.449239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.529769] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.586541] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-25T20:36:10.586631] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=2.44% (Conf=52.7865%)
[2025-12-25T20:36:10.587027] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-25T20:36:10.587084] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-25T20:36:10.588666] [INFO ] [main      ] Progress: 213/364 forecasts completed (58.5%). OMEX finished in 0.7s. ETA: 25.8s. Rate: 351.07 forecasts/min
[2025-12-25T20:36:10.600657] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.601516] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-25T20:36:10.601567] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-25T20:36:10.601618] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-25T20:36:10.602390] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:36:10.602455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:10.603179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:10.624486] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.703918] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.718754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:10.720761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:10.721995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:10.723160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:10.724887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:10.725357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:10.726426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:10.728393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:36:10.730088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.788734] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-24
[2025-12-25T20:36:10.794476] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.863006] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-25T20:36:10.863079] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=50.4859%)
[2025-12-25T20:36:10.863488] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-25T20:36:10.863541] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-25T20:36:10.864333] [INFO ] [main      ] Progress: 214/364 forecasts completed (58.8%). UXIN finished in 0.7s. ETA: 25.7s. Rate: 350.07 forecasts/min
[2025-12-25T20:36:10.876911] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.877721] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-25T20:36:10.877779] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-25T20:36:10.877811] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-25T20:36:10.878622] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:10.878686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:10.880054] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.883727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:10.885632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:10.886123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:10.886524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:10.887435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:10.944674] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-25T20:36:10.944746] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=58.2656%)
[2025-12-25T20:36:10.945148] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-25T20:36:10.945199] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-25T20:36:10.945660] [INFO ] [main      ] Progress: 215/364 forecasts completed (59.1%). NFBK finished in 0.6s. ETA: 25.5s. Rate: 350.93 forecasts/min
[2025-12-25T20:36:10.956052] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:10.956862] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-25T20:36:10.956913] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-25T20:36:10.956943] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-25T20:36:10.957732] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:10.957791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:10.958861] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:10.962711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:10.964813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.029213] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-25T20:36:11.029316] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=5.77% (Conf=44.1431%)
[2025-12-25T20:36:11.029764] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-25T20:36:11.029820] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-25T20:36:11.029908] [INFO ] [main      ] Progress: 216/364 forecasts completed (59.3%). PUBM finished in 0.7s. ETA: 25.2s. Rate: 351.75 forecasts/min
[2025-12-25T20:36:11.043836] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.045287] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-25T20:36:11.045348] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-25T20:36:11.045382] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-25T20:36:11.046251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:11.046317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:11.051308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:11.052337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:11.055087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:11.057280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:11.058391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.080917] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.230160] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.258172] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:11.318858] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.342473] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-25T20:36:11.342546] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=56.0922%)
[2025-12-25T20:36:11.342974] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-25T20:36:11.343027] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-25T20:36:11.345677] [INFO ] [main      ] Progress: 217/364 forecasts completed (59.6%). HOMB finished in 0.8s. ETA: 25.2s. Rate: 350.38 forecasts/min
[2025-12-25T20:36:11.361934] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.363010] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-25T20:36:11.363065] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-25T20:36:11.363116] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-25T20:36:11.363979] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:11.364039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:11.368810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:11.369688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:11.370252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.399674] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.411717] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:11.499636] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:11.501100] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-25T20:36:11.501190] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=16.12% (Conf=43.6884%)
[2025-12-25T20:36:11.501591] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-25T20:36:11.501643] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-25T20:36:11.503661] [INFO ] [main      ] Progress: 218/364 forecasts completed (59.9%). NAAS finished in 0.6s. ETA: 25.0s. Rate: 350.50 forecasts/min
[2025-12-25T20:36:11.514464] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.515300] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-25T20:36:11.515360] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-25T20:36:11.515398] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-25T20:36:11.516393] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:11.516465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:11.521447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:11.522196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.560328] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-25T20:36:11.560398] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=60.9547%)
[2025-12-25T20:36:11.560799] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-25T20:36:11.560853] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-25T20:36:11.561632] [INFO ] [main      ] Progress: 219/364 forecasts completed (60.2%). KRNY finished in 0.6s. ETA: 24.7s. Rate: 351.56 forecasts/min
[2025-12-25T20:36:11.571313] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:11.573004] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.574093] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-25T20:36:11.574146] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-25T20:36:11.574178] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-25T20:36:11.575005] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:11.575068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:11.576814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:11.577420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:11.577851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:11.629566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:11.631027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:11.631754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.643655] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-25T20:36:11.643736] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=52.4144%)
[2025-12-25T20:36:11.644208] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-25T20:36:11.644276] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-25T20:36:11.645650] [INFO ] [main      ] Progress: 220/364 forecasts completed (60.4%). MCI finished in 0.6s. ETA: 24.5s. Rate: 352.38 forecasts/min
[2025-12-25T20:36:11.660221] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.662185] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-25T20:36:11.662243] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-25T20:36:11.662276] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-25T20:36:11.663058] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:11.663120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:11.668678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:11.670437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:11.670929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:11.671318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:11.673646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:11.677602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:11.711488] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.873417] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-24
[2025-12-25T20:36:11.883613] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:11.948504] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-25T20:36:11.948593] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=62.9295%)
[2025-12-25T20:36:11.948996] [INFO ] [main      ] Progress: 221/364 forecasts completed (60.7%). SUNS finished in 0.6s. ETA: 24.4s. Rate: 351.13 forecasts/min
[2025-12-25T20:36:11.949125] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-25T20:36:11.949171] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-25T20:36:11.962298] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:11.963176] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-25T20:36:11.963234] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-25T20:36:11.963267] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-25T20:36:11.964062] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:11.964125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:11.965860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:11.966368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:11.966794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:11.967537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:11.968383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:12.016070] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.017556] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.047472] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.057221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.125239] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-25T20:36:12.125314] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=65.8947%)
[2025-12-25T20:36:12.125540] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-25T20:36:12.125603] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-25T20:36:12.126707] [INFO ] [main      ] Progress: 222/364 forecasts completed (61.0%). WBX finished in 0.6s. ETA: 24.3s. Rate: 351.07 forecasts/min
[2025-12-25T20:36:12.139974] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.140737] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-25T20:36:12.140795] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-25T20:36:12.140828] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-25T20:36:12.141645] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:12.141711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:12.143426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:12.144010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:12.145099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:12.149443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:12.150855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:12.151538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:36:12.152273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:12.153399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:12.155448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.193679] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.207059] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.272163] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-25T20:36:12.272233] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=50.1663%)
[2025-12-25T20:36:12.272395] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-25T20:36:12.272462] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-25T20:36:12.273547] [INFO ] [main      ] Progress: 223/364 forecasts completed (61.3%). NABL finished in 0.7s. ETA: 24.1s. Rate: 351.29 forecasts/min
[2025-12-25T20:36:12.284267] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.285660] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-25T20:36:12.285711] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-25T20:36:12.285743] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-25T20:36:12.286525] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:12.286602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:12.291422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:12.292251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:12.293079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.398874] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.405096] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-25T20:36:12.405167] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=58.5843%)
[2025-12-25T20:36:12.405539] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-25T20:36:12.405605] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-25T20:36:12.405664] [INFO ] [main      ] Progress: 224/364 forecasts completed (61.5%). TSDD finished in 0.8s. ETA: 23.9s. Rate: 351.65 forecasts/min
[2025-12-25T20:36:12.418716] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.419655] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-25T20:36:12.419710] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-25T20:36:12.419741] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-25T20:36:12.420528] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:12.420612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:12.425534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:12.426509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:12.507101] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.539116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.572205] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.637041] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.652868] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-25T20:36:12.652972] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=51.7626%)
[2025-12-25T20:36:12.653442] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-25T20:36:12.653496] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-25T20:36:12.654633] [INFO ] [main      ] Progress: 225/364 forecasts completed (61.8%). NLOP finished in 0.7s. ETA: 23.8s. Rate: 350.93 forecasts/min
[2025-12-25T20:36:12.667453] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.668623] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-25T20:36:12.668692] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-25T20:36:12.668725] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-25T20:36:12.669686] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:12.669759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:12.674863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:12.676901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:12.677437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:12.677861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:12.677832] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.680417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:12.683289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.742423] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-25T20:36:12.742515] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=44.8688%)
[2025-12-25T20:36:12.742926] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-25T20:36:12.742980] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-25T20:36:12.743716] [INFO ] [main      ] Progress: 226/364 forecasts completed (62.1%). SHY finished in 0.6s. ETA: 23.5s. Rate: 351.68 forecasts/min
[2025-12-25T20:36:12.757815] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.758706] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-25T20:36:12.758766] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-25T20:36:12.758805] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-25T20:36:12.759696] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:12.759770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:12.765022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:12.765919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:12.766824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:12.768154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:12.771300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:12.772381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:12.813355] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:12.884333] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-24
[2025-12-25T20:36:12.903614] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-25T20:36:12.903687] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=36.3287%)
[2025-12-25T20:36:12.904181] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-25T20:36:12.904235] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-25T20:36:12.904711] [INFO ] [main      ] Progress: 227/364 forecasts completed (62.4%). WBTN finished in 0.6s. ETA: 23.4s. Rate: 351.77 forecasts/min
[2025-12-25T20:36:12.916133] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:12.917021] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-25T20:36:12.917073] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-25T20:36:12.917103] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-25T20:36:12.917913] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:12.917983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:12.922826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:12.923655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:12.924795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:12.928800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:12.929980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.035331] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.052837] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.114386] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.170447] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-25T20:36:13.170518] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=57.2026%)
[2025-12-25T20:36:13.170932] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-25T20:36:13.170985] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-25T20:36:13.172650] [INFO ] [main      ] Progress: 228/364 forecasts completed (62.6%). TM finished in 0.8s. ETA: 23.3s. Rate: 350.89 forecasts/min
[2025-12-25T20:36:13.184359] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.185438] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-25T20:36:13.185502] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-25T20:36:13.185536] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-25T20:36:13.186461] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:13.186528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:13.188384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:13.188950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:13.189396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:13.190284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:13.191859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.206445] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.270007] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-25T20:36:13.270095] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-2.53% (Conf=56.5313%)
[2025-12-25T20:36:13.270447] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-25T20:36:13.270496] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-25T20:36:13.271314] [INFO ] [main      ] Progress: 229/364 forecasts completed (62.9%). SIEB finished in 0.6s. ETA: 23.0s. Rate: 351.54 forecasts/min
[2025-12-25T20:36:13.280274] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.283704] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.284474] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-25T20:36:13.284529] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-25T20:36:13.284563] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-25T20:36:13.285346] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:13.285403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:13.285680] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.287156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:13.287683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:13.288063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.384332] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-25T20:36:13.384412] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=47.2228%)
[2025-12-25T20:36:13.384850] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-25T20:36:13.384914] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-25T20:36:13.385679] [INFO ] [main      ] Progress: 230/364 forecasts completed (63.2%). NVS finished in 0.6s. ETA: 22.8s. Rate: 352.04 forecasts/min
[2025-12-25T20:36:13.399821] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.400654] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-25T20:36:13.400712] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-25T20:36:13.400745] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-25T20:36:13.401700] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:13.401775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:13.407032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:13.409515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:13.466464] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.517989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:13.532505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:13.534049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.534534] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.569840] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-25T20:36:13.569924] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=56.6925%)
[2025-12-25T20:36:13.570416] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-25T20:36:13.570477] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-25T20:36:13.570685] [INFO ] [main      ] Progress: 231/364 forecasts completed (63.5%). BOH finished in 0.7s. ETA: 22.7s. Rate: 351.91 forecasts/min
[2025-12-25T20:36:13.583705] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.584638] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-25T20:36:13.584699] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-25T20:36:13.584737] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-25T20:36:13.585752] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:13.585820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:13.591410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:13.594269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:13.625930] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.671888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:13.673998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.701545] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.798870] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:13.875911] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-24
[2025-12-25T20:36:13.880069] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-25T20:36:13.880140] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=37.878%)
[2025-12-25T20:36:13.880533] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-25T20:36:13.880600] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-25T20:36:13.880587] [INFO ] [main      ] Progress: 232/364 forecasts completed (63.7%). HOLO finished in 0.7s. ETA: 22.6s. Rate: 350.68 forecasts/min
[2025-12-25T20:36:13.893252] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.894125] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-25T20:36:13.894175] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-25T20:36:13.894206] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-25T20:36:13.894985] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:13.895046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:13.896740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:13.897239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:13.897699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:13.898087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:13.905467] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-25T20:36:13.905534] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=67.6611%)
[2025-12-25T20:36:13.905882] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-25T20:36:13.905933] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-25T20:36:13.906747] [INFO ] [main      ] Progress: 233/364 forecasts completed (64.0%). ACM finished in 0.6s. ETA: 22.3s. Rate: 351.95 forecasts/min
[2025-12-25T20:36:13.918982] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:13.920219] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-25T20:36:13.920281] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-25T20:36:13.920313] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-25T20:36:13.921114] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:13.921174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:13.925964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:13.926965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:13.928753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:13.929854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:13.930981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:13.943835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:13.945299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:13.946859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:14.024849] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.050792] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.203719] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.278180] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.279009] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-25T20:36:14.279094] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=60.2298%)
[2025-12-25T20:36:14.279521] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-25T20:36:14.279589] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-25T20:36:14.279691] [INFO ] [main      ] Progress: 234/364 forecasts completed (64.3%). TXRH finished in 0.9s. ETA: 22.3s. Rate: 350.18 forecasts/min
[2025-12-25T20:36:14.282961] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.293851] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:14.294665] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-25T20:36:14.294722] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-25T20:36:14.294755] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-25T20:36:14.295562] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:14.295643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:14.300672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:14.335761] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-25T20:36:14.335843] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=55.6969%)
[2025-12-25T20:36:14.336344] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-25T20:36:14.336397] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-25T20:36:14.336628] [INFO ] [main      ] Progress: 235/364 forecasts completed (64.6%). EOG finished in 0.8s. ETA: 22.0s. Rate: 351.18 forecasts/min
[2025-12-25T20:36:14.339724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:14.340693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:14.341900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:14.348119] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:14.348888] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-25T20:36:14.348939] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-25T20:36:14.348970] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-25T20:36:14.349814] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:14.349878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:14.354731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:14.356662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:14.357197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:14.357619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:14.358477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:14.446755] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.449174] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.469784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:14.514483] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-25T20:36:14.514551] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=60.7176%)
[2025-12-25T20:36:14.514987] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-25T20:36:14.515038] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-25T20:36:14.515011] [INFO ] [main      ] Progress: 236/364 forecasts completed (64.8%). BHFAM finished in 0.6s. ETA: 21.9s. Rate: 351.11 forecasts/min
[2025-12-25T20:36:14.528298] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:14.529074] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-25T20:36:14.529124] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-25T20:36:14.529156] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-25T20:36:14.529979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:14.530039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:14.535119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:14.536867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:14.537345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:14.538989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:14.705084] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.733250] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-25T20:36:14.733327] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=47.7651%)
[2025-12-25T20:36:14.733486] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-25T20:36:14.733591] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-25T20:36:14.734250] [INFO ] [main      ] Progress: 237/364 forecasts completed (65.1%). LNZA finished in 0.8s. ETA: 21.7s. Rate: 350.69 forecasts/min
[2025-12-25T20:36:14.748297] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:14.749122] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-25T20:36:14.749178] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-25T20:36:14.749209] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-25T20:36:14.750016] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:14.750076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:14.754832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:14.755645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:14.756250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:14.757827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:14.821613] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.876117] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-24
[2025-12-25T20:36:14.888759] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.969916] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-25T20:36:14.969997] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=45.3705%)
[2025-12-25T20:36:14.970431] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-25T20:36:14.970508] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-25T20:36:14.970698] [INFO ] [main      ] Progress: 238/364 forecasts completed (65.4%). ALHC finished in 0.7s. ETA: 21.6s. Rate: 350.13 forecasts/min
[2025-12-25T20:36:14.984214] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:14.985201] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-25T20:36:14.985256] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-25T20:36:14.985288] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-25T20:36:14.986148] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:14.986210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:14.987942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:14.988471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:14.988702] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:14.988963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.041752] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.058441] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-25T20:36:15.058509] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=57.4301%)
[2025-12-25T20:36:15.058705] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-25T20:36:15.058750] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-25T20:36:15.060659] [INFO ] [main      ] Progress: 239/364 forecasts completed (65.7%). BXSL finished in 0.7s. ETA: 21.4s. Rate: 350.83 forecasts/min
[2025-12-25T20:36:15.070998] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.071691] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-25T20:36:15.071761] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-25T20:36:15.071792] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-25T20:36:15.072554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:15.072632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:15.074398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:15.074938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.099167] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.184257] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-25T20:36:15.184325] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=51.4083%)
[2025-12-25T20:36:15.184700] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-25T20:36:15.184751] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-25T20:36:15.185648] [INFO ] [main      ] Progress: 240/364 forecasts completed (65.9%). SQQQ finished in 0.7s. ETA: 21.2s. Rate: 351.22 forecasts/min
[2025-12-25T20:36:15.197537] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.198345] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-25T20:36:15.198395] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-25T20:36:15.198426] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-25T20:36:15.199215] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:15.199296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:15.204104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.268533] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.332647] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-25T20:36:15.332719] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=61.5047%)
[2025-12-25T20:36:15.333130] [INFO ] [main      ] Progress: 241/364 forecasts completed (66.2%). VCRB finished in 0.6s. ETA: 21.0s. Rate: 351.42 forecasts/min
[2025-12-25T20:36:15.333258] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-25T20:36:15.333303] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-25T20:36:15.346261] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.346530] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.347317] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-25T20:36:15.347368] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-25T20:36:15.347399] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-25T20:36:15.348192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:15.348252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:15.353083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:15.354875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:15.355399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:15.355805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:15.405106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.414369] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.531774] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.540616] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.583244] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.597209] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-25T20:36:15.597287] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=58.4762%)
[2025-12-25T20:36:15.597752] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-25T20:36:15.597818] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-25T20:36:15.599060] [INFO ] [main      ] Progress: 242/364 forecasts completed (66.5%). INDI finished in 0.6s. ETA: 20.9s. Rate: 350.61 forecasts/min
[2025-12-25T20:36:15.612073] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.613286] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-25T20:36:15.613343] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-25T20:36:15.613375] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-25T20:36:15.614233] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:15.614299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:15.616210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:15.616826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:15.617266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:15.618864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:15.621185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:15.623725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.667827] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-25T20:36:15.667895] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=51.8864%)
[2025-12-25T20:36:15.668133] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-25T20:36:15.668185] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-25T20:36:15.669638] [INFO ] [main      ] Progress: 243/364 forecasts completed (66.8%). DVN finished in 0.6s. ETA: 20.7s. Rate: 351.46 forecasts/min
[2025-12-25T20:36:15.679035] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.680646] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-25T20:36:15.680707] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-25T20:36:15.680740] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-25T20:36:15.681538] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-25T20:36:15.681622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:15.686389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:15.688160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:15.688680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:15.689063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:15.706039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:15.707083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:15.707561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:15.707542] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.709212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:15.710296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:15.711003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:15.712414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:15.713640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:15.715687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.744599] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.761275] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-25T20:36:15.761346] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-5.43% (Conf=47.227%)
[2025-12-25T20:36:15.761753] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-25T20:36:15.761816] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-25T20:36:15.762652] [INFO ] [main      ] Progress: 244/364 forecasts completed (67.0%). MNY finished in 0.6s. ETA: 20.4s. Rate: 352.12 forecasts/min
[2025-12-25T20:36:15.776211] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.776925] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-25T20:36:15.776975] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-25T20:36:15.777006] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-25T20:36:15.777790] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:15.777848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:15.782585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:15.784338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:15.784829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:15.785209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:15.917022] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:15.981438] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-25T20:36:15.981530] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=48.7343%)
[2025-12-25T20:36:15.981775] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-25T20:36:15.981824] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-25T20:36:15.983282] [INFO ] [main      ] Progress: 245/364 forecasts completed (67.3%). OPAD finished in 0.6s. ETA: 20.3s. Rate: 351.70 forecasts/min
[2025-12-25T20:36:15.984838] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-24
[2025-12-25T20:36:15.995993] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:15.996881] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-25T20:36:15.996933] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-25T20:36:15.996965] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-25T20:36:15.997823] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:15.997885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:16.002921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:16.004799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:16.005292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:16.005796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:16.006197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:16.007209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:16.007948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.056475] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.117604] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.151245] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.214777] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-25T20:36:16.214849] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=64.7029%)
[2025-12-25T20:36:16.215236] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-25T20:36:16.215288] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-25T20:36:16.215717] [INFO ] [main      ] Progress: 246/364 forecasts completed (67.6%). UNMA finished in 0.6s. ETA: 20.2s. Rate: 351.18 forecasts/min
[2025-12-25T20:36:16.226152] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.229253] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:16.230445] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-25T20:36:16.230498] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-25T20:36:16.230531] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-25T20:36:16.231339] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:16.231400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:16.236282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:16.238089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:16.238566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:16.239030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:16.239451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:16.240489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.284312] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.355612] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-25T20:36:16.355683] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=64.626%)
[2025-12-25T20:36:16.356058] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-25T20:36:16.356109] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-25T20:36:16.357653] [INFO ] [main      ] Progress: 247/364 forecasts completed (67.9%). VTS finished in 0.6s. ETA: 20.0s. Rate: 351.42 forecasts/min
[2025-12-25T20:36:16.358032] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-25T20:36:16.358104] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=44.5386%)
[2025-12-25T20:36:16.358517] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-25T20:36:16.358624] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-25T20:36:16.358645] [INFO ] [main      ] Progress: 248/364 forecasts completed (68.1%). SWZ finished in 0.7s. ETA: 19.7s. Rate: 352.83 forecasts/min
[2025-12-25T20:36:16.360650] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.369608] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:16.370523] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-25T20:36:16.370593] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-25T20:36:16.370626] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-25T20:36:16.371385] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:16.371446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:16.371844] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:16.372493] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-25T20:36:16.372543] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-25T20:36:16.372593] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-25T20:36:16.373349] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:16.373412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:16.376390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:16.378165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:16.378201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:16.378654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:16.379089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:16.379611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:16.380005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:16.380463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:16.380482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:16.380881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:16.382498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:16.382841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:16.383867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.421122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:16.471587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:16.472284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:16.474246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.531111] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.591684] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.594407] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-25T20:36:16.594478] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=47.4906%)
[2025-12-25T20:36:16.594652] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-25T20:36:16.594741] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-25T20:36:16.595890] [INFO ] [main      ] Progress: 249/364 forecasts completed (68.4%). BMEZ finished in 0.6s. ETA: 19.6s. Rate: 352.27 forecasts/min
[2025-12-25T20:36:16.608512] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:16.609306] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-25T20:36:16.609361] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-25T20:36:16.609393] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-25T20:36:16.610220] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:16.610282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:16.611183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:16.718474] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.721995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:16.722883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:16.723997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.762603] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.816317] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-24
[2025-12-25T20:36:16.841017] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-25T20:36:16.841089] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=63.3835%)
[2025-12-25T20:36:16.841510] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-25T20:36:16.841596] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-25T20:36:16.841696] [INFO ] [main      ] Progress: 250/364 forecasts completed (68.7%). S finished in 0.6s. ETA: 19.5s. Rate: 351.65 forecasts/min
[2025-12-25T20:36:16.854878] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:16.855907] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-25T20:36:16.855972] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-25T20:36:16.856005] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-25T20:36:16.856813] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:16.856874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:16.859813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:16.860881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:16.863595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:16.865252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:16.887960] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:16.985127] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.016976] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-25T20:36:17.017044] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=45.9161%)
[2025-12-25T20:36:17.017515] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-25T20:36:17.017566] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-25T20:36:17.017640] [INFO ] [main      ] Progress: 251/364 forecasts completed (69.0%). ARM finished in 0.7s. ETA: 19.3s. Rate: 351.61 forecasts/min
[2025-12-25T20:36:17.030837] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.031846] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-25T20:36:17.031902] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-25T20:36:17.031933] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-25T20:36:17.032708] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:17.032799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:17.034810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:17.035315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:17.035776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:17.036162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:17.065210] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-25T20:36:17.065282] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=57.6051%)
[2025-12-25T20:36:17.065697] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-25T20:36:17.065748] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-25T20:36:17.065933] [INFO ] [main      ] Progress: 252/364 forecasts completed (69.2%). SSYS finished in 0.7s. ETA: 19.1s. Rate: 352.61 forecasts/min
[2025-12-25T20:36:17.065840] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.077597] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.078474] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-25T20:36:17.078524] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-25T20:36:17.078555] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-25T20:36:17.079373] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:17.079432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:17.084227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:17.085045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.145370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:17.146434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:17.147991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.215560] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.233220] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.300197] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-25T20:36:17.300264] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.2048%)
[2025-12-25T20:36:17.300664] [INFO ] [main      ] Progress: 253/364 forecasts completed (69.5%). DEI finished in 0.7s. ETA: 18.9s. Rate: 352.08 forecasts/min
[2025-12-25T20:36:17.300787] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-25T20:36:17.300829] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-25T20:36:17.313656] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.314433] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-25T20:36:17.314483] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-25T20:36:17.314514] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-25T20:36:17.315657] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:17.315719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:17.320478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:17.322281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:17.322781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:17.323161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:17.325462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:17.363958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.385542] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.424514] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.442155] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-25T20:36:17.442241] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=60.56%)
[2025-12-25T20:36:17.442691] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-25T20:36:17.442745] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-25T20:36:17.444455] [INFO ] [main      ] Progress: 254/364 forecasts completed (69.8%). WTI finished in 0.6s. ETA: 18.7s. Rate: 352.30 forecasts/min
[2025-12-25T20:36:17.455519] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.456510] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-25T20:36:17.456565] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-25T20:36:17.456617] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-25T20:36:17.457376] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:17.457436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:17.458370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:17.459177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:17.460231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:17.462228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.484414] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.592395] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.650358] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.700461] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.711892] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-25T20:36:17.711964] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-8.10% (Conf=41.4009%)
[2025-12-25T20:36:17.712369] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-25T20:36:17.712423] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-25T20:36:17.713661] [INFO ] [main      ] Progress: 255/364 forecasts completed (70.1%). MOD finished in 0.6s. ETA: 18.6s. Rate: 351.50 forecasts/min
[2025-12-25T20:36:17.725066] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.725830] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-25T20:36:17.725901] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-25T20:36:17.725947] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-25T20:36:17.726784] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:17.726847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:17.731761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:17.752994] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-25T20:36:17.753070] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=50.2566%)
[2025-12-25T20:36:17.753279] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-25T20:36:17.753326] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-25T20:36:17.754659] [INFO ] [main      ] Progress: 256/364 forecasts completed (70.3%). ZBH finished in 0.7s. ETA: 18.4s. Rate: 352.54 forecasts/min
[2025-12-25T20:36:17.766449] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.767433] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-25T20:36:17.767484] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-25T20:36:17.767514] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-25T20:36:17.768287] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:17.768349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:17.770054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:17.770555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:17.771341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:17.772227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:17.772898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:17.773262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:17.774760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:17.775996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:17.776786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:17.777514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.793479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:17.796258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:17.797752] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-24
[2025-12-25T20:36:17.868700] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.950379] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-25T20:36:17.950451] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=3.58% (Conf=53.5905%)
[2025-12-25T20:36:17.950633] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-25T20:36:17.950721] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-25T20:36:17.951666] [INFO ] [main      ] Progress: 257/364 forecasts completed (70.6%). TSLS finished in 0.6s. ETA: 18.2s. Rate: 352.33 forecasts/min
[2025-12-25T20:36:17.963334] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:17.963913] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:17.966498] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-25T20:36:17.966592] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-25T20:36:17.966627] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-25T20:36:17.967534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:17.967619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:17.968490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:18.077895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:18.079888] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-25T20:36:18.079972] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=61.672%)
[2025-12-25T20:36:18.080119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:18.080411] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-25T20:36:18.080466] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-25T20:36:18.080653] [INFO ] [main      ] Progress: 258/364 forecasts completed (70.9%). PSN finished in 0.6s. ETA: 18.0s. Rate: 352.66 forecasts/min
[2025-12-25T20:36:18.081351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.094135] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.095062] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-25T20:36:18.095118] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-25T20:36:18.095149] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-25T20:36:18.095941] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:18.096003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:18.097692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:18.098176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:18.098639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:18.099029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:18.103570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:18.107385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:18.110700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.116985] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.143432] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.286943] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:18.311331] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:18.373658] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-25T20:36:18.373732] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=38.7013%)
[2025-12-25T20:36:18.374210] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-25T20:36:18.374270] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-25T20:36:18.375186] [INFO ] [main      ] Progress: 259/364 forecasts completed (71.2%). SNN finished in 0.7s. ETA: 17.9s. Rate: 351.67 forecasts/min
[2025-12-25T20:36:18.375984] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-25T20:36:18.376049] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=44.3582%)
[2025-12-25T20:36:18.376405] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-25T20:36:18.376456] [INFO ] [main      ] Progress: 260/364 forecasts completed (71.4%). DHX finished in 0.6s. ETA: 17.7s. Rate: 353.02 forecasts/min
[2025-12-25T20:36:18.376506] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-25T20:36:18.386517] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.387293] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-25T20:36:18.387349] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-25T20:36:18.387381] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-25T20:36:18.388189] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:18.388248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:18.388984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.389476] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.390511] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-25T20:36:18.390559] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-25T20:36:18.390612] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-25T20:36:18.391374] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:18.391432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:18.393105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:18.393661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:18.394050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:18.395264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.427123] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.446423] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.596426] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:18.613024] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:18.687903] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-25T20:36:18.687986] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=55.49%)
[2025-12-25T20:36:18.688409] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-25T20:36:18.688461] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-25T20:36:18.688653] [INFO ] [main      ] Progress: 261/364 forecasts completed (71.7%). AMPX finished in 0.6s. ETA: 17.6s. Rate: 351.89 forecasts/min
[2025-12-25T20:36:18.701715] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.702776] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-25T20:36:18.702832] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-25T20:36:18.702864] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-25T20:36:18.703689] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:18.703750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:18.708523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:18.710313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:18.710794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:18.711219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:18.711619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:18.712789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:18.713430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.721132] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-25T20:36:18.721204] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=35.7574%)
[2025-12-25T20:36:18.721450] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-25T20:36:18.721497] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-25T20:36:18.722527] [INFO ] [main      ] Progress: 262/364 forecasts completed (72.0%). GAB finished in 0.8s. ETA: 17.3s. Rate: 352.97 forecasts/min
[2025-12-25T20:36:18.727446] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.735788] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.737386] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-25T20:36:18.737437] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-25T20:36:18.737467] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-25T20:36:18.738257] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:18.738319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:18.740287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:18.742197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:18.742697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:18.743766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:18.745730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.807069] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-24
[2025-12-25T20:36:18.896176] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:18.960700] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-25T20:36:18.960770] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.7447%)
[2025-12-25T20:36:18.961134] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-25T20:36:18.961186] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-25T20:36:18.961660] [INFO ] [main      ] Progress: 263/364 forecasts completed (72.3%). SFNC finished in 0.6s. ETA: 17.2s. Rate: 352.42 forecasts/min
[2025-12-25T20:36:18.972254] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:18.973262] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-25T20:36:18.973330] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-25T20:36:18.973376] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-25T20:36:18.974176] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:18.974234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:18.978986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:18.980302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:18.981820] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.049855] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.069713] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-25T20:36:19.069784] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=59.1306%)
[2025-12-25T20:36:19.069950] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-25T20:36:19.069993] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-25T20:36:19.070663] [INFO ] [main      ] Progress: 264/364 forecasts completed (72.5%). PSCE finished in 0.7s. ETA: 17.0s. Rate: 352.90 forecasts/min
[2025-12-25T20:36:19.084057] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:19.085794] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-25T20:36:19.085850] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-25T20:36:19.085881] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-25T20:36:19.086777] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:19.086838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:19.088542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:19.088521] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.089097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:19.089505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:19.090264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:19.217550] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.257196] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.319318] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.325458] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-25T20:36:19.325530] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=59.3173%)
[2025-12-25T20:36:19.325743] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-25T20:36:19.325791] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-25T20:36:19.327658] [INFO ] [main      ] Progress: 265/364 forecasts completed (72.8%). NNI finished in 0.6s. ETA: 16.9s. Rate: 352.22 forecasts/min
[2025-12-25T20:36:19.333462] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-25T20:36:19.333527] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=5.73% (Conf=64.7936%)
[2025-12-25T20:36:19.333897] [INFO ] [main      ] Progress: 266/364 forecasts completed (73.1%). MEI finished in 0.6s. ETA: 16.6s. Rate: 353.50 forecasts/min
[2025-12-25T20:36:19.334023] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-25T20:36:19.334066] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-25T20:36:19.339889] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:19.348056] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:19.348747] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-25T20:36:19.348798] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-25T20:36:19.348829] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-25T20:36:19.349647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:19.349706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:19.354454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:19.356220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:19.356718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:19.357150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:19.357729] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-25T20:36:19.357805] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-25T20:36:19.357846] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-25T20:36:19.358757] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:19.358822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:19.397908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:19.399311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:19.400354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:19.402061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:19.402523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:19.404140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:19.405187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:19.405886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:19.428153] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.491882] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.598726] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.610111] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-25T20:36:19.610181] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=3.48% (Conf=50.4893%)
[2025-12-25T20:36:19.610608] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-25T20:36:19.610662] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-25T20:36:19.610652] [INFO ] [main      ] Progress: 267/364 forecasts completed (73.4%). BNTX finished in 0.6s. ETA: 16.5s. Rate: 352.67 forecasts/min
[2025-12-25T20:36:19.621840] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:19.622672] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-25T20:36:19.622733] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-25T20:36:19.622767] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-25T20:36:19.623619] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:19.623683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:19.625425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:19.625995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:19.626807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:19.629534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:19.696189] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-25T20:36:19.696259] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=58.5696%)
[2025-12-25T20:36:19.696693] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-25T20:36:19.696745] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-25T20:36:19.698641] [INFO ] [main      ] Progress: 268/364 forecasts completed (73.6%). FBIN finished in 0.6s. ETA: 16.3s. Rate: 353.31 forecasts/min
[2025-12-25T20:36:19.701556] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.710981] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:19.712213] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-25T20:36:19.712282] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-25T20:36:19.712315] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-25T20:36:19.713127] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:19.713188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:19.714884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:19.715392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:19.718292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:19.744748] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.869667] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.912852] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:19.974173] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-24
[2025-12-25T20:36:19.985493] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-25T20:36:19.985560] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-3.58% (Conf=48.3497%)
[2025-12-25T20:36:19.985745] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-25T20:36:19.985788] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-25T20:36:19.987669] [INFO ] [main      ] Progress: 269/364 forecasts completed (73.9%). PLPC finished in 0.7s. ETA: 16.2s. Rate: 352.39 forecasts/min
[2025-12-25T20:36:19.999366] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.000101] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-25T20:36:20.000150] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-25T20:36:20.000181] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-25T20:36:20.001008] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:20.001259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.002941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:20.003447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:20.003847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:20.004792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:20.005410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:20.007395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:20.010170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.016980] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-25T20:36:20.017051] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=54.8989%)
[2025-12-25T20:36:20.017436] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-25T20:36:20.017489] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-25T20:36:20.017671] [INFO ] [main      ] Progress: 270/364 forecasts completed (74.2%). COLM finished in 0.7s. ETA: 16.0s. Rate: 353.47 forecasts/min
[2025-12-25T20:36:20.030654] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.031593] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-25T20:36:20.031650] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-25T20:36:20.031683] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-25T20:36:20.032450] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:20.032528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.034216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:20.034739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:20.035174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:20.069745] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-24
[2025-12-25T20:36:20.073786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.142894] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.201767] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-25T20:36:20.201838] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=63.3698%)
[2025-12-25T20:36:20.202241] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-25T20:36:20.202295] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-25T20:36:20.202656] [INFO ] [main      ] Progress: 271/364 forecasts completed (74.5%). FIXD finished in 0.6s. ETA: 15.8s. Rate: 353.35 forecasts/min
[2025-12-25T20:36:20.214492] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.215384] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-25T20:36:20.215437] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-25T20:36:20.215469] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-25T20:36:20.216269] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:20.216538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:20.217301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:20.219035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:20.220116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:20.222003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.254317] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.336510] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-25T20:36:20.336600] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=63.8913%)
[2025-12-25T20:36:20.337042] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-25T20:36:20.337105] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-25T20:36:20.338638] [INFO ] [main      ] Progress: 272/364 forecasts completed (74.7%). DCOM finished in 0.6s. ETA: 15.6s. Rate: 353.61 forecasts/min
[2025-12-25T20:36:20.347297] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-24
[2025-12-25T20:36:20.351453] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.352477] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-25T20:36:20.352531] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-25T20:36:20.352599] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-25T20:36:20.353417] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:20.353481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.355488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:20.356063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:20.356553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:20.357361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.411512] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-24
[2025-12-25T20:36:20.512433] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.557375] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-24
[2025-12-25T20:36:20.579446] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.582094] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-25T20:36:20.582549] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=64.291%)
[2025-12-25T20:36:20.582875] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-25T20:36:20.582926] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-25T20:36:20.583750] [INFO ] [main      ] Progress: 273/364 forecasts completed (75.0%). TRC finished in 0.6s. ETA: 15.5s. Rate: 353.03 forecasts/min
[2025-12-25T20:36:20.596569] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.597422] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-25T20:36:20.597473] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-25T20:36:20.597504] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-25T20:36:20.598281] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:20.598520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.600228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:20.600752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:20.601197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:20.601958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:20.602674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:20.658782] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-25T20:36:20.658853] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=61.5832%)
[2025-12-25T20:36:20.659230] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-25T20:36:20.659321] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-25T20:36:20.659652] [INFO ] [main      ] Progress: 274/364 forecasts completed (75.3%). GSK finished in 0.6s. ETA: 15.3s. Rate: 353.75 forecasts/min
[2025-12-25T20:36:20.672195] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.673381] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-25T20:36:20.673448] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-25T20:36:20.673487] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-25T20:36:20.674273] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:20.674333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:20.676952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:20.679038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:20.679133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:20.680263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:36:20.680967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.704885] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-24
[2025-12-25T20:36:20.723519] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.754346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:20.755762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.823142] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-25T20:36:20.823229] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=50.8551%)
[2025-12-25T20:36:20.823735] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-25T20:36:20.823801] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-25T20:36:20.824647] [INFO ] [main      ] Progress: 275/364 forecasts completed (75.5%). GHRS finished in 0.6s. ETA: 15.1s. Rate: 353.78 forecasts/min
[2025-12-25T20:36:20.839611] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.843672] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-25T20:36:20.843756] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-25T20:36:20.843801] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-25T20:36:20.844988] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:20.845065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:20.851848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.854249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:20.854892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:20.855391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:20.856884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:20.892425] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:20.951916] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-25T20:36:20.951985] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=43.1452%)
[2025-12-25T20:36:20.952463] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-25T20:36:20.952515] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-25T20:36:20.953642] [INFO ] [main      ] Progress: 276/364 forecasts completed (75.8%). WNEB finished in 0.6s. ETA: 14.9s. Rate: 354.09 forecasts/min
[2025-12-25T20:36:20.966072] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:20.966888] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-25T20:36:20.966942] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-25T20:36:20.966973] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-25T20:36:20.967769] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:20.967829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:20.969528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:20.970064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:20.971135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:20.972707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:20.973840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:21.017094] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.098155] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.182613] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:21.223717] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.265231] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-25T20:36:21.265306] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=61.2197%)
[2025-12-25T20:36:21.265699] [INFO ] [main      ] Progress: 277/364 forecasts completed (76.1%). SKRE finished in 0.7s. ETA: 14.8s. Rate: 353.02 forecasts/min
[2025-12-25T20:36:21.265827] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-25T20:36:21.265869] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-25T20:36:21.266395] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:21.279510] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:21.280483] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-25T20:36:21.280535] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-25T20:36:21.280566] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-25T20:36:21.281396] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:36:21.281461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:21.286274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:21.288097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:21.288590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:21.288973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:21.289727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:21.290508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:21.327062] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.328338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:21.332557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-25T20:36:21.333284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:21.333970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:21.360810] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-25T20:36:21.360890] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=55.3642%)
[2025-12-25T20:36:21.361291] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-25T20:36:21.361653] [INFO ] [main      ] Progress: 278/364 forecasts completed (76.4%). HELE finished in 0.7s. ETA: 14.6s. Rate: 353.57 forecasts/min
[2025-12-25T20:36:21.361347] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-25T20:36:21.377947] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:21.379049] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-25T20:36:21.379102] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-25T20:36:21.379132] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-25T20:36:21.379974] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:21.380034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:21.384857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:21.393199] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:21.479029] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-25T20:36:21.479097] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=61.39%)
[2025-12-25T20:36:21.479553] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-25T20:36:21.479619] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-25T20:36:21.479623] [INFO ] [main      ] Progress: 279/364 forecasts completed (76.6%). HRMY finished in 0.7s. ETA: 14.4s. Rate: 353.96 forecasts/min
[2025-12-25T20:36:21.490946] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:21.492645] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-25T20:36:21.492609] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:21.492700] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-25T20:36:21.492734] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-25T20:36:21.493536] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:21.493614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:21.494704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:21.497654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:21.498778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:21.498836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:21.501458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:21.621301] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-25T20:36:21.621376] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=61.3405%)
[2025-12-25T20:36:21.621754] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-25T20:36:21.621804] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-25T20:36:21.623050] [INFO ] [main      ] Progress: 280/364 forecasts completed (76.9%). WB finished in 0.7s. ETA: 14.2s. Rate: 354.15 forecasts/min
[2025-12-25T20:36:21.635931] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:21.636849] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-25T20:36:21.636904] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-25T20:36:21.636936] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-25T20:36:21.637736] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:21.637799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:21.639829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:21.640338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:21.641243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:21.643649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:21.669570] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.752662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:21.753629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:21.754243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:21.835502] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:21.840307] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.844812] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-24
[2025-12-25T20:36:21.908814] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-25T20:36:21.908885] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=48.6359%)
[2025-12-25T20:36:21.909235] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-25T20:36:21.909313] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-25T20:36:21.909666] [INFO ] [main      ] Progress: 281/364 forecasts completed (77.2%). SMFG finished in 0.6s. ETA: 14.1s. Rate: 353.28 forecasts/min
[2025-12-25T20:36:21.922835] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:21.923834] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-25T20:36:21.923890] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-25T20:36:21.923922] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-25T20:36:21.924715] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:36:22.011466] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.013549] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.091127] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-25T20:36:22.091196] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=47.8289%)
[2025-12-25T20:36:22.091592] [INFO ] [main      ] Progress: 282/364 forecasts completed (77.5%). NTB finished in 0.6s. ETA: 13.9s. Rate: 353.19 forecasts/min
[2025-12-25T20:36:22.091730] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-25T20:36:22.091773] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-25T20:36:22.092073] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.102559] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.103423] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-25T20:36:22.103480] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-25T20:36:22.103512] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-25T20:36:22.104299] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:22.104359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:22.109109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:22.109945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:22.112533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:22.167505] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-25T20:36:22.167593] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=48.3918%)
[2025-12-25T20:36:22.167993] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-25T20:36:22.168045] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-25T20:36:22.168655] [INFO ] [main      ] Progress: 283/364 forecasts completed (77.7%). ASML finished in 0.8s. ETA: 13.7s. Rate: 353.88 forecasts/min
[2025-12-25T20:36:22.181213] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.182272] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-25T20:36:22.182323] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-25T20:36:22.182354] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-25T20:36:22.183148] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:22.183216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:22.225356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:22.257117] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.262824] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.371761] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-25T20:36:22.371830] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=48.3931%)
[2025-12-25T20:36:22.372261] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-25T20:36:22.372312] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-25T20:36:22.373656] [INFO ] [main      ] Progress: 284/364 forecasts completed (78.0%). KTB finished in 0.7s. ETA: 13.6s. Rate: 353.62 forecasts/min
[2025-12-25T20:36:22.386056] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.386759] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-25T20:36:22.386812] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-25T20:36:22.386844] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-25T20:36:22.387623] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:22.387684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:22.388551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:22.389260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:22.390000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:22.394327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:36:22.395744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:22.425111] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.451656] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.482766] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-25T20:36:22.482838] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=2.85% (Conf=56.916%)
[2025-12-25T20:36:22.483197] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-25T20:36:22.483247] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-25T20:36:22.483649] [INFO ] [main      ] Progress: 285/364 forecasts completed (78.3%). TBI finished in 0.6s. ETA: 13.4s. Rate: 354.05 forecasts/min
[2025-12-25T20:36:22.497284] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.498277] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-25T20:36:22.498330] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-25T20:36:22.498362] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-25T20:36:22.499142] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:36:22.499206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:22.500906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:22.501411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:22.501820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:22.502564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:22.503246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:22.503763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:22.504780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:22.506351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:22.507359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:22.508040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:22.560935] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.618267] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.728864] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:22.736924] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.738931] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-25T20:36:22.739001] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=45.2981%)
[2025-12-25T20:36:22.739428] [INFO ] [main      ] Progress: 286/364 forecasts completed (78.6%). JLL finished in 0.6s. ETA: 13.2s. Rate: 353.42 forecasts/min
[2025-12-25T20:36:22.739554] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-25T20:36:22.739611] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-25T20:36:22.750794] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.751852] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-25T20:36:22.751904] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-25T20:36:22.751936] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-25T20:36:22.752717] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:22.752777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:22.757549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:22.759336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:22.759847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:22.797823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:22.798522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:22.804295] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-25T20:36:22.804363] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-4.73% (Conf=48.7735%)
[2025-12-25T20:36:22.804766] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-25T20:36:22.804818] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-25T20:36:22.805657] [INFO ] [main      ] Progress: 287/364 forecasts completed (78.8%). HPQ finished in 0.6s. ETA: 13.0s. Rate: 354.18 forecasts/min
[2025-12-25T20:36:22.817680] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:22.818435] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-25T20:36:22.818490] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-25T20:36:22.818522] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-25T20:36:22.819322] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-25T20:36:22.839107] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-24
[2025-12-25T20:36:22.911892] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.004016] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.015716] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-25T20:36:23.015787] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=56.1825%)
[2025-12-25T20:36:23.015944] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-25T20:36:23.016209] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-25T20:36:23.017657] [INFO ] [main      ] Progress: 288/364 forecasts completed (79.1%). CHCO finished in 0.6s. ETA: 12.9s. Rate: 353.87 forecasts/min
[2025-12-25T20:36:23.030105] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.030904] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-25T20:36:23.030954] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-25T20:36:23.030985] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-25T20:36:23.031779] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:23.031840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:23.036506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:23.038240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:23.038725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:23.039844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:23.085836] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-25T20:36:23.085914] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=46.1699%)
[2025-12-25T20:36:23.086117] [INFO ] [main      ] Fetching symbol history for TAYD...
[2025-12-25T20:36:23.086183] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2025-12-25T20:36:23.087675] [INFO ] [main      ] Progress: 289/364 forecasts completed (79.4%). NCLH finished in 0.6s. ETA: 12.7s. Rate: 354.59 forecasts/min
[2025-12-25T20:36:23.101120] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.101852] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2025-12-25T20:36:23.101907] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2025-12-25T20:36:23.101939] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2025-12-25T20:36:23.102727] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:23.102787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:23.104502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:23.105027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:23.105406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:23.107804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:23.108758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:23.112877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.137431] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.156726] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.159807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:23.161260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:23.163275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.306843] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.324481] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.374393] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-25T20:36:23.374462] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=57.251%)
[2025-12-25T20:36:23.374858] [INFO ] [main      ] Progress: 290/364 forecasts completed (79.7%). FCF finished in 0.6s. ETA: 12.6s. Rate: 353.74 forecasts/min
[2025-12-25T20:36:23.374986] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-25T20:36:23.375028] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-25T20:36:23.385779] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.386666] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-25T20:36:23.386727] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-25T20:36:23.386758] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-25T20:36:23.387529] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:23.387613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:23.392352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:23.394165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:23.394664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:23.395054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:23.405788] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-25T20:36:23.405857] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=46.8737%)
[2025-12-25T20:36:23.406219] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-25T20:36:23.406270] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-25T20:36:23.406666] [INFO ] [main      ] Progress: 291/364 forecasts completed (79.9%). MBWM finished in 0.6s. ETA: 12.3s. Rate: 354.73 forecasts/min
[2025-12-25T20:36:23.419082] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.419812] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-25T20:36:23.419868] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-25T20:36:23.419900] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-25T20:36:23.420676] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:23.420734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:23.422391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:23.422918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:23.423301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.446260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:23.446439] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.448349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:23.451028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:36:23.452814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.506099] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.626396] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.677327] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.724786] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2025-12-25T20:36:23.724856] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=48.5296%)
[2025-12-25T20:36:23.725015] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-25T20:36:23.725058] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-25T20:36:23.726035] [INFO ] [main      ] Progress: 292/364 forecasts completed (80.2%). TAYD finished in 0.6s. ETA: 12.2s. Rate: 353.65 forecasts/min
[2025-12-25T20:36:23.739056] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.740188] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-25T20:36:23.740241] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-25T20:36:23.740272] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-25T20:36:23.741119] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:36:23.741183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:23.746096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:23.748112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:23.748704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:23.749107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:23.751283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:23.751773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:23.751829] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-25T20:36:23.751898] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=3.51% (Conf=51.1477%)
[2025-12-25T20:36:23.752291] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-25T20:36:23.752345] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-25T20:36:23.752652] [INFO ] [main      ] Progress: 293/364 forecasts completed (80.5%). SPOK finished in 0.7s. ETA: 12.0s. Rate: 354.67 forecasts/min
[2025-12-25T20:36:23.752994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:23.754794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:23.755857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:23.756515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.763091] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.767759] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:23.768668] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-25T20:36:23.768730] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-25T20:36:23.768764] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-25T20:36:23.769730] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:23.769793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:23.774763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:23.775793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:23.777693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:23.796788] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-24
[2025-12-25T20:36:23.929301] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.966413] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:23.998371] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-25T20:36:23.998441] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=54.3409%)
[2025-12-25T20:36:23.998848] [INFO ] [main      ] Fetching symbol history for MRX...
[2025-12-25T20:36:23.998900] [DEBUG] [REMOTE    ] MRX: Fetching historical data.
[2025-12-25T20:36:23.999776] [INFO ] [main      ] Progress: 294/364 forecasts completed (80.8%). CCNE finished in 0.6s. ETA: 11.9s. Rate: 354.12 forecasts/min
[2025-12-25T20:36:24.011841] [DEBUG] [REMOTE    ] MRX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.012827] [DEBUG] [LOCAL     ] Loaded configuration for MRX: 1 features, N/A% accuracy
[2025-12-25T20:36:24.012879] [INFO ] [LOCAL     ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config
[2025-12-25T20:36:24.012909] [DEBUG] [MAG       ] Building data for symbol: MRX with lookback: 0
[2025-12-25T20:36:24.013692] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:24.013748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:24.014601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.080711] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-25T20:36:24.080790] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=55.1466%)
[2025-12-25T20:36:24.081251] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-25T20:36:24.081302] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-25T20:36:24.081662] [INFO ] [main      ] Progress: 295/364 forecasts completed (81.0%). AMBA finished in 0.7s. ETA: 11.7s. Rate: 354.74 forecasts/min
[2025-12-25T20:36:24.092899] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.093699] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-25T20:36:24.093751] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-25T20:36:24.093783] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-25T20:36:24.094541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:24.094620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:24.096280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:24.096801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:24.096978] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.098796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:24.099550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.122128] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.265070] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.294291] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.337252] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-25T20:36:24.337322] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=53.6419%)
[2025-12-25T20:36:24.337481] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-25T20:36:24.337524] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-25T20:36:24.337911] [INFO ] [main      ] Progress: 296/364 forecasts completed (81.3%). YSG finished in 0.6s. ETA: 11.5s. Rate: 354.12 forecasts/min
[2025-12-25T20:36:24.351839] [DEBUG] [MAG       ] MRX: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.352099] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.352788] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-25T20:36:24.352840] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-25T20:36:24.352871] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-25T20:36:24.353650] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:24.353710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:24.358455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:24.360922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:24.361715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:24.363678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.376084] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-25T20:36:24.376150] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=42.5431%)
[2025-12-25T20:36:24.376542] [INFO ] [main      ] Progress: 297/364 forecasts completed (81.6%). VFC finished in 0.6s. ETA: 11.3s. Rate: 355.05 forecasts/min
[2025-12-25T20:36:24.376694] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-25T20:36:24.376739] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-25T20:36:24.390644] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.391402] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-25T20:36:24.391468] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-25T20:36:24.391501] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-25T20:36:24.392271] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:24.392331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:24.394010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:24.394509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:24.394971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:24.395736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.439459] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.520825] [DEBUG] [MAG       ] MRX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.600902] [INFO ] [LOCAL     ] MRX: Saved forecast.
[2025-12-25T20:36:24.600969] [INFO ] [main      ] MRX: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=62.0649%)
[2025-12-25T20:36:24.601346] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-25T20:36:24.601396] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-25T20:36:24.601651] [INFO ] [main      ] Progress: 298/364 forecasts completed (81.9%). MRX finished in 0.6s. ETA: 11.2s. Rate: 354.65 forecasts/min
[2025-12-25T20:36:24.606428] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.614754] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.615849] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-25T20:36:24.615905] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-25T20:36:24.615937] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-25T20:36:24.616710] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:24.616767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:24.656231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:24.672217] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-25T20:36:24.672292] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-18.37% (Conf=58.5395%)
[2025-12-25T20:36:24.672466] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-25T20:36:24.672532] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-25T20:36:24.674689] [INFO ] [main      ] Progress: 299/364 forecasts completed (82.1%). VUZI finished in 0.6s. ETA: 11.0s. Rate: 355.33 forecasts/min
[2025-12-25T20:36:24.684383] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.685275] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-25T20:36:24.685324] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-25T20:36:24.685355] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-25T20:36:24.686230] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:24.686295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:24.687985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:24.688509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:24.688917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:24.690919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:24.693267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:36:24.694651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.701408] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.732758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:24.741506] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-24
[2025-12-25T20:36:24.877547] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.915252] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:24.950785] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-25T20:36:24.950865] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-4.53% (Conf=67.2233%)
[2025-12-25T20:36:24.951029] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-25T20:36:24.951117] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-25T20:36:24.951945] [INFO ] [main      ] Progress: 300/364 forecasts completed (82.4%). LPTH finished in 0.6s. ETA: 10.8s. Rate: 354.57 forecasts/min
[2025-12-25T20:36:24.965178] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:24.966218] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-25T20:36:24.966277] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-25T20:36:24.966309] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-25T20:36:24.967132] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:24.967194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:24.972013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:24.973850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:24.974323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:24.974771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:24.977099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:36:24.978469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.057943] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.073630] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.130798] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-25T20:36:25.130869] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=111.61% (Conf=56.96%)
[2025-12-25T20:36:25.131228] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-25T20:36:25.131278] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-25T20:36:25.131653] [INFO ] [main      ] Progress: 301/364 forecasts completed (82.7%). TPL finished in 0.8s. ETA: 10.7s. Rate: 354.49 forecasts/min
[2025-12-25T20:36:25.145629] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.146834] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-25T20:36:25.146891] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-25T20:36:25.146924] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-25T20:36:25.147718] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:25.147780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:25.152839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.154594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.155068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:25.157665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:25.159013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.229982] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.245646] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.289128] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-25T20:36:25.289198] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=23.8657%)
[2025-12-25T20:36:25.289712] [INFO ] [main      ] Progress: 302/364 forecasts completed (83.0%). GLBS finished in 0.6s. ETA: 10.5s. Rate: 354.57 forecasts/min
[2025-12-25T20:36:25.289835] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-25T20:36:25.289877] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-25T20:36:25.301088] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.302026] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-25T20:36:25.302407] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-25T20:36:25.302441] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-25T20:36:25.303071] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-25T20:36:25.303141] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=56.4107%)
[2025-12-25T20:36:25.303300] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:25.303365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.303549] [INFO ] [main      ] Progress: 303/364 forecasts completed (83.2%). EB finished in 0.7s. ETA: 10.3s. Rate: 355.65 forecasts/min
[2025-12-25T20:36:25.303760] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-25T20:36:25.303804] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-25T20:36:25.305493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:25.307185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.307662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:25.308060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:25.316871] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.317586] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-25T20:36:25.317638] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-25T20:36:25.317670] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-25T20:36:25.318408] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:25.318468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:25.323287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.323778] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.325049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.325510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:25.327016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.346667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:36:25.347511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.496230] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.497116] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.581676] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-25T20:36:25.581746] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=67.7545%)
[2025-12-25T20:36:25.581903] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-25T20:36:25.581956] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-25T20:36:25.583410] [INFO ] [main      ] Progress: 304/364 forecasts completed (83.5%). LWAY finished in 0.6s. ETA: 10.1s. Rate: 354.88 forecasts/min
[2025-12-25T20:36:25.595263] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.596214] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-25T20:36:25.596267] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-25T20:36:25.596323] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-25T20:36:25.597110] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:25.597171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:25.598038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:25.663042] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.664484] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.690453] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-24
[2025-12-25T20:36:25.710395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:25.711609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:25.712837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.801837] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-25T20:36:25.801907] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=51.6714%)
[2025-12-25T20:36:25.802262] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-25T20:36:25.802313] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-25T20:36:25.802711] [INFO ] [main      ] Progress: 305/364 forecasts completed (83.8%). FLWS finished in 0.7s. ETA: 10.0s. Rate: 354.53 forecasts/min
[2025-12-25T20:36:25.816336] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.817253] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-25T20:36:25.817309] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-25T20:36:25.817341] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-25T20:36:25.818135] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:25.818198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:25.822959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.824726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.825196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:25.826058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:25.827984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:25.831817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-25T20:36:25.833163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.833975] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.862500] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:25.907410] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-25T20:36:25.907482] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-6.75% (Conf=57.1727%)
[2025-12-25T20:36:25.907828] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-25T20:36:25.907879] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-25T20:36:25.908778] [INFO ] [main      ] Progress: 306/364 forecasts completed (84.1%). DRMA finished in 0.6s. ETA: 9.8s. Rate: 354.97 forecasts/min
[2025-12-25T20:36:25.921195] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.921949] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-25T20:36:25.922018] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=48.8237%)
[2025-12-25T20:36:25.922130] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-25T20:36:25.922191] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-25T20:36:25.922223] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-25T20:36:25.922384] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-25T20:36:25.922436] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-25T20:36:25.922659] [INFO ] [main      ] Progress: 307/364 forecasts completed (84.3%). OFS finished in 0.6s. ETA: 9.6s. Rate: 356.03 forecasts/min
[2025-12-25T20:36:25.923219] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-25T20:36:25.923720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.925475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:25.925997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.926432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:25.926831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:25.927613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:25.928175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:25.929510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:25.932382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:25.933917] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:25.934389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:25.934953] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-25T20:36:25.935007] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-25T20:36:25.935040] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-25T20:36:25.935852] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:25.935913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:25.936767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:25.937690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:25.938211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:26.055053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:26.057186] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.164395] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.227270] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.271810] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.334506] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.338128] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-25T20:36:26.338221] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=44.5659%)
[2025-12-25T20:36:26.338709] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-25T20:36:26.338765] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-25T20:36:26.340059] [INFO ] [main      ] Progress: 308/364 forecasts completed (84.6%). MLAB finished in 0.8s. ETA: 9.5s. Rate: 354.33 forecasts/min
[2025-12-25T20:36:26.353791] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:26.354739] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-25T20:36:26.354799] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-25T20:36:26.354831] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-25T20:36:26.355642] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:26.355713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:26.357410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:26.357934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:26.358323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:26.360008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:26.361133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:26.361837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:26.402696] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-25T20:36:26.402765] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=73.6705%)
[2025-12-25T20:36:26.403139] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-25T20:36:26.403189] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-25T20:36:26.403648] [INFO ] [main      ] Progress: 309/364 forecasts completed (84.9%). GAIN finished in 0.6s. ETA: 9.3s. Rate: 355.05 forecasts/min
[2025-12-25T20:36:26.403694] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.416956] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:26.418306] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-25T20:36:26.418363] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-25T20:36:26.418395] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-25T20:36:26.419190] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:26.419254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:26.424064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:26.424886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:26.427656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:26.429393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:26.429883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:26.430952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:26.432936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:26.443689] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.524252] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-25T20:36:26.524321] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=64.5468%)
[2025-12-25T20:36:26.524728] [INFO ] [main      ] Progress: 310/364 forecasts completed (85.2%). CSX finished in 0.6s. ETA: 9.1s. Rate: 355.38 forecasts/min
[2025-12-25T20:36:26.524855] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-25T20:36:26.524897] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-25T20:36:26.537819] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:26.538664] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-25T20:36:26.538724] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-25T20:36:26.538758] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-25T20:36:26.539548] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:26.539632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:26.540338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:26.541992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:26.542504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:26.543620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:26.545222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:26.546275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:26.546961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:26.579788] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.640904] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-25T20:36:26.640973] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=47.3066%)
[2025-12-25T20:36:26.641409] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-25T20:36:26.641470] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-25T20:36:26.642672] [INFO ] [main      ] Progress: 311/364 forecasts completed (85.4%). PAGS finished in 0.7s. ETA: 8.9s. Rate: 355.72 forecasts/min
[2025-12-25T20:36:26.653561] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:26.654638] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-25T20:36:26.654703] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-25T20:36:26.654742] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-25T20:36:26.655719] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:26.655789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:26.662006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:26.678065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:26.708670] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.768752] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.881674] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.884783] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-24
[2025-12-25T20:36:26.935359] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:26.997421] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-25T20:36:26.997502] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=42.6868%)
[2025-12-25T20:36:26.997899] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-25T20:36:26.997949] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-25T20:36:26.998668] [INFO ] [main      ] Progress: 312/364 forecasts completed (85.7%). SY finished in 0.6s. ETA: 8.8s. Rate: 354.46 forecasts/min
[2025-12-25T20:36:27.012885] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.014115] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-25T20:36:27.014167] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-25T20:36:27.014198] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-25T20:36:27.014994] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:27.015057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:27.019235] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-25T20:36:27.019368] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-5.26% (Conf=59.7344%)
[2025-12-25T20:36:27.019599] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-25T20:36:27.019835] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-25T20:36:27.020836] [INFO ] [main      ] Progress: 313/364 forecasts completed (86.0%). AGX finished in 0.7s. ETA: 8.6s. Rate: 355.45 forecasts/min
[2025-12-25T20:36:27.020946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:27.022073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:27.029436] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-24
[2025-12-25T20:36:27.036166] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.037271] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-25T20:36:27.037323] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-25T20:36:27.037355] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-25T20:36:27.038362] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:27.038423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:27.039152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:27.040219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-25T20:36:27.042086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.058379] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.061402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:27.062674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:27.063343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:27.064875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:27.067560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.138884] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-25T20:36:27.138964] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=52.4799%)
[2025-12-25T20:36:27.139292] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-25T20:36:27.139342] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-25T20:36:27.141644] [INFO ] [main      ] Progress: 314/364 forecasts completed (86.3%). FIZZ finished in 0.6s. ETA: 8.4s. Rate: 355.77 forecasts/min
[2025-12-25T20:36:27.152365] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.153378] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-25T20:36:27.153429] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-25T20:36:27.153460] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-25T20:36:27.154262] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:27.154323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:27.159105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:27.159935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:27.161119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:27.163072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:27.163809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:36:27.165419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.197551] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.307000] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-25T20:36:27.307071] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=63.9205%)
[2025-12-25T20:36:27.307434] [INFO ] [main      ] Progress: 315/364 forecasts completed (86.5%). RBLX finished in 0.7s. ETA: 8.3s. Rate: 355.79 forecasts/min
[2025-12-25T20:36:27.307559] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-25T20:36:27.307617] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-25T20:36:27.318731] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.319457] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-25T20:36:27.319507] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-25T20:36:27.319537] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-25T20:36:27.320329] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:27.320388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:27.321098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:27.323088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:27.337665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.375662] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-24
[2025-12-25T20:36:27.397830] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-24
[2025-12-25T20:36:27.501091] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-24
[2025-12-25T20:36:27.543074] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.562454] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.614016] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-25T20:36:27.614087] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=36.9669%)
[2025-12-25T20:36:27.614566] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-25T20:36:27.614633] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-25T20:36:27.614658] [INFO ] [main      ] Progress: 316/364 forecasts completed (86.8%). AVDL finished in 0.6s. ETA: 8.1s. Rate: 354.86 forecasts/min
[2025-12-25T20:36:27.626219] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-25T20:36:27.626294] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=53.4311%)
[2025-12-25T20:36:27.626692] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-25T20:36:27.626743] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-25T20:36:27.627507] [INFO ] [main      ] Progress: 317/364 forecasts completed (87.1%). AWRE finished in 0.6s. ETA: 7.9s. Rate: 355.90 forecasts/min
[2025-12-25T20:36:27.628299] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.629148] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-25T20:36:27.629202] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-25T20:36:27.629233] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-25T20:36:27.630077] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:27.630137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:27.630865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:27.633204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:27.634264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.639747] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.640533] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-25T20:36:27.640607] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-25T20:36:27.640640] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-25T20:36:27.641393] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:27.641453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:27.646139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:27.647912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:27.648382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:27.650000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:27.667341] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.677267] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-24
[2025-12-25T20:36:27.690862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.751211] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-25T20:36:27.751283] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=61.9557%)
[2025-12-25T20:36:27.751857] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-25T20:36:27.751902] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-25T20:36:27.753658] [INFO ] [main      ] Progress: 318/364 forecasts completed (87.4%). PHUN finished in 0.6s. ETA: 7.7s. Rate: 356.18 forecasts/min
[2025-12-25T20:36:27.768751] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.769634] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-25T20:36:27.769686] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-25T20:36:27.769716] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-25T20:36:27.770474] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:27.770533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:27.772209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:27.772976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:27.774602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.851292] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:27.910877] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-25T20:36:27.910945] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.9535%)
[2025-12-25T20:36:27.911320] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-25T20:36:27.911371] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-25T20:36:27.911663] [INFO ] [main      ] Progress: 319/364 forecasts completed (87.6%). BGRN finished in 0.6s. ETA: 7.6s. Rate: 356.25 forecasts/min
[2025-12-25T20:36:27.922733] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:27.923720] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-25T20:36:27.923771] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-25T20:36:27.923802] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-25T20:36:27.924554] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:27.924633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:27.926311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:27.926842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:27.927230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:27.965996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:27.967014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:27.968265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:27.976637] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.026193] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.109075] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.147997] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.191395] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.258630] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-25T20:36:28.258704] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=53.2185%)
[2025-12-25T20:36:28.259085] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-25T20:36:28.259137] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-25T20:36:28.259108] [INFO ] [main      ] Progress: 320/364 forecasts completed (87.9%). IPGP finished in 0.6s. ETA: 7.4s. Rate: 355.07 forecasts/min
[2025-12-25T20:36:28.269722] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-25T20:36:28.269787] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=65.4739%)
[2025-12-25T20:36:28.270168] [INFO ] [main      ] Progress: 321/364 forecasts completed (88.2%). IGIC finished in 0.6s. ETA: 7.2s. Rate: 356.11 forecasts/min
[2025-12-25T20:36:28.270291] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-25T20:36:28.270333] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-25T20:36:28.273722] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.275363] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-25T20:36:28.275420] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-25T20:36:28.275456] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-25T20:36:28.276279] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:28.276341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:28.277185] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.281406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:28.283298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:28.283640] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.283843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:28.284246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.284364] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-25T20:36:28.284421] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-25T20:36:28.284454] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-25T20:36:28.285232] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:28.285295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:28.290064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:28.292956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:28.293569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:28.295223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:28.295686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-25T20:36:28.296728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-25T20:36:28.298671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.306671] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.341099] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-25T20:36:28.341168] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=67.6768%)
[2025-12-25T20:36:28.341562] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-25T20:36:28.341629] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-25T20:36:28.341652] [INFO ] [main      ] Progress: 322/364 forecasts completed (88.5%). SHEN finished in 0.6s. ETA: 7.1s. Rate: 356.75 forecasts/min
[2025-12-25T20:36:28.354674] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.355617] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-25T20:36:28.355669] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-25T20:36:28.355700] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-25T20:36:28.356450] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:28.356515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:28.358189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:28.358710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:28.359093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:28.397588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:28.447012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.477191] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.607385] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-25T20:36:28.607455] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=46.8081%)
[2025-12-25T20:36:28.607857] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-25T20:36:28.607908] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-25T20:36:28.608661] [INFO ] [main      ] Progress: 323/364 forecasts completed (88.7%). SANM finished in 0.7s. ETA: 6.9s. Rate: 356.10 forecasts/min
[2025-12-25T20:36:28.619505] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.622511] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-25T20:36:28.622562] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-25T20:36:28.622618] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-25T20:36:28.623392] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:28.623454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:28.624366] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.625443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:28.629738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.631181] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.784763] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-24
[2025-12-25T20:36:28.798157] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.799151] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.872181] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-25T20:36:28.872254] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=55.6873%)
[2025-12-25T20:36:28.872463] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-25T20:36:28.872515] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-25T20:36:28.873895] [INFO ] [main      ] Progress: 324/364 forecasts completed (89.0%). ING finished in 0.6s. ETA: 6.8s. Rate: 355.47 forecasts/min
[2025-12-25T20:36:28.885890] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.886787] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-25T20:36:28.886839] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-25T20:36:28.886871] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-25T20:36:28.888002] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:28.888065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:28.890454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:28.892152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:28.893790] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-25T20:36:28.893880] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-2.73% (Conf=41.621%)
[2025-12-25T20:36:28.894132] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-25T20:36:28.894193] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-25T20:36:28.894818] [INFO ] [main      ] Progress: 325/364 forecasts completed (89.3%). BYD finished in 0.6s. ETA: 6.6s. Rate: 356.43 forecasts/min
[2025-12-25T20:36:28.907421] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:28.911548] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-25T20:36:28.911634] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-25T20:36:28.911670] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-25T20:36:28.912533] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:28.912612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:28.917618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:28.918924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.931640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:28.933692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:28.950969] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:28.951351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:28.973382] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.055350] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-25T20:36:29.055419] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=48.6796%)
[2025-12-25T20:36:29.055829] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-25T20:36:29.055881] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-25T20:36:29.056655] [INFO ] [main      ] Progress: 326/364 forecasts completed (89.6%). TFIN finished in 0.7s. ETA: 6.4s. Rate: 356.47 forecasts/min
[2025-12-25T20:36:29.070348] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.071054] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-25T20:36:29.071109] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-25T20:36:29.071141] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-25T20:36:29.071928] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:29.071987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:29.073661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:29.074163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:29.074548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-25T20:36:29.080361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:29.147260] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:29.279194] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.286484] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.344447] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-25T20:36:29.344514] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=56.081%)
[2025-12-25T20:36:29.344691] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-25T20:36:29.344741] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-25T20:36:29.346650] [INFO ] [main      ] Progress: 327/364 forecasts completed (89.8%). MKL finished in 0.7s. ETA: 6.2s. Rate: 355.69 forecasts/min
[2025-12-25T20:36:29.356426] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.357161] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-25T20:36:29.357210] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-25T20:36:29.357242] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-25T20:36:29.358024] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:29.358084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:29.363056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:29.364918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:29.365416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:29.365836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:29.366767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:29.369359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:29.370063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:29.414528] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.448526] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:29.450003] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:29.511854] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-25T20:36:29.511927] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-3.67% (Conf=55.7434%)
[2025-12-25T20:36:29.512309] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-25T20:36:29.512361] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-25T20:36:29.512332] [INFO ] [main      ] Progress: 328/364 forecasts completed (90.1%). DTIL finished in 0.6s. ETA: 6.1s. Rate: 355.71 forecasts/min
[2025-12-25T20:36:29.526031] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.526892] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-25T20:36:29.526944] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-25T20:36:29.526977] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-25T20:36:29.527671] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-25T20:36:29.527736] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=48.8376%)
[2025-12-25T20:36:29.527777] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:29.527843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:29.528152] [INFO ] [main      ] Progress: 329/364 forecasts completed (90.4%). SRI finished in 0.7s. ETA: 5.9s. Rate: 356.69 forecasts/min
[2025-12-25T20:36:29.528337] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-25T20:36:29.528393] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-25T20:36:29.533301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:29.535175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:29.535711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:29.536157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:29.536551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:29.537330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:29.538158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:29.541261] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.542146] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-25T20:36:29.542196] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-25T20:36:29.542227] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-25T20:36:29.543012] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:29.543073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:29.543938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:29.545188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-25T20:36:29.546340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-25T20:36:29.549210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:29.551633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:29.553266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:29.582440] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:29.638772] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-25T20:36:29.638842] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=47.3624%)
[2025-12-25T20:36:29.639243] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-25T20:36:29.639312] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-25T20:36:29.640649] [INFO ] [main      ] Progress: 330/364 forecasts completed (90.7%). RES finished in 0.6s. ETA: 5.7s. Rate: 357.05 forecasts/min
[2025-12-25T20:36:29.650137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:29.652434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:29.652794] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.653790] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-25T20:36:29.653843] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-25T20:36:29.653875] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-25T20:36:29.654660] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:29.654721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:29.659457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:29.661135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:29.661904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:29.663163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-25T20:36:29.665457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-25T20:36:29.666812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:29.717137] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.888295] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-24
[2025-12-25T20:36:29.890079] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:29.953039] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-25T20:36:29.953106] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=56.0761%)
[2025-12-25T20:36:29.953471] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-25T20:36:29.953527] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-25T20:36:29.953657] [INFO ] [main      ] Progress: 331/364 forecasts completed (90.9%). TBB finished in 0.6s. ETA: 5.6s. Rate: 356.12 forecasts/min
[2025-12-25T20:36:29.964985] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:29.966104] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-25T20:36:29.966175] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-25T20:36:29.966219] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-25T20:36:29.967248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:29.967311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:29.973000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:29.973889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:29.975540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.006528] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.039040] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.060775] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.126755] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-25T20:36:30.126830] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=55.8061%)
[2025-12-25T20:36:30.127243] [INFO ] [main      ] Progress: 332/364 forecasts completed (91.2%). QVCC finished in 0.6s. ETA: 5.4s. Rate: 356.09 forecasts/min
[2025-12-25T20:36:30.127442] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-25T20:36:30.127488] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-25T20:36:30.140981] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.142000] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-25T20:36:30.142052] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-25T20:36:30.142083] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-25T20:36:30.142876] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:30.142938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:30.147690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:30.149456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:30.149940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:30.150316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:30.151037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:30.188904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:30.190204] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.190480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:30.193139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:36:30.194755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.206474] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.280651] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-25T20:36:30.280721] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=56.9688%)
[2025-12-25T20:36:30.281169] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-25T20:36:30.281220] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-25T20:36:30.281680] [INFO ] [main      ] Progress: 333/364 forecasts completed (91.5%). AMZD finished in 0.8s. ETA: 5.2s. Rate: 356.18 forecasts/min
[2025-12-25T20:36:30.282671] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-25T20:36:30.282750] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=56.3953%)
[2025-12-25T20:36:30.283144] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-25T20:36:30.283201] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-25T20:36:30.284094] [INFO ] [main      ] Progress: 334/364 forecasts completed (91.8%). BRZE finished in 0.6s. ETA: 5.0s. Rate: 357.23 forecasts/min
[2025-12-25T20:36:30.294669] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.295678] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-25T20:36:30.295730] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-25T20:36:30.295761] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-25T20:36:30.296516] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:30.296595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:30.296747] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.297508] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-25T20:36:30.297567] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-25T20:36:30.297625] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-25T20:36:30.298262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:30.298417] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:30.298480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:30.298782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:30.299217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:30.299650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:30.300253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:30.300519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-25T20:36:30.300801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:30.301219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.301260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:30.301687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:30.302480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.330324] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.504792] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.534408] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.638661] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.646693] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-24
[2025-12-25T20:36:30.653328] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-25T20:36:30.653401] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=56.4812%)
[2025-12-25T20:36:30.653872] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-25T20:36:30.653957] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-25T20:36:30.654669] [INFO ] [main      ] Progress: 335/364 forecasts completed (92.0%). EG finished in 0.7s. ETA: 4.9s. Rate: 355.95 forecasts/min
[2025-12-25T20:36:30.666988] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.667886] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-25T20:36:30.667944] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-25T20:36:30.667975] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-25T20:36:30.668837] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:30.668905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:30.674181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:30.676491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:30.677064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:30.709518] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.715848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:30.716972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:30.718874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.808746] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-25T20:36:30.808813] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=54.0423%)
[2025-12-25T20:36:30.808968] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-25T20:36:30.809011] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-25T20:36:30.809472] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.810651] [INFO ] [main      ] Progress: 336/364 forecasts completed (92.3%). SUPN finished in 0.7s. ETA: 4.7s. Rate: 356.03 forecasts/min
[2025-12-25T20:36:30.817775] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:30.822624] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.823676] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-25T20:36:30.823729] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-25T20:36:30.823760] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-25T20:36:30.824496] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:30.824560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:30.829321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:30.830297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.874407] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-25T20:36:30.874475] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=67.991%)
[2025-12-25T20:36:30.874649] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-25T20:36:30.874700] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-25T20:36:30.875775] [INFO ] [main      ] Progress: 337/364 forecasts completed (92.6%). XRX finished in 0.6s. ETA: 4.5s. Rate: 356.68 forecasts/min
[2025-12-25T20:36:30.887790] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.888938] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-25T20:36:30.888992] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-25T20:36:30.889024] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-25T20:36:30.889856] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:30.889913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:30.890625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:30.894115] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-25T20:36:30.894183] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-3.47% (Conf=56.0055%)
[2025-12-25T20:36:30.894531] [INFO ] [main      ] Progress: 338/364 forecasts completed (92.9%). LAES finished in 0.6s. ETA: 4.4s. Rate: 357.62 forecasts/min
[2025-12-25T20:36:30.894690] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-25T20:36:30.894733] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-25T20:36:30.907327] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:30.908387] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-25T20:36:30.908438] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-25T20:36:30.908469] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-25T20:36:30.909258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:30.909340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:30.914182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:30.916188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:31.063162] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.170315] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.227656] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.231245] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:31.258432] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.313431] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-25T20:36:31.313500] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=6.17% (Conf=59.3805%)
[2025-12-25T20:36:31.313913] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-25T20:36:31.313966] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-25T20:36:31.315683] [INFO ] [main      ] Progress: 339/364 forecasts completed (93.1%). HOG finished in 0.7s. ETA: 4.2s. Rate: 356.03 forecasts/min
[2025-12-25T20:36:31.325009] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:31.326014] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-25T20:36:31.326066] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-25T20:36:31.326097] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-25T20:36:31.326888] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:31.326949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:31.331718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:31.332542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:31.335235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-25T20:36:31.339054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:31.341649] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:31.341731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:31.396789] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:31.418456] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-25T20:36:31.418524] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=53.4251%)
[2025-12-25T20:36:31.419116] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-25T20:36:31.419167] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-25T20:36:31.419642] [INFO ] [main      ] Progress: 340/364 forecasts completed (93.4%). CVEO finished in 0.6s. ETA: 4.0s. Rate: 356.43 forecasts/min
[2025-12-25T20:36:31.428745] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:31.432388] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:31.433472] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-25T20:36:31.433524] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-25T20:36:31.433556] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-25T20:36:31.434522] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:31.434606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:31.436653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:31.437166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:31.437567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-25T20:36:31.448733] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-25T20:36:31.448807] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-25T20:36:31.449010] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-25T20:36:31.449056] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-25T20:36:31.450637] [INFO ] [main      ] Progress: 341/364 forecasts completed (93.7%). VGSH finished in 0.6s. ETA: 3.9s. Rate: 357.29 forecasts/min
[2025-12-25T20:36:31.464772] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:31.465779] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-25T20:36:31.465841] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-25T20:36:31.465875] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-25T20:36:31.466726] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-25T20:36:31.466801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:31.468546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:31.469114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:31.469525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:31.478634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:31.479514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:31.483805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:31.485487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:31.486135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:31.500024] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-25T20:36:31.500104] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-3.35% (Conf=52.2565%)
[2025-12-25T20:36:31.500535] [INFO ] [main      ] Progress: 342/364 forecasts completed (94.0%). SDA finished in 0.6s. ETA: 3.7s. Rate: 358.02 forecasts/min
[2025-12-25T20:36:31.500713] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-25T20:36:31.500919] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-25T20:36:31.517605] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:31.518755] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-25T20:36:31.518811] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-25T20:36:31.518844] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-25T20:36:31.519689] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:31.519752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:31.520354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:31.523170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:31.525274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:31.527546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-25T20:36:31.529153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:31.546436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:31.551067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:31.553230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:31.554320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:31.691443] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.834738] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.865225] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.882213] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:31.891874] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-24
[2025-12-25T20:36:31.957502] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-25T20:36:31.957587] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=3.07% (Conf=54.0617%)
[2025-12-25T20:36:31.957975] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-25T20:36:31.958027] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-25T20:36:31.958061] [INFO ] [main      ] Progress: 343/364 forecasts completed (94.2%). PX finished in 0.6s. ETA: 3.5s. Rate: 356.23 forecasts/min
[2025-12-25T20:36:31.970673] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:31.971654] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-25T20:36:31.971710] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-25T20:36:31.971743] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-25T20:36:31.972633] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:31.972701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:31.974538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:31.975089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:31.975511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-25T20:36:31.977316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:31.978212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:31.979483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-25T20:36:31.980256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:31.981465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.000181] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.033898] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.057908] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.065646] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-25T20:36:32.065718] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=38.3656%)
[2025-12-25T20:36:32.066098] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-25T20:36:32.066150] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-25T20:36:32.066145] [INFO ] [main      ] Progress: 344/364 forecasts completed (94.5%). CXDO finished in 0.6s. ETA: 3.4s. Rate: 356.60 forecasts/min
[2025-12-25T20:36:32.078678] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.079568] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-25T20:36:32.079645] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-25T20:36:32.079678] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-25T20:36:32.080454] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:32.080522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:32.085529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-25T20:36:32.086377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:32.087225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-25T20:36:32.117398] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-25T20:36:32.117468] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=53.6314%)
[2025-12-25T20:36:32.117827] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-25T20:36:32.117917] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-25T20:36:32.118821] [INFO ] [main      ] Progress: 345/364 forecasts completed (94.8%). CASS finished in 0.6s. ETA: 3.2s. Rate: 357.31 forecasts/min
[2025-12-25T20:36:32.119204] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-25T20:36:32.119299] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=59.7414%)
[2025-12-25T20:36:32.119659] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-25T20:36:32.119711] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-25T20:36:32.119706] [INFO ] [main      ] Progress: 346/364 forecasts completed (95.1%). SCM finished in 0.7s. ETA: 3.0s. Rate: 358.34 forecasts/min
[2025-12-25T20:36:32.131409] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.132291] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-25T20:36:32.132358] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-25T20:36:32.132402] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-25T20:36:32.132625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:32.133219] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:32.133295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:32.133876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:32.135044] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.135859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-25T20:36:32.135971] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-25T20:36:32.136024] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-25T20:36:32.136055] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-25T20:36:32.136870] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-25T20:36:32.136928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:32.137201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-25T20:36:32.137705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:32.138330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-25T20:36:32.138332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:32.139753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:32.140176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:32.140701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-25T20:36:32.140959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.141150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.141407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-25T20:36:32.143454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.331835] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-24
[2025-12-25T20:36:32.472568] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-24
[2025-12-25T20:36:32.476317] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-24
[2025-12-25T20:36:32.477806] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-24
[2025-12-25T20:36:32.497773] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.593899] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-25T20:36:32.593969] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-5.06% (Conf=56.2885%)
[2025-12-25T20:36:32.594438] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-25T20:36:32.594490] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-25T20:36:32.594667] [INFO ] [main      ] Progress: 347/364 forecasts completed (95.3%). RARE finished in 0.6s. ETA: 2.9s. Rate: 356.45 forecasts/min
[2025-12-25T20:36:32.605366] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.606255] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-25T20:36:32.606311] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-25T20:36:32.606342] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-25T20:36:32.607127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:32.607187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:32.611955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:32.613717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:32.614339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:32.614921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.640256] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.648084] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.662995] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:32.762082] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-25T20:36:32.762161] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=61.9164%)
[2025-12-25T20:36:32.762590] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-25T20:36:32.762645] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-25T20:36:32.762633] [INFO ] [main      ] Progress: 348/364 forecasts completed (95.6%). GLTO finished in 0.7s. ETA: 2.7s. Rate: 356.45 forecasts/min
[2025-12-25T20:36:32.775431] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.776411] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-25T20:36:32.776460] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-25T20:36:32.776492] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-25T20:36:32.777286] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:32.777346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:32.779034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:32.779554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-25T20:36:32.781950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-25T20:36:32.782732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:32.783349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.794988] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-25T20:36:32.795065] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=57.3855%)
[2025-12-25T20:36:32.795432] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-25T20:36:32.795487] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-25T20:36:32.796328] [INFO ] [main      ] Progress: 349/364 forecasts completed (95.9%). CMI finished in 0.7s. ETA: 2.5s. Rate: 357.27 forecasts/min
[2025-12-25T20:36:32.803305] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-25T20:36:32.803382] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.3794%)
[2025-12-25T20:36:32.803827] [INFO ] [main      ] Progress: 350/364 forecasts completed (96.2%). DRLL finished in 0.7s. ETA: 2.3s. Rate: 358.25 forecasts/min
[2025-12-25T20:36:32.803967] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-25T20:36:32.804010] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-25T20:36:32.810122] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.812500] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-25T20:36:32.812552] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-25T20:36:32.812600] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-25T20:36:32.813359] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:32.813416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:32.818145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.819248] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:32.820125] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-25T20:36:32.820183] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-25T20:36:32.820216] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-25T20:36:32.821080] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:32.821146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:32.826293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:32.828235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:32.828759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:32.829230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:32.829688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-25T20:36:32.832526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:32.948297] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.114181] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:33.116910] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.155070] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.170403] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.199496] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-25T20:36:33.199591] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=51.0035%)
[2025-12-25T20:36:33.200030] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-25T20:36:33.200082] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-25T20:36:33.201664] [INFO ] [main      ] Progress: 351/364 forecasts completed (96.4%). GME finished in 0.6s. ETA: 2.2s. Rate: 356.85 forecasts/min
[2025-12-25T20:36:33.211945] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:33.213672] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-25T20:36:33.213724] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-25T20:36:33.213754] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-25T20:36:33.214504] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:33.214566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-25T20:36:33.219369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:33.221124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:33.221601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-25T20:36:33.225751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-25T20:36:33.227233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:33.229874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:33.287607] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:33.323960] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:33.343751] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:33.364091] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-25T20:36:33.364160] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=61.8475%)
[2025-12-25T20:36:33.364520] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-25T20:36:33.364583] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-25T20:36:33.366660] [INFO ] [main      ] Progress: 352/364 forecasts completed (96.7%). ENVX finished in 0.6s. ETA: 2.0s. Rate: 356.87 forecasts/min
[2025-12-25T20:36:33.377481] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:33.377909] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-25T20:36:33.377980] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=46.0566%)
[2025-12-25T20:36:33.378129] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-25T20:36:33.378171] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-25T20:36:33.378484] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-25T20:36:33.378539] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-25T20:36:33.378594] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-25T20:36:33.378490] [INFO ] [main      ] Progress: 353/364 forecasts completed (97.0%). AVK finished in 0.6s. ETA: 1.8s. Rate: 357.81 forecasts/min
[2025-12-25T20:36:33.379374] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-25T20:36:33.379437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:33.381127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:33.381658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:33.382038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-25T20:36:33.391117] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:33.392136] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-25T20:36:33.392186] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-25T20:36:33.392217] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-25T20:36:33.393011] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-25T20:36:33.393072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:33.394743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:33.395242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:33.395657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:33.434533] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-25T20:36:33.434620] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=7.36% (Conf=50.1219%)
[2025-12-25T20:36:33.434874] [INFO ] [main      ] Fetching symbol history for XOMA...
[2025-12-25T20:36:33.434924] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2025-12-25T20:36:33.435902] [INFO ] [main      ] Progress: 354/364 forecasts completed (97.3%). BDSX finished in 0.6s. ETA: 1.7s. Rate: 358.48 forecasts/min
[2025-12-25T20:36:33.448840] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:33.450596] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2025-12-25T20:36:33.450653] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2025-12-25T20:36:33.450687] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2025-12-25T20:36:33.451527] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-25T20:36:33.451624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:33.453491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:33.454059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-25T20:36:33.456384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:33.505423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:33.506740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-25T20:36:33.507896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-25T20:36:33.510822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:33.512438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:33.567747] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.571965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:33.573186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-25T20:36:33.574250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-25T20:36:33.593156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:33.734526] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:33.787907] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.802652] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-25T20:36:33.802722] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=43.65% (Conf=51.3107%)
[2025-12-25T20:36:33.803091] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-25T20:36:33.803141] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-25T20:36:33.803659] [INFO ] [main      ] Progress: 355/364 forecasts completed (97.5%). PSQH finished in 0.6s. ETA: 1.5s. Rate: 357.28 forecasts/min
[2025-12-25T20:36:33.813486] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:33.814315] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-25T20:36:33.814369] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-25T20:36:33.814401] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-25T20:36:33.815175] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:33.815234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-25T20:36:33.815833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-25T20:36:33.817871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:33.851918] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.941257] [DEBUG] [MAG       ] XOMA: Last date is validated at 2025-12-24
[2025-12-25T20:36:33.952780] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.018322] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-25T20:36:34.018393] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=47.5106%)
[2025-12-25T20:36:34.018523] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.018790] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-25T20:36:34.018849] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-25T20:36:34.019668] [INFO ] [main      ] Progress: 356/364 forecasts completed (97.8%). PUK finished in 0.7s. ETA: 1.3s. Rate: 356.99 forecasts/min
[2025-12-25T20:36:34.031477] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:34.032537] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-25T20:36:34.032621] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-25T20:36:34.032662] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-25T20:36:34.033629] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-25T20:36:34.033692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:34.035399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:34.035924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:34.036312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-25T20:36:34.037272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-25T20:36:34.038508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:34.115196] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.126460] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-25T20:36:34.126530] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=66.1376%)
[2025-12-25T20:36:34.126913] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-25T20:36:34.126966] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-25T20:36:34.127654] [INFO ] [main      ] Progress: 357/364 forecasts completed (98.1%). FCX finished in 0.7s. ETA: 1.2s. Rate: 357.35 forecasts/min
[2025-12-25T20:36:34.140962] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:34.141810] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-25T20:36:34.141866] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-25T20:36:34.141898] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-25T20:36:34.142688] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:34.142747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-25T20:36:34.143769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:34.207151] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2025-12-25T20:36:34.207225] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=41.1081%)
[2025-12-25T20:36:34.207615] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-25T20:36:34.207643] [INFO ] [main      ] Progress: 358/364 forecasts completed (98.4%). XOMA finished in 0.8s. ETA: 1.0s. Rate: 357.87 forecasts/min
[2025-12-25T20:36:34.207698] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-25T20:36:34.214045] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-24
[2025-12-25T20:36:34.221138] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:34.221946] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-25T20:36:34.222001] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-25T20:36:34.222034] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-25T20:36:34.222837] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-25T20:36:34.222902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-25T20:36:34.223500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-25T20:36:34.225218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:34.370707] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-24
[2025-12-25T20:36:34.381106] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.480250] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-25T20:36:34.480323] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=66.5492%)
[2025-12-25T20:36:34.480743] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-25T20:36:34.480795] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-25T20:36:34.481568] [INFO ] [main      ] Progress: 359/364 forecasts completed (98.6%). WH finished in 0.7s. ETA: 0.8s. Rate: 357.24 forecasts/min
[2025-12-25T20:36:34.491939] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:34.492708] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-25T20:36:34.492764] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-25T20:36:34.492795] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-25T20:36:34.493200] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-24
[2025-12-25T20:36:34.493569] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-25T20:36:34.493987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-25T20:36:34.495749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-25T20:36:34.496254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-25T20:36:34.496675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-25T20:36:34.498684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-25T20:36:34.499179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-25T20:36:34.500210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-25T20:36:34.501910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-25T20:36:34.502962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-25T20:36:34.503637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:34.538854] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.581386] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-24
[2025-12-25T20:36:34.597324] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-25T20:36:34.597398] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=52.4915%)
[2025-12-25T20:36:34.597822] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-25T20:36:34.598195] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-25T20:36:34.598739] [INFO ] [main      ] Progress: 360/364 forecasts completed (98.9%). CZWI finished in 0.6s. ETA: 0.7s. Rate: 357.54 forecasts/min
[2025-12-25T20:36:34.611423] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-25T20:36:34.612415] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-25T20:36:34.612473] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-25T20:36:34.612503] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-25T20:36:34.613289] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-25T20:36:34.613348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-25T20:36:34.614216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-25T20:36:34.664391] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.759168] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:34.818489] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-25T20:36:34.818559] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=33.67% (Conf=37.298%)
[2025-12-25T20:36:34.818996] [INFO ] [main      ] Progress: 361/364 forecasts completed (99.2%). PLRX finished in 0.7s. ETA: 0.5s. Rate: 357.23 forecasts/min
[2025-12-25T20:36:34.839516] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-24
[2025-12-25T20:36:34.855867] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-25T20:36:34.855940] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=56.7039%)
[2025-12-25T20:36:34.856190] [INFO ] [main      ] Progress: 362/364 forecasts completed (99.5%). ETSY finished in 0.6s. ETA: 0.3s. Rate: 358.00 forecasts/min
[2025-12-25T20:36:34.947424] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-24
[2025-12-25T20:36:35.006915] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:35.068410] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-25T20:36:35.068481] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-12-25T20:36:35.068904] [INFO ] [main      ] Progress: 363/364 forecasts completed (99.7%). OPP finished in 0.6s. ETA: 0.2s. Rate: 357.73 forecasts/min
[2025-12-25T20:36:35.112896] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-26
[2025-12-25T20:36:35.166956] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-25T20:36:35.167027] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=55.9223%)
[2025-12-25T20:36:35.167600] [INFO ] [main      ] Progress: 364/364 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 358.14 forecasts/min
[2025-12-25T20:36:35.196953] [INFO ] [main      ] Parallel forecast generation completed in 1m 1s. Processed 364 forecasts.
[2025-12-25T20:36:35.197060] [INFO ] [main      ] Generated and saved 364 forecast pairs.
[2025-12-25T20:36:35.839329] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (364/364 @ 100.00%)'
[2025-12-25T20:36:35.841078] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-25T20:36:35.841336] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-25T20:36:35.841735] [INFO ] [main      ] Found 28 forecast dates
[2025-12-25T20:36:35.841791] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-25T20:36:35.949666] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-25T20:36:35.952315] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-25T20:36:35.952416] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-25T20:36:36.045318] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-25T20:36:36.046836] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-25T20:36:36.046920] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-25T20:36:36.162014] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-25T20:36:36.163697] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-25T20:36:36.163784] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-25T20:36:36.257562] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-25T20:36:36.259067] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-25T20:36:36.259149] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-25T20:36:36.369272] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-25T20:36:36.389823] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-25T20:36:36.389905] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-25T20:36:36.513018] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-25T20:36:36.514853] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-25T20:36:36.514951] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-25T20:36:36.633684] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-25T20:36:36.636188] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-25T20:36:36.636298] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-25T20:36:36.743100] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-25T20:36:36.744817] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-25T20:36:36.744917] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-25T20:36:36.968891] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-25T20:36:36.972352] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-25T20:36:36.972507] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-25T20:36:37.153477] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-25T20:36:37.156301] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-25T20:36:37.156428] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-25T20:36:37.350614] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-25T20:36:37.353206] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-25T20:36:37.353327] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-25T20:36:37.569241] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-25T20:36:37.572512] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-25T20:36:37.572669] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-25T20:36:37.819968] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-25T20:36:37.823294] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-25T20:36:37.823454] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-25T20:36:38.031954] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-25T20:36:38.035340] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-25T20:36:38.035494] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-25T20:36:38.236684] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-25T20:36:38.241032] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-25T20:36:38.241195] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-25T20:36:38.455221] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-25T20:36:38.458523] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-25T20:36:38.458683] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-25T20:36:38.557594] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-25T20:36:38.559214] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-25T20:36:38.559329] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-25T20:36:38.656097] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-25T20:36:38.657672] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-25T20:36:38.657783] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-25T20:36:38.753534] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-25T20:36:38.755323] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-25T20:36:38.755419] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-25T20:36:38.847129] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-25T20:36:38.848660] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-25T20:36:38.848757] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-25T20:36:38.933023] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-25T20:36:38.934600] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-25T20:36:38.934699] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-25T20:36:39.034758] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-25T20:36:39.036613] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-25T20:36:39.036710] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-25T20:36:39.144335] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-25T20:36:39.146001] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-25T20:36:39.146106] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-25T20:36:39.240064] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-25T20:36:39.241678] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-25T20:36:39.241782] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-25T20:36:39.347122] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-25T20:36:39.348825] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-25T20:36:39.348928] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-25T20:36:39.438424] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-25T20:36:39.440071] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-25T20:36:39.440168] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-25T20:36:39.523672] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-25T20:36:39.525227] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-25T20:36:39.525323] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-25T20:36:39.532780] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2025-12-25T20:36:39.534103] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-25T20:36:39.534181] [INFO ] [main      ] Generated 28/28 forecast reports
[2025-12-25T20:36:39.534235] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-26.txt
[2025-12-25T20:36:40.026031] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-26'
[2025-12-25T20:36:40.026327] [INFO ] [main      ] Forecast report email sent for 2025-12-26
[2025-12-25T20:36:40.026408] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-25T20:36:40.026822] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-25T20:36:40.027021] [INFO ] [STATE     ] Last completion updated: 2025-12-25T20:36:40.026888