[2026-01-13T20:30:03.732620] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-13T20:30:03.905251] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-13T20:30:04.072880] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-13T20:30:04.249392] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-13T20:30:04.425459] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-13T20:30:04.425829] [WARN ] [STATE     ] State set to: WAITING
[2026-01-13T20:30:04.425889] [INFO ] [STATE     ] Checking service statuses...
[2026-01-13T20:30:04.432239] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:04.436247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:04.504050] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:04.572294] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:04.641169] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:04.641277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:07.646273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:07.649709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:07.652990] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:07.656190] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:07.659397] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:07.659466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:10.664775] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:10.669738] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:10.674130] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:10.678159] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:10.682080] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:10.682172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:13.688015] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:13.693643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:13.697818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:13.702209] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:13.706184] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:13.706283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:16.711025] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:16.714755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:16.718085] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:16.722165] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:16.725992] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:16.726073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:19.731045] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:19.734799] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:19.738381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:19.742062] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:19.745620] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:19.745710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:22.751076] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:22.755332] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:22.759516] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:22.763607] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:22.767525] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:22.767648] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:25.772522] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:25.776376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:25.779968] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:25.783856] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:25.787410] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:25.787498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:28.794115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:28.799977] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:28.804748] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:28.810791] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:28.814930] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:28.815016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:31.820240] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:31.824212] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:31.828105] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:31.831748] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:31.835282] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:31.835370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:34.840495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:34.844494] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:34.849145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:34.853485] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:34.857318] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:34.857395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:37.862640] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:37.867203] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:37.871286] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:37.875239] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:37.878636] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:37.878706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:40.885016] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:40.889097] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:40.892833] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:40.896395] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:40.899940] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:40.900021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:43.906008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:43.910429] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:43.914663] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:43.918649] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:43.922560] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:43.922689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:46.927910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:46.935563] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:46.939550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:46.943324] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:46.946986] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:46.947104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:49.952389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:49.956193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:49.959613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:49.962848] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:49.966040] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:49.966110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:52.972387] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:52.976515] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:52.980356] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:52.984144] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:52.988302] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:52.988398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:55.994009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:55.998394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:56.002351] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:56.005977] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:56.009893] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:56.009980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:30:59.015384] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:30:59.019473] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:30:59.023455] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:30:59.027259] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:30:59.031618] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:30:59.031735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:02.038129] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:02.042056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:02.045550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:02.048848] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:02.052259] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:02.052328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:05.058680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:05.062979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:05.135254] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:05.203301] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:05.270011] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:05.270151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:08.275158] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:08.279601] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:08.284326] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:08.289803] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:08.294362] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:08.294480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:11.300541] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:11.305249] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:11.309495] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:11.313735] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:11.317868] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:11.318030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:14.322868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:14.326247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:14.329672] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:14.333301] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:14.336780] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:14.336870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:17.344055] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:17.348070] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:17.353017] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:17.358002] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:17.363162] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:17.363325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:20.368975] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:20.373478] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:20.377525] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:20.382189] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:20.387234] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:20.387364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:23.392439] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:23.396047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:23.399557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:23.402999] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:23.406416] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:23.406487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:26.411659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:26.415732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:26.419474] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:26.422718] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:26.426126] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:26.426197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:29.431760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:29.435429] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:29.438976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:29.442587] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:29.446217] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:29.446306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:32.451418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:32.455738] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:32.459531] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:32.463033] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:32.467132] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:32.467254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:35.473478] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:35.478438] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:35.487528] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:35.491905] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:35.496217] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:35.496317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:38.501495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:38.505454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:38.509244] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:38.513100] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:38.517082] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:38.517184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:41.521710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:41.525527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:41.529029] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:41.532453] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:41.535850] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:41.535921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:44.540533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:44.544315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:44.548197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:44.551972] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:44.555662] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:44.555796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:47.561655] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:47.566197] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:47.570028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:47.573932] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:47.577593] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:47.577704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:50.584398] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:50.589423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:50.594436] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:50.599363] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:50.604263] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:50.604382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:53.609156] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:53.612540] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:53.615929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:53.619211] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:53.622554] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:53.622648] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:56.628229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:56.632061] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:56.635506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:56.638858] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:56.642919] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:56.643049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:31:59.648362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:31:59.652374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:31:59.655982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:31:59.659597] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:31:59.663504] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:31:59.663619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:02.668799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:02.672483] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:02.676123] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:02.679863] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:02.683543] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:02.683648] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:05.689108] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:05.693523] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:05.698221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:05.702617] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:05.707679] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:05.707802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:08.713068] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:08.717742] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:08.722304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:08.726604] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:08.731017] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:08.731142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:11.737172] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:11.740981] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:11.744489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:11.748260] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:11.752067] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:11.752168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:14.758186] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:14.762119] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:14.766127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:14.769773] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:14.773298] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:14.773400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:17.778660] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:17.782783] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:17.786820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:17.790958] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:17.794750] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:17.794839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:20.799817] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:20.803689] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:20.807702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:20.811382] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:20.814816] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:20.814904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:23.820035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:23.823627] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:23.827024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:23.830467] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:23.833992] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:23.834104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:26.838836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:26.843281] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:26.847776] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:26.852476] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:26.857570] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:26.857721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:29.862623] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:29.865946] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:29.869303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:29.872596] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:29.875861] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:29.875939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:32.880694] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:32.884518] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:32.888424] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:32.891734] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:32.895034] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:32.895106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:35.902377] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:35.907695] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:35.913310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:35.924982] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:35.930264] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:35.930350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:38.935704] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:38.939168] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:38.942330] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:38.945541] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:38.948775] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:38.948849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:41.954217] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:41.958560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:41.962708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:41.967484] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:41.972043] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:41.972142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:44.979029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:44.984716] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:44.990186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:44.995382] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:45.001323] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:45.001512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:48.007227] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:48.011111] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:48.014900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:48.018923] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:48.023161] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:48.023275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:51.028011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:51.031626] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:51.035008] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:51.038362] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:51.041787] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:51.041865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:54.047169] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:54.051124] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:54.054652] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:54.058126] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:54.061528] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:54.061633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:32:57.067390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:32:57.071594] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:32:57.075192] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:32:57.078758] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:32:57.082216] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:32:57.082296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:00.087459] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:00.092193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:00.097549] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:00.102662] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:00.106978] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:00.107075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:03.112740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:03.116952] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:03.120456] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:03.123753] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:03.127080] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:03.127154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:06.132465] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:06.136353] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:06.203675] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:06.270046] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:06.338383] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:06.338510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:09.343677] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:09.348019] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:09.352241] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:09.356690] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:09.360732] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:09.360847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:12.366083] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:12.370674] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:12.374445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:12.378668] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:12.382366] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:12.382446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:15.387257] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:15.391135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:15.394508] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:15.398254] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:15.402247] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:15.402380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:18.407302] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:18.411028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:18.414454] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:18.417750] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:18.421149] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:18.421221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:21.426322] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:21.430565] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:21.434971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:21.438647] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:21.442130] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:21.442224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:24.447294] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:24.450872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:24.454387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:24.457883] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:24.461470] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:24.461553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:27.467183] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:27.471420] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:27.475459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:27.479006] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:27.482952] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:27.483027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:30.487651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:30.491321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:30.494987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:30.498667] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:30.502482] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:30.502595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:33.508694] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:33.513681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:33.518568] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:33.523153] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:33.527907] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:33.528072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:36.533066] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:36.536512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:36.540392] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:36.545303] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:36.552989] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:36.553112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:39.558870] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:39.562381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:39.565869] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:39.569269] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:39.572462] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:39.572532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:42.577296] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:42.581562] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:42.585379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:42.589258] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:42.593006] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:42.593104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:45.598391] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:45.602795] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:45.607127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:45.610880] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:45.615081] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:45.615192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:48.620282] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:48.623964] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:48.627782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:48.631936] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:48.635601] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:48.635696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:51.640661] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:51.644286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:51.648081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:51.651560] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:51.655202] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:51.655466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:54.660901] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:54.665599] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:54.670307] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:54.674820] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:54.679368] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:54.679469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:33:57.685954] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:33:57.690834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:33:57.695504] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:33:57.699888] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:33:57.703286] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:33:57.703358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:00.709383] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:00.713965] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:00.718586] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:00.723128] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:00.727429] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:00.727690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:03.732831] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:03.736552] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:03.740259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:03.743772] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:03.747459] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:03.747590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:06.752508] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:06.756173] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:06.760350] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:06.764473] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:06.768609] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:06.768718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:09.773444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:09.777211] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:09.780821] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:09.784361] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:09.787856] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:09.787946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:12.792930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:12.797007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:12.800521] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:12.804012] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:12.807429] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:12.807509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:15.812828] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:15.817770] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:15.822489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:15.827378] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:15.832255] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:15.832365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:18.837240] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:18.841432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:18.845362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:18.849691] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:18.853738] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:18.853856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:21.858624] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:21.862104] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:21.865477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:21.868815] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:21.872189] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:21.872280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:24.877297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:24.881009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:24.884498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:24.888018] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:24.891400] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:24.891481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:27.897242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:27.902044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:27.906497] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:27.911119] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:27.915609] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:27.915704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:30.921253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:30.924938] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:30.928258] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:30.931516] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:30.934857] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:30.934934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:33.939944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:33.944678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:33.948689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:33.952408] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:33.956042] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:33.956150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:36.961308] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:36.964863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:36.968924] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:36.972807] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:36.976532] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:36.976621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:39.981194] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:39.984872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:39.988419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:39.991940] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:39.995302] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:39.995397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:43.000600] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:43.004315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:43.007622] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:43.010917] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:43.014298] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:43.014375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:46.019745] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:46.023972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:46.028408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:46.032299] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:46.035991] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:46.036088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:49.042173] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:49.046107] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:49.049589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:49.053455] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:49.056911] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:49.056987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:52.061598] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:52.065275] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:52.070209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:52.075409] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:52.080373] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:52.080516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:55.085303] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:55.088838] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:55.092116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:55.095457] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:55.098884] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:55.098959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:34:58.103825] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:34:58.107560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:34:58.111638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:34:58.115374] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:34:58.119325] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:34:58.119436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:01.125687] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:01.129651] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:01.133208] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:01.137429] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:01.141958] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:01.142087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:04.147132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:04.151021] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:04.154790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:04.158748] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:04.162805] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:04.162882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:07.167840] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:07.172639] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:07.177728] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:07.183245] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:07.189610] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:07.189770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:10.194609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:10.198520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:10.202001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:10.205326] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:10.208889] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:10.208962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:13.213986] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:13.218230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:13.222367] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:13.227191] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:13.231437] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:13.231519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:16.236247] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:16.239974] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:16.243894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:16.247525] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:16.251912] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:16.252021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:19.257849] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:19.262320] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:19.265714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:19.269086] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:19.272548] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:19.272637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:22.278526] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:22.282687] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:22.286448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:22.290072] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:22.293622] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:22.293704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:25.299327] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:25.303786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:25.308620] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:25.312800] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:25.316606] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:25.316698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:28.321017] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:28.325522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:28.330056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:28.333895] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:28.337921] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:28.338053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:31.342900] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:31.346700] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:31.350382] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:31.353883] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:31.357379] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:31.357482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:34.364418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:34.368205] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:34.372810] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-13T20:35:34.377512] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:34.381210] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:34.381285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-13T20:35:37.386809] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-13T20:35:37.390299] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:37.394208] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-13T20:35:37.397432] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-13), and is a dependency of this service.
[2026-01-13T20:35:37.401244] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-13T20:35:37.405017] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-13T20:35:37.405270] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-13T20:35:37.405360] [INFO ] [MODE      ] Using multithreaded
[2026-01-13T20:35:37.405421] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-13T20:35:37.410726] [DEBUG] [REMOTE    ] Found 64 available forecast dates.
[2026-01-13T20:35:37.410949] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-14.txt'.
[2026-01-13T20:35:37.417428] [DEBUG] [REMOTE    ] Fetched 3494 signal forecasts for 2026-01-14.
[2026-01-13T20:35:37.445085] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-13T20:35:37.446272] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-13T20:35:37.446337] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-13T20:35:38.009264] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-13T20:35:38.023844] [INFO ] [MODE      ] Using multithreaded
[2026-01-13T20:35:38.023997] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-13T20:35:38.024057] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-13T20:35:38.032922] [DEBUG] [REMOTE    ] Found 64 available forecast dates.
[2026-01-13T20:35:38.033156] [INFO ] [main      ] Found available forecast date (2026-01-14).
[2026-01-13T20:35:38.033236] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-14.txt'.
[2026-01-13T20:35:38.041959] [DEBUG] [REMOTE    ] Fetched 3494 signal forecasts for 2026-01-14.
[2026-01-13T20:35:38.042202] [INFO ] [main      ] Fetched 3494 forecasts.
[2026-01-13T20:35:38.042469] [INFO ] [main      ] Found 378 high-confidence bullish forecasts (>= 90.0%).
[2026-01-13T20:35:38.042591] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 378 symbols
[2026-01-13T20:35:38.069113] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-13T20:35:38.069512] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-13T20:35:38.069345] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-13T20:35:38.069374] [INFO ] [main      ] Fetching symbol history for TSQ...
[2026-01-13T20:35:38.069694] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-13T20:35:38.069775] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2026-01-13T20:35:38.071876] [INFO ] [main      ] Fetching symbol history for STEM...
[2026-01-13T20:35:38.072192] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2026-01-13T20:35:38.096171] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.096296] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.097633] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2026-01-13T20:35:38.097633] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-13T20:35:38.097707] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2026-01-13T20:35:38.097708] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-13T20:35:38.097748] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2026-01-13T20:35:38.097749] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-13T20:35:38.099917] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:38.099917] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:38.100009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.100068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.100291] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.101460] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-13T20:35:38.101550] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-13T20:35:38.101636] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-13T20:35:38.101980] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.103015] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2026-01-13T20:35:38.103099] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2026-01-13T20:35:38.103162] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2026-01-13T20:35:38.103891] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:38.103991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.105705] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:38.105820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.106937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:38.107105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:38.109396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:38.110207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:38.110734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:38.110991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:38.111627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:38.112721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.112801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:38.113502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.113829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:38.114836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:38.116325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:38.118076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:38.118413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.120878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:38.122099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.468081] [DEBUG] [MAG       ] TSQ: Last date is validated at 2026-01-13
[2026-01-13T20:35:38.483502] [DEBUG] [MAG       ] PMAX: Last date is validated at 2026-01-13
[2026-01-13T20:35:38.503285] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-13
[2026-01-13T20:35:38.509242] [DEBUG] [MAG       ] STEM: Last date is validated at 2026-01-13
[2026-01-13T20:35:38.661982] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:38.672071] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:38.677940] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:38.678091] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:38.747766] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2026-01-13T20:35:38.747844] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=1.65% (Conf=55.8827%)
[2026-01-13T20:35:38.748146] [INFO ] [main      ] Fetching symbol history for RRGB...
[2026-01-13T20:35:38.748199] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2026-01-13T20:35:38.749327] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-13T20:35:38.749403] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=51.9643%)
[2026-01-13T20:35:38.749770] [INFO ] [main      ] Fetching symbol history for SEM...
[2026-01-13T20:35:38.749826] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2026-01-13T20:35:38.749753] [INFO ] [main      ] Progress: 1/378 forecasts completed (0.3%). TSQ finished in 0.7s. ETA: 4m 27s. Rate: 84.86 forecasts/min
[2026-01-13T20:35:38.750330] [INFO ] [main      ] Progress: 2/378 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 13s. Rate: 169.57 forecasts/min
[2026-01-13T20:35:38.759480] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.760648] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2026-01-13T20:35:38.760701] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2026-01-13T20:35:38.760733] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2026-01-13T20:35:38.761512] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:38.761605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.761628] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.762440] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2026-01-13T20:35:38.762491] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2026-01-13T20:35:38.762523] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2026-01-13T20:35:38.763315] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:38.763375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.766473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:38.768194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:38.768525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:38.769143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:38.769325] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-13T20:35:38.769409] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=21.73% (Conf=47.8997%)
[2026-01-13T20:35:38.769616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:38.769853] [INFO ] [main      ] Progress: 3/378 forecasts completed (0.8%). PMAX finished in 0.7s. ETA: 1m 31s. Rate: 247.52 forecasts/min
[2026-01-13T20:35:38.769978] [INFO ] [main      ] Fetching symbol history for NVO...
[2026-01-13T20:35:38.770024] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2026-01-13T20:35:38.770015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:38.770736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:38.770980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:38.771208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:38.771901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.772872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.780689] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.781557] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2026-01-13T20:35:38.781624] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2026-01-13T20:35:38.781657] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2026-01-13T20:35:38.782407] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:38.782472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:38.784183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:38.784721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:38.785133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:38.787207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:38.787886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:38.788621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:38.791737] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2026-01-13T20:35:38.791818] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=2.14% (Conf=59.8362%)
[2026-01-13T20:35:38.792228] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-13T20:35:38.792283] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-13T20:35:38.792653] [INFO ] [main      ] Progress: 4/378 forecasts completed (1.1%). STEM finished in 0.7s. ETA: 1m 10s. Rate: 320.00 forecasts/min
[2026-01-13T20:35:38.802783] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:38.803656] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-13T20:35:38.803712] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-13T20:35:38.803755] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-13T20:35:38.804518] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:38.804601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:38.809404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:38.810733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:38.812546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:38.813207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:38.814587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:38.816629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:35:38.819468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:39.115233] [DEBUG] [MAG       ] SEM: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.135591] [DEBUG] [MAG       ] RRGB: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.146557] [DEBUG] [MAG       ] NVO: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.178766] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.283090] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:39.314530] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:39.317689] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:39.352708] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:39.357307] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2026-01-13T20:35:39.357375] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=67.642%)
[2026-01-13T20:35:39.357560] [INFO ] [main      ] Fetching symbol history for TFII...
[2026-01-13T20:35:39.357834] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2026-01-13T20:35:39.358894] [INFO ] [main      ] Progress: 5/378 forecasts completed (1.3%). SEM finished in 0.6s. ETA: 1m 38s. Rate: 227.92 forecasts/min
[2026-01-13T20:35:39.368703] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:39.371303] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2026-01-13T20:35:39.371356] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2026-01-13T20:35:39.371396] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2026-01-13T20:35:39.372185] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-13T20:35:39.372250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:39.373974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:39.374469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:39.374934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:39.384604] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2026-01-13T20:35:39.384676] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-5.24% (Conf=56.0096%)
[2026-01-13T20:35:39.385044] [INFO ] [main      ] Fetching symbol history for NKSH...
[2026-01-13T20:35:39.385033] [INFO ] [main      ] Progress: 6/378 forecasts completed (1.6%). RRGB finished in 0.6s. ETA: 1m 23s. Rate: 268.18 forecasts/min
[2026-01-13T20:35:39.385096] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2026-01-13T20:35:39.395035] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:39.395762] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2026-01-13T20:35:39.395813] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2026-01-13T20:35:39.395844] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2026-01-13T20:35:39.396624] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:39.396694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:39.397604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:39.398383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:35:39.401213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:39.440315] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2026-01-13T20:35:39.440383] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=1.10% (Conf=56.0234%)
[2026-01-13T20:35:39.440801] [INFO ] [main      ] Progress: 7/378 forecasts completed (1.9%). NVO finished in 0.7s. ETA: 1m 14s. Rate: 300.40 forecasts/min
[2026-01-13T20:35:39.440927] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-13T20:35:39.440971] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-13T20:35:39.452829] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:39.453732] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-13T20:35:39.453784] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-13T20:35:39.453816] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-13T20:35:39.454632] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:39.454695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:39.459724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:39.461603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:39.462098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:39.462509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:39.464735] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-13T20:35:39.464805] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=1.23% (Conf=40.3916%)
[2026-01-13T20:35:39.465178] [INFO ] [main      ] Fetching symbol history for MSA...
[2026-01-13T20:35:39.465229] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2026-01-13T20:35:39.466260] [INFO ] [main      ] Progress: 8/378 forecasts completed (2.1%). PVL finished in 0.7s. ETA: 1m 6s. Rate: 337.17 forecasts/min
[2026-01-13T20:35:39.476086] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:39.476815] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2026-01-13T20:35:39.476871] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2026-01-13T20:35:39.476904] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2026-01-13T20:35:39.477675] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:39.477737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:39.479411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:39.479956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:39.484452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:39.485439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:39.486146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:39.503827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:39.504907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:39.506654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:39.507718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:39.508441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:39.577911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:39.580795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:39.587860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:39.589556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:39.590520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:39.638199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:35:39.642055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:35:39.643426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:39.751644] [DEBUG] [MAG       ] NKSH: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.847189] [DEBUG] [MAG       ] TFII: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.928645] [DEBUG] [MAG       ] BBLG: Last date is validated at 2026-01-13
[2026-01-13T20:35:39.929224] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:39.983672] [DEBUG] [MAG       ] MSA: Last date is validated at 2026-01-13
[2026-01-13T20:35:40.003610] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2026-01-13T20:35:40.003682] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.00% (Conf=55.2775%)
[2026-01-13T20:35:40.004039] [INFO ] [main      ] Fetching symbol history for IEF...
[2026-01-13T20:35:40.004093] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2026-01-13T20:35:40.004661] [INFO ] [main      ] Progress: 9/378 forecasts completed (2.4%). NKSH finished in 0.6s. ETA: 1m 20s. Rate: 275.23 forecasts/min
[2026-01-13T20:35:40.017050] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.018162] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.018742] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2026-01-13T20:35:40.018796] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2026-01-13T20:35:40.018827] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2026-01-13T20:35:40.019651] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:40.019714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:40.024462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.026245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:40.026735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:40.027135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:40.028022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:40.028516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:40.029898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:40.031943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.102797] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.137809] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2026-01-13T20:35:40.137877] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=1.57% (Conf=54.7349%)
[2026-01-13T20:35:40.138295] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-13T20:35:40.138347] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-13T20:35:40.138319] [INFO ] [main      ] Progress: 10/378 forecasts completed (2.6%). TFII finished in 0.8s. ETA: 1m 17s. Rate: 286.31 forecasts/min
[2026-01-13T20:35:40.149106] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.150265] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-13T20:35:40.150318] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-13T20:35:40.150359] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-13T20:35:40.150743] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.151195] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:40.151256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:40.152980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:35:40.153808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.167453] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-13T20:35:40.167517] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=55.629%)
[2026-01-13T20:35:40.167915] [INFO ] [main      ] Progress: 11/378 forecasts completed (2.9%). BBLG finished in 0.7s. ETA: 1m 11s. Rate: 310.55 forecasts/min
[2026-01-13T20:35:40.168127] [INFO ] [main      ] Fetching symbol history for BAM...
[2026-01-13T20:35:40.168172] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2026-01-13T20:35:40.181033] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.184624] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2026-01-13T20:35:40.184681] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2026-01-13T20:35:40.184713] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2026-01-13T20:35:40.185471] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:40.185533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:40.193385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.198236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:40.198769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:40.199549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:40.203411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:40.204381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:40.209241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:40.210254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:40.211505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.258280] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2026-01-13T20:35:40.258347] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=44.6423%)
[2026-01-13T20:35:40.258719] [INFO ] [main      ] Fetching symbol history for MNRO...
[2026-01-13T20:35:40.258770] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2026-01-13T20:35:40.260604] [INFO ] [main      ] Progress: 12/378 forecasts completed (3.2%). MSA finished in 0.8s. ETA: 1m 8s. Rate: 324.63 forecasts/min
[2026-01-13T20:35:40.270471] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.271243] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2026-01-13T20:35:40.271298] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2026-01-13T20:35:40.271328] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2026-01-13T20:35:40.272115] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:40.272174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.273851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:40.274353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:40.274776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.396472] [DEBUG] [MAG       ] IEF: Last date is validated at 2026-01-13
[2026-01-13T20:35:40.508818] [DEBUG] [MAG       ] SO: Last date is validated at 2026-01-13
[2026-01-13T20:35:40.567556] [DEBUG] [MAG       ] BAM: Last date is validated at 2026-01-13
[2026-01-13T20:35:40.572014] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.614890] [DEBUG] [MAG       ] MNRO: Last date is validated at 2026-01-13
[2026-01-13T20:35:40.647412] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2026-01-13T20:35:40.647487] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.26% (Conf=48.7917%)
[2026-01-13T20:35:40.647877] [INFO ] [main      ] Fetching symbol history for EPD...
[2026-01-13T20:35:40.647931] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2026-01-13T20:35:40.648664] [INFO ] [main      ] Progress: 13/378 forecasts completed (3.4%). IEF finished in 0.6s. ETA: 1m 13s. Rate: 299.31 forecasts/min
[2026-01-13T20:35:40.660489] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.661659] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2026-01-13T20:35:40.661722] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2026-01-13T20:35:40.661755] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2026-01-13T20:35:40.662761] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:40.662834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.665029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:40.665679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:40.666104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:40.666963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:40.667929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:40.671153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:40.671979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.680117] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.740684] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.759824] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-13T20:35:40.759891] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=46.663%)
[2026-01-13T20:35:40.760336] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-13T20:35:40.760389] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-13T20:35:40.760619] [INFO ] [main      ] Progress: 14/378 forecasts completed (3.7%). SO finished in 0.6s. ETA: 1m 11s. Rate: 309.05 forecasts/min
[2026-01-13T20:35:40.770926] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.772709] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-13T20:35:40.772772] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-13T20:35:40.772804] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-13T20:35:40.773652] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-13T20:35:40.773723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:40.778531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.780326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:40.781153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:40.781615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:40.782011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:40.782797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:40.783678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:40.786131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:40.793467] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:40.840891] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2026-01-13T20:35:40.840960] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=68.3196%)
[2026-01-13T20:35:40.841358] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-13T20:35:40.841409] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-13T20:35:40.841387] [INFO ] [main      ] Progress: 15/378 forecasts completed (4.0%). BAM finished in 0.7s. ETA: 1m 8s. Rate: 321.58 forecasts/min
[2026-01-13T20:35:40.853162] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.854620] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-13T20:35:40.854675] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-13T20:35:40.854707] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-13T20:35:40.855471] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:40.855547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:40.860466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.862224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:40.862712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:40.863094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:40.864766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:40.865197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:40.866551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:40.868619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.871316] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2026-01-13T20:35:40.871377] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=59.1936%)
[2026-01-13T20:35:40.871691] [INFO ] [main      ] Fetching symbol history for FWRD...
[2026-01-13T20:35:40.871742] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2026-01-13T20:35:40.872911] [INFO ] [main      ] Progress: 16/378 forecasts completed (4.2%). MNRO finished in 0.6s. ETA: 1m 4s. Rate: 339.19 forecasts/min
[2026-01-13T20:35:40.883009] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:40.883963] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2026-01-13T20:35:40.884020] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-13T20:35:40.884051] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2026-01-13T20:35:40.887302] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:40.887362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:40.888131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:40.890442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:40.892344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:40.899343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:40.901397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:40.941709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:40.942750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:40.985958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:40.986858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:40.988959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:40.991621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:41.035619] [DEBUG] [MAG       ] EPD: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.212208] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:41.235029] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.238260] [DEBUG] [MAG       ] FWRD: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.292151] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2026-01-13T20:35:41.292219] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=1.06% (Conf=44.1762%)
[2026-01-13T20:35:41.292569] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-13T20:35:41.292636] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-13T20:35:41.292653] [INFO ] [main      ] Progress: 17/378 forecasts completed (4.5%). EPD finished in 0.6s. ETA: 1m 9s. Rate: 313.85 forecasts/min
[2026-01-13T20:35:41.305026] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:41.305955] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-13T20:35:41.306006] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-13T20:35:41.306037] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-13T20:35:41.306815] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:41.306875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:41.308654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:41.309159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:41.309952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:41.312327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:41.313873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:41.338110] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.410897] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:41.413376] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:41.477042] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-13T20:35:41.477110] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=26.7284%)
[2026-01-13T20:35:41.477540] [INFO ] [main      ] Fetching symbol history for CAH...
[2026-01-13T20:35:41.477606] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2026-01-13T20:35:41.477548] [INFO ] [main      ] Progress: 18/378 forecasts completed (4.8%). AGNCO finished in 0.6s. ETA: 1m 9s. Rate: 314.42 forecasts/min
[2026-01-13T20:35:41.490818] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:41.491816] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2026-01-13T20:35:41.491873] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2026-01-13T20:35:41.491904] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2026-01-13T20:35:41.492721] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:35:41.492785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:41.497655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:41.499177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:41.501000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:41.501468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:41.501861] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2026-01-13T20:35:41.501929] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=3.81% (Conf=51.296%)
[2026-01-13T20:35:41.502085] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-13T20:35:41.502128] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-13T20:35:41.502521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:41.502815] [INFO ] [main      ] Progress: 19/378 forecasts completed (5.0%). FWRD finished in 0.6s. ETA: 1m 5s. Rate: 329.46 forecasts/min
[2026-01-13T20:35:41.504194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:41.505381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:41.506070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:41.507331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:35:41.509249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:41.512363] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:41.513681] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:41.514652] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-13T20:35:41.514708] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-13T20:35:41.514739] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-13T20:35:41.515460] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:41.515521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:41.517400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:41.517935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:41.518370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:41.519153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:41.520267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:41.521399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:41.583165] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-13T20:35:41.583228] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2026-01-13T20:35:41.583563] [INFO ] [main      ] Fetching symbol history for IONS...
[2026-01-13T20:35:41.583630] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2026-01-13T20:35:41.583622] [INFO ] [main      ] Progress: 20/378 forecasts completed (5.3%). BSMS finished in 0.8s. ETA: 1m 3s. Rate: 338.89 forecasts/min
[2026-01-13T20:35:41.594767] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:41.595618] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2026-01-13T20:35:41.595675] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2026-01-13T20:35:41.595707] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2026-01-13T20:35:41.596446] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:41.596515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:41.601301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:41.603069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:41.603533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:41.603935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:41.604705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:41.672397] [DEBUG] [MAG       ] PTON: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.716059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:41.755890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:41.757163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:41.758224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:41.849178] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:41.865285] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.865760] [DEBUG] [MAG       ] CAH: Last date is validated at 2026-01-13
[2026-01-13T20:35:41.994327] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-13T20:35:41.994402] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-1.03% (Conf=70.4097%)
[2026-01-13T20:35:41.994835] [INFO ] [main      ] Fetching symbol history for HLI...
[2026-01-13T20:35:41.994898] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2026-01-13T20:35:41.995645] [INFO ] [main      ] Progress: 21/378 forecasts completed (5.6%). PTON finished in 0.7s. ETA: 1m 7s. Rate: 318.75 forecasts/min
[2026-01-13T20:35:42.007718] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.009401] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2026-01-13T20:35:42.009474] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2026-01-13T20:35:42.009516] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2026-01-13T20:35:42.010433] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:35:42.010496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:35:42.011951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.033996] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.048346] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.100293] [DEBUG] [MAG       ] IONS: Last date is validated at 2026-01-13
[2026-01-13T20:35:42.102555] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-13T20:35:42.102630] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=2.58% (Conf=56.5781%)
[2026-01-13T20:35:42.102791] [INFO ] [main      ] Fetching symbol history for LXEO...
[2026-01-13T20:35:42.102834] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2026-01-13T20:35:42.103842] [INFO ] [main      ] Progress: 22/378 forecasts completed (5.8%). NRDS finished in 0.6s. ETA: 1m 6s. Rate: 325.03 forecasts/min
[2026-01-13T20:35:42.114047] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.115022] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2026-01-13T20:35:42.115078] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2026-01-13T20:35:42.115110] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2026-01-13T20:35:42.115870] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:42.115928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:42.118310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:42.118980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:42.120497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.272461] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.312203] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2026-01-13T20:35:42.312270] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=41.8755%)
[2026-01-13T20:35:42.312626] [INFO ] [main      ] Fetching symbol history for QBTS...
[2026-01-13T20:35:42.312678] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2026-01-13T20:35:42.312655] [INFO ] [main      ] Progress: 23/378 forecasts completed (6.1%). CAH finished in 0.8s. ETA: 1m 6s. Rate: 323.19 forecasts/min
[2026-01-13T20:35:42.323691] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.324727] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2026-01-13T20:35:42.324778] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2026-01-13T20:35:42.324810] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2026-01-13T20:35:42.325568] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:42.325650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:42.326597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:35:42.330866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:42.332982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:42.333512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:42.334636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:42.336413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:42.337522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:42.338273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.387741] [DEBUG] [MAG       ] HLI: Last date is validated at 2026-01-13
[2026-01-13T20:35:42.404731] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2026-01-13T20:35:42.404800] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=53.8161%)
[2026-01-13T20:35:42.404967] [INFO ] [main      ] Fetching symbol history for OVLY...
[2026-01-13T20:35:42.405013] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2026-01-13T20:35:42.406619] [INFO ] [main      ] Progress: 24/378 forecasts completed (6.3%). IONS finished in 0.8s. ETA: 1m 4s. Rate: 329.98 forecasts/min
[2026-01-13T20:35:42.415754] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.416707] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2026-01-13T20:35:42.416764] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2026-01-13T20:35:42.416796] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2026-01-13T20:35:42.417974] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:42.418057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:42.423287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:42.425250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:42.425738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:42.426307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:42.428942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:42.431420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:42.450327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.468918] [DEBUG] [MAG       ] LXEO: Last date is validated at 2026-01-13
[2026-01-13T20:35:42.587087] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.641884] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.699316] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2026-01-13T20:35:42.699385] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.33% (Conf=40.2026%)
[2026-01-13T20:35:42.699832] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-13T20:35:42.699892] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-13T20:35:42.699854] [INFO ] [main      ] Progress: 25/378 forecasts completed (6.6%). HLI finished in 0.7s. ETA: 1m 6s. Rate: 322.08 forecasts/min
[2026-01-13T20:35:42.706898] [DEBUG] [MAG       ] QBTS: Last date is validated at 2026-01-13
[2026-01-13T20:35:42.711501] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.712634] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-13T20:35:42.712688] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-13T20:35:42.712720] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-13T20:35:42.713510] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:42.713593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:42.716293] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2026-01-13T20:35:42.716358] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=-9.82% (Conf=51.8446%)
[2026-01-13T20:35:42.716730] [INFO ] [main      ] Progress: 26/378 forecasts completed (6.9%). LXEO finished in 0.6s. ETA: 1m 3s. Rate: 333.76 forecasts/min
[2026-01-13T20:35:42.716857] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-13T20:35:42.716900] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-13T20:35:42.718637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:42.719465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.729405] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:42.730565] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-13T20:35:42.730646] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-13T20:35:42.730678] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-13T20:35:42.731480] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:42.731538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:42.733348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:42.734377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:42.806322] [DEBUG] [MAG       ] OVLY: Last date is validated at 2026-01-13
[2026-01-13T20:35:42.886963] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.982238] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:42.990891] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2026-01-13T20:35:42.990957] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=20.63% (Conf=61.3435%)
[2026-01-13T20:35:42.991322] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-13T20:35:42.991373] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-13T20:35:42.992657] [INFO ] [main      ] Progress: 27/378 forecasts completed (7.1%). QBTS finished in 0.7s. ETA: 1m 4s. Rate: 327.27 forecasts/min
[2026-01-13T20:35:43.002471] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.003600] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-13T20:35:43.003653] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-13T20:35:43.003684] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-13T20:35:43.004460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:43.004520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:43.006221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:43.006746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:43.007186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:43.067560] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2026-01-13T20:35:43.067650] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=-0.24% (Conf=47.1172%)
[2026-01-13T20:35:43.067809] [INFO ] [main      ] Fetching symbol history for SPB...
[2026-01-13T20:35:43.067852] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2026-01-13T20:35:43.069662] [INFO ] [main      ] Progress: 28/378 forecasts completed (7.4%). OVLY finished in 0.7s. ETA: 1m 3s. Rate: 334.20 forecasts/min
[2026-01-13T20:35:43.079144] [DEBUG] [MAG       ] TKO: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.080560] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.081404] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2026-01-13T20:35:43.081471] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2026-01-13T20:35:43.081504] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2026-01-13T20:35:43.082279] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:43.082340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:43.084039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:43.084535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:43.084943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:43.085841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:43.087423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:35:43.088870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.092813] [DEBUG] [MAG       ] VNQI: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.122038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.261360] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:43.267303] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:43.327130] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-13T20:35:43.327196] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=63.1963%)
[2026-01-13T20:35:43.327538] [INFO ] [main      ] Progress: 29/378 forecasts completed (7.7%). VNQI finished in 0.6s. ETA: 1m 4s. Rate: 329.24 forecasts/min
[2026-01-13T20:35:43.327704] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-13T20:35:43.327750] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-13T20:35:43.338754] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.339950] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-13T20:35:43.340003] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-13T20:35:43.340034] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-13T20:35:43.340815] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:43.340885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:43.342529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:43.343053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:43.343435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:43.344188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:43.382104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:43.384090] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-13T20:35:43.384160] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=0.31% (Conf=46.5912%)
[2026-01-13T20:35:43.384602] [INFO ] [main      ] Fetching symbol history for CNS...
[2026-01-13T20:35:43.384667] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2026-01-13T20:35:43.384937] [INFO ] [main      ] Progress: 30/378 forecasts completed (7.9%). TKO finished in 0.7s. ETA: 1m 2s. Rate: 336.94 forecasts/min
[2026-01-13T20:35:43.385346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.397170] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.398445] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2026-01-13T20:35:43.398506] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2026-01-13T20:35:43.398552] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2026-01-13T20:35:43.399423] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:43.399489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:43.404830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:43.406892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:43.407471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:43.408370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:43.409231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:43.410163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.428148] [DEBUG] [MAG       ] SPB: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.482850] [DEBUG] [MAG       ] IEP: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.594320] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:43.667801] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:43.699025] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2026-01-13T20:35:43.699107] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=2.61% (Conf=40.5196%)
[2026-01-13T20:35:43.699484] [INFO ] [main      ] Progress: 31/378 forecasts completed (8.2%). SPB finished in 0.6s. ETA: 1m 3s. Rate: 328.81 forecasts/min
[2026-01-13T20:35:43.699700] [INFO ] [main      ] Fetching symbol history for BUD...
[2026-01-13T20:35:43.699752] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2026-01-13T20:35:43.711144] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.715150] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2026-01-13T20:35:43.715203] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2026-01-13T20:35:43.715234] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2026-01-13T20:35:43.716032] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:43.716091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:43.721439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:35:43.724217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:43.730640] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-13T20:35:43.730710] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=0.98% (Conf=56.7485%)
[2026-01-13T20:35:43.731061] [INFO ] [main      ] Fetching symbol history for AI...
[2026-01-13T20:35:43.731112] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2026-01-13T20:35:43.731992] [INFO ] [main      ] Progress: 32/378 forecasts completed (8.5%). IEP finished in 0.7s. ETA: 1m 2s. Rate: 337.47 forecasts/min
[2026-01-13T20:35:43.739095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.743278] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:43.745627] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2026-01-13T20:35:43.745687] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2026-01-13T20:35:43.745721] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2026-01-13T20:35:43.746535] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:43.746624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:43.751648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:43.752468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:43.763180] [DEBUG] [MAG       ] ARLP: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.794828] [DEBUG] [MAG       ] CNS: Last date is validated at 2026-01-13
[2026-01-13T20:35:43.934047] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:43.976936] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.008670] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-13T20:35:44.008754] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.19% (Conf=70.8363%)
[2026-01-13T20:35:44.008938] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-13T20:35:44.009000] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-13T20:35:44.011686] [INFO ] [main      ] Progress: 33/378 forecasts completed (8.7%). ARLP finished in 0.7s. ETA: 1m 2s. Rate: 331.71 forecasts/min
[2026-01-13T20:35:44.020220] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.021198] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-13T20:35:44.021277] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-13T20:35:44.021310] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-13T20:35:44.022130] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:44.022193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:44.024403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:44.024995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:44.025422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:44.026525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:44.029092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:44.031113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.074024] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2026-01-13T20:35:44.074100] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=1.41% (Conf=55.4765%)
[2026-01-13T20:35:44.074459] [INFO ] [main      ] Fetching symbol history for NTRB...
[2026-01-13T20:35:44.074510] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2026-01-13T20:35:44.074675] [INFO ] [main      ] Progress: 34/378 forecasts completed (9.0%). CNS finished in 0.7s. ETA: 1m 1s. Rate: 338.20 forecasts/min
[2026-01-13T20:35:44.078847] [DEBUG] [MAG       ] BUD: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.085794] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.086779] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2026-01-13T20:35:44.086834] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2026-01-13T20:35:44.087218] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2026-01-13T20:35:44.088116] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:44.088179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:44.089071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:44.107877] [DEBUG] [MAG       ] AI: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.130086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:44.131012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:44.133801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.247685] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.287183] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.338403] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2026-01-13T20:35:44.338474] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=4.15% (Conf=57.7443%)
[2026-01-13T20:35:44.338879] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-13T20:35:44.338931] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-13T20:35:44.338950] [INFO ] [main      ] Progress: 35/378 forecasts completed (9.3%). BUD finished in 0.6s. ETA: 1m 2s. Rate: 333.53 forecasts/min
[2026-01-13T20:35:44.352614] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.353526] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-13T20:35:44.353602] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-13T20:35:44.353639] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-13T20:35:44.354401] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:35:44.379874] [INFO ] [LOCAL     ] AI: Saved forecast.
[2026-01-13T20:35:44.379939] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=4.46% (Conf=46.2614%)
[2026-01-13T20:35:44.380247] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-13T20:35:44.380299] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-13T20:35:44.381207] [INFO ] [main      ] Progress: 36/378 forecasts completed (9.5%). AI finished in 0.6s. ETA: 1m 0s. Rate: 340.77 forecasts/min
[2026-01-13T20:35:44.391518] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.392418] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-13T20:35:44.392476] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-13T20:35:44.392508] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-13T20:35:44.393341] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:35:44.393402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:44.394282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.403880] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.490069] [DEBUG] [MAG       ] NTRB: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.586251] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.646249] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-13T20:35:44.646318] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.26% (Conf=48.6561%)
[2026-01-13T20:35:44.646683] [INFO ] [main      ] Fetching symbol history for TSCO...
[2026-01-13T20:35:44.646750] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2026-01-13T20:35:44.647655] [INFO ] [main      ] Progress: 37/378 forecasts completed (9.8%). MYN finished in 0.6s. ETA: 1m 1s. Rate: 336.11 forecasts/min
[2026-01-13T20:35:44.659182] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.661802] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2026-01-13T20:35:44.662045] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2026-01-13T20:35:44.662089] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2026-01-13T20:35:44.662737] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.663155] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:44.663256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:44.664198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:44.665731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:44.666455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:44.667184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:44.669307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:35:44.671751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.691829] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.737760] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2026-01-13T20:35:44.737833] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-3.26% (Conf=46.2138%)
[2026-01-13T20:35:44.738221] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-13T20:35:44.738274] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-13T20:35:44.739636] [INFO ] [main      ] Progress: 38/378 forecasts completed (10.1%). NTRB finished in 0.7s. ETA: 59.9s. Rate: 340.45 forecasts/min
[2026-01-13T20:35:44.746972] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-13
[2026-01-13T20:35:44.752759] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.754045] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-13T20:35:44.754096] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-13T20:35:44.754128] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-13T20:35:44.755099] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:44.755160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:44.756234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:44.759065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:44.761111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:44.764062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:44.764701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:35:44.770796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.859304] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.910703] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-13T20:35:44.910774] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=1.89% (Conf=44.6694%)
[2026-01-13T20:35:44.911209] [INFO ] [main      ] Fetching symbol history for AMRX...
[2026-01-13T20:35:44.911261] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2026-01-13T20:35:44.911655] [INFO ] [main      ] Progress: 39/378 forecasts completed (10.3%). IZEA finished in 0.6s. ETA: 59.7s. Rate: 340.66 forecasts/min
[2026-01-13T20:35:44.919889] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:44.924049] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:44.924933] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2026-01-13T20:35:44.924990] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2026-01-13T20:35:44.925022] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2026-01-13T20:35:44.925816] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:44.925877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:44.927539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:44.928094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:44.967136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:44.968330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:44.969508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:44.971443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:44.994695] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-13T20:35:44.994763] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=54.8975%)
[2026-01-13T20:35:44.995085] [INFO ] [main      ] Fetching symbol history for NVD...
[2026-01-13T20:35:44.995134] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2026-01-13T20:35:44.996018] [INFO ] [main      ] Progress: 40/378 forecasts completed (10.6%). BLX finished in 0.6s. ETA: 58.8s. Rate: 345.16 forecasts/min
[2026-01-13T20:35:45.006100] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.007693] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2026-01-13T20:35:45.007748] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-13T20:35:45.007779] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2026-01-13T20:35:45.008604] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:45.008671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:45.013734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:45.015518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:45.016019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:45.016788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:45.038244] [DEBUG] [MAG       ] TSCO: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.120879] [DEBUG] [MAG       ] ANDE: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.213278] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.293668] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.307120] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2026-01-13T20:35:45.307190] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=0.46% (Conf=57.798%)
[2026-01-13T20:35:45.307541] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-13T20:35:45.307607] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-13T20:35:45.307652] [INFO ] [main      ] Progress: 41/378 forecasts completed (10.8%). TSCO finished in 0.7s. ETA: 59.7s. Rate: 338.61 forecasts/min
[2026-01-13T20:35:45.308142] [DEBUG] [MAG       ] AMRX: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.318883] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.319959] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-13T20:35:45.320025] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-13T20:35:45.320062] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-13T20:35:45.320904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:45.320968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:45.325978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:45.327765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:45.328274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:45.329001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:45.330099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:45.332911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:45.368806] [DEBUG] [MAG       ] NVD: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.390168] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-13T20:35:45.390240] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=2.04% (Conf=64.9657%)
[2026-01-13T20:35:45.390620] [INFO ] [main      ] Fetching symbol history for FG...
[2026-01-13T20:35:45.390673] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2026-01-13T20:35:45.391683] [INFO ] [main      ] Progress: 42/378 forecasts completed (11.1%). ANDE finished in 0.7s. ETA: 58.8s. Rate: 342.90 forecasts/min
[2026-01-13T20:35:45.404047] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.404911] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2026-01-13T20:35:45.404962] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2026-01-13T20:35:45.404993] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2026-01-13T20:35:45.405765] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:45.405824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:45.407491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:45.408050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:45.409697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:45.473883] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.539480] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2026-01-13T20:35:45.539553] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=52.9259%)
[2026-01-13T20:35:45.540026] [INFO ] [main      ] Fetching symbol history for UONE...
[2026-01-13T20:35:45.540079] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2026-01-13T20:35:45.540657] [INFO ] [main      ] Progress: 43/378 forecasts completed (11.4%). AMRX finished in 0.6s. ETA: 58.4s. Rate: 344.09 forecasts/min
[2026-01-13T20:35:45.542373] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.552443] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.553403] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2026-01-13T20:35:45.553459] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2026-01-13T20:35:45.553492] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2026-01-13T20:35:45.554267] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-13T20:35:45.554335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:45.556022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:45.556517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:45.556988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:45.557372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:45.595599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:45.596570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:45.598542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:35:45.600822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:45.601891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:35:45.604512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:45.606073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:45.607082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:45.608730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:45.609415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:45.645261] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2026-01-13T20:35:45.645341] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=2.51% (Conf=62.9905%)
[2026-01-13T20:35:45.645708] [INFO ] [main      ] Fetching symbol history for RMBS...
[2026-01-13T20:35:45.645761] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2026-01-13T20:35:45.646735] [INFO ] [main      ] Progress: 44/378 forecasts completed (11.6%). NVD finished in 0.6s. ETA: 57.7s. Rate: 347.18 forecasts/min
[2026-01-13T20:35:45.658555] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.660384] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2026-01-13T20:35:45.660447] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2026-01-13T20:35:45.660480] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2026-01-13T20:35:45.661621] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:45.661695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:45.667543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:45.669639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:45.670159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:45.670596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:45.671360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:45.672288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:45.673608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:45.678371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:45.687858] [DEBUG] [MAG       ] ERO: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.760436] [DEBUG] [MAG       ] FG: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.858161] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.937686] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-13T20:35:45.937758] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-1.38% (Conf=63.2%)
[2026-01-13T20:35:45.938146] [INFO ] [main      ] Fetching symbol history for DBX...
[2026-01-13T20:35:45.938198] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2026-01-13T20:35:45.938659] [INFO ] [main      ] Progress: 45/378 forecasts completed (11.9%). ERO finished in 0.6s. ETA: 58.4s. Rate: 341.95 forecasts/min
[2026-01-13T20:35:45.939640] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:45.949420] [DEBUG] [MAG       ] UONE: Last date is validated at 2026-01-13
[2026-01-13T20:35:45.950128] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:45.951612] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2026-01-13T20:35:45.951666] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2026-01-13T20:35:45.951705] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2026-01-13T20:35:45.952715] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:45.952775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:45.953481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:45.993658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:46.029524] [INFO ] [LOCAL     ] FG: Saved forecast.
[2026-01-13T20:35:46.029610] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=0.22% (Conf=52.9485%)
[2026-01-13T20:35:46.029982] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-13T20:35:46.030038] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-13T20:35:46.031756] [INFO ] [main      ] Progress: 46/378 forecasts completed (12.2%). FG finished in 0.6s. ETA: 57.7s. Rate: 345.47 forecasts/min
[2026-01-13T20:35:46.036618] [DEBUG] [MAG       ] RMBS: Last date is validated at 2026-01-13
[2026-01-13T20:35:46.043686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:46.044121] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.045102] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-13T20:35:46.045152] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-13T20:35:46.045182] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-13T20:35:46.045613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.045959] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:46.046021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.050890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:46.051716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:46.052319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:35:46.053992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.115188] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.186781] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2026-01-13T20:35:46.186849] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=30.9248%)
[2026-01-13T20:35:46.187278] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-13T20:35:46.187329] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-13T20:35:46.187681] [INFO ] [main      ] Progress: 47/378 forecasts completed (12.4%). UONE finished in 0.6s. ETA: 57.4s. Rate: 346.22 forecasts/min
[2026-01-13T20:35:46.200520] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.201795] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-13T20:35:46.201847] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-13T20:35:46.201878] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-13T20:35:46.202640] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:46.202702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.207451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:46.209245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:46.212460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:46.213349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:46.215738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:35:46.217784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:46.220164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.222020] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.337647] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2026-01-13T20:35:46.337724] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=4.27% (Conf=48.4655%)
[2026-01-13T20:35:46.338074] [INFO ] [main      ] Fetching symbol history for PDYN...
[2026-01-13T20:35:46.338127] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2026-01-13T20:35:46.339033] [INFO ] [main      ] Progress: 48/378 forecasts completed (12.7%). RMBS finished in 0.7s. ETA: 57.0s. Rate: 347.14 forecasts/min
[2026-01-13T20:35:46.350184] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.351265] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2026-01-13T20:35:46.351322] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2026-01-13T20:35:46.351353] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2026-01-13T20:35:46.352228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:46.352290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.357273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:46.359193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:46.359756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:46.399496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:46.401407] [DEBUG] [MAG       ] BELFB: Last date is validated at 2026-01-13
[2026-01-13T20:35:46.402044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.425228] [DEBUG] [MAG       ] DBX: Last date is validated at 2026-01-13
[2026-01-13T20:35:46.554624] [DEBUG] [MAG       ] NAVI: Last date is validated at 2026-01-13
[2026-01-13T20:35:46.575925] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.597804] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.679753] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2026-01-13T20:35:46.679822] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=0.45% (Conf=50.0608%)
[2026-01-13T20:35:46.680175] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-13T20:35:46.680225] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-13T20:35:46.680654] [INFO ] [main      ] Progress: 49/378 forecasts completed (13.0%). DBX finished in 0.7s. ETA: 58.0s. Rate: 340.36 forecasts/min
[2026-01-13T20:35:46.687919] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-13T20:35:46.688049] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-0.54% (Conf=52.5969%)
[2026-01-13T20:35:46.688433] [INFO ] [main      ] Fetching symbol history for OSS...
[2026-01-13T20:35:46.688485] [DEBUG] [REMOTE    ] OSS: Fetching historical data.
[2026-01-13T20:35:46.688611] [INFO ] [main      ] Progress: 50/378 forecasts completed (13.2%). BELFB finished in 0.7s. ETA: 56.7s. Rate: 346.98 forecasts/min
[2026-01-13T20:35:46.691986] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.693161] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-13T20:35:46.693214] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-13T20:35:46.693246] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-13T20:35:46.694107] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-13T20:35:46.694200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.699157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:46.701119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:46.701656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:46.702118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:46.702557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:46.703342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:46.703390] [DEBUG] [REMOTE    ] OSS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.704524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:46.706471] [DEBUG] [LOCAL     ] Loaded configuration for OSS: 5 features, N/A% accuracy
[2026-01-13T20:35:46.706533] [INFO ] [LOCAL     ] OSS: Loaded 5 optimal features with 53.09% confidence from JSON config
[2026-01-13T20:35:46.706566] [DEBUG] [MAG       ] Building data for symbol: OSS with lookback: 0
[2026-01-13T20:35:46.707060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:46.707383] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:46.707445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.712213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:46.714033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:46.714513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:46.714940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:46.715599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.720692] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.744501] [DEBUG] [MAG       ] PDYN: Last date is validated at 2026-01-13
[2026-01-13T20:35:46.795471] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-13T20:35:46.795537] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-3.83% (Conf=74.5298%)
[2026-01-13T20:35:46.795998] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-13T20:35:46.796051] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-13T20:35:46.796658] [INFO ] [main      ] Progress: 51/378 forecasts completed (13.5%). NAVI finished in 0.6s. ETA: 56.1s. Rate: 349.55 forecasts/min
[2026-01-13T20:35:46.809254] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:46.812108] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-13T20:35:46.812160] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-13T20:35:46.812191] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-13T20:35:46.812984] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:46.813046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:46.817880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:46.818801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:46.820312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:46.820930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:46.821533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:46.823319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:46.823856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:46.824980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:46.827015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:46.859848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:46.861144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:46.903086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:46.904215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:46.905650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:35:46.915151] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:46.986606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:46.987775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:35:46.993330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:46.996350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:46.997531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:47.000220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:47.001207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:47.006826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:47.007161] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2026-01-13T20:35:47.007228] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=62.37% (Conf=48.4002%)
[2026-01-13T20:35:47.007759] [INFO ] [main      ] Fetching symbol history for IMNN...
[2026-01-13T20:35:47.007804] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2026-01-13T20:35:47.008291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:47.009959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:47.010359] [INFO ] [main      ] Progress: 52/378 forecasts completed (13.8%). PDYN finished in 0.7s. ETA: 56.2s. Rate: 347.92 forecasts/min
[2026-01-13T20:35:47.011741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:47.014797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:47.015458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:47.016270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.021660] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.022682] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2026-01-13T20:35:47.022755] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2026-01-13T20:35:47.022804] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2026-01-13T20:35:47.023688] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:47.023750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:47.028655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:47.030467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:47.030978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:47.031725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:35:47.033397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.065851] [DEBUG] [MAG       ] OSS: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.171809] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.238615] [DEBUG] [MAG       ] OSS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:47.312194] [INFO ] [LOCAL     ] OSS: Saved forecast.
[2026-01-13T20:35:47.312260] [INFO ] [main      ] OSS: Signal=1 (Conf=100.0%), Magnitude=4.42% (Conf=53.0887%)
[2026-01-13T20:35:47.312782] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-13T20:35:47.312837] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-13T20:35:47.314817] [INFO ] [main      ] Progress: 53/378 forecasts completed (14.0%). OSS finished in 0.6s. ETA: 56.9s. Rate: 342.96 forecasts/min
[2026-01-13T20:35:47.327811] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.329657] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-13T20:35:47.329727] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-13T20:35:47.329768] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-13T20:35:47.330793] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:47.330855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:47.331644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:47.332207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:47.333004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:47.334459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.338822] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:47.391433] [DEBUG] [MAG       ] IMNN: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.396374] [DEBUG] [MAG       ] BUXX: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.464179] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-13T20:35:47.464247] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2026-01-13T20:35:47.464602] [INFO ] [main      ] Fetching symbol history for INTZ...
[2026-01-13T20:35:47.464654] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2026-01-13T20:35:47.464661] [INFO ] [main      ] Progress: 54/378 forecasts completed (14.3%). EDF finished in 0.7s. ETA: 56.5s. Rate: 343.88 forecasts/min
[2026-01-13T20:35:47.478565] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.479729] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2026-01-13T20:35:47.479781] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2026-01-13T20:35:47.479812] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2026-01-13T20:35:47.480600] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:47.480664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:47.485474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:47.487311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:47.487823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:47.526570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:47.530971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:47.532120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:47.550413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.568077] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:47.574944] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:47.670458] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-13T20:35:47.670550] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-13T20:35:47.670955] [INFO ] [main      ] Fetching symbol history for NMAI...
[2026-01-13T20:35:47.671007] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2026-01-13T20:35:47.671659] [INFO ] [main      ] Progress: 55/378 forecasts completed (14.6%). BUXX finished in 1.0s. ETA: 56.5s. Rate: 342.71 forecasts/min
[2026-01-13T20:35:47.683382] [DEBUG] [MAG       ] AVAL: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.684055] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.684835] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2026-01-13T20:35:47.684893] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2026-01-13T20:35:47.684926] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2026-01-13T20:35:47.685851] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:47.685918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:47.687884] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2026-01-13T20:35:47.687966] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-43.57% (Conf=51.5751%)
[2026-01-13T20:35:47.688427] [INFO ] [main      ] Fetching symbol history for ABUS...
[2026-01-13T20:35:47.688482] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2026-01-13T20:35:47.688641] [INFO ] [main      ] Progress: 56/378 forecasts completed (14.8%). IMNN finished in 0.7s. ETA: 55.5s. Rate: 348.33 forecasts/min
[2026-01-13T20:35:47.692041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:47.694567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:47.695230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:47.695840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:47.699214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:47.699265] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.700253] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2026-01-13T20:35:47.700306] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2026-01-13T20:35:47.700338] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2026-01-13T20:35:47.701141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:47.701204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:47.702992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:47.703500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:47.703925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:47.752701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:47.754134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:35:47.756198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.824109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:47.826483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:47.858423] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:47.891499] [DEBUG] [MAG       ] INTZ: Last date is validated at 2026-01-13
[2026-01-13T20:35:47.975253] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-13T20:35:47.975320] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=32.5049%)
[2026-01-13T20:35:47.975656] [INFO ] [main      ] Fetching symbol history for NWSA...
[2026-01-13T20:35:47.975735] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2026-01-13T20:35:47.976614] [INFO ] [main      ] Progress: 57/378 forecasts completed (15.1%). AVAL finished in 0.7s. ETA: 55.9s. Rate: 344.27 forecasts/min
[2026-01-13T20:35:47.989151] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:47.990309] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2026-01-13T20:35:47.990362] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2026-01-13T20:35:47.990394] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2026-01-13T20:35:47.991215] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:35:47.991282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:47.996194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:47.997477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:47.999610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:48.004009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:48.005567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:48.006269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:48.008029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:48.008497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:48.009641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:48.011611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.058424] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:48.105900] [DEBUG] [MAG       ] NMAI: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.132274] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2026-01-13T20:35:48.132344] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=13.82% (Conf=39.4929%)
[2026-01-13T20:35:48.132720] [INFO ] [main      ] Fetching symbol history for ALGM...
[2026-01-13T20:35:48.132774] [DEBUG] [REMOTE    ] ALGM: Fetching historical data.
[2026-01-13T20:35:48.133655] [INFO ] [main      ] Progress: 58/378 forecasts completed (15.3%). INTZ finished in 0.7s. ETA: 55.7s. Rate: 344.86 forecasts/min
[2026-01-13T20:35:48.145662] [DEBUG] [REMOTE    ] ALGM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:48.146795] [DEBUG] [LOCAL     ] Loaded configuration for ALGM: 4 features, N/A% accuracy
[2026-01-13T20:35:48.146849] [INFO ] [LOCAL     ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config
[2026-01-13T20:35:48.146880] [DEBUG] [MAG       ] Building data for symbol: ALGM with lookback: 0
[2026-01-13T20:35:48.147760] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:48.147823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:48.152642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:48.153465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:48.167378] [DEBUG] [MAG       ] ABUS: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.191208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:48.192867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.272552] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:48.337053] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2026-01-13T20:35:48.337120] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=45.9679%)
[2026-01-13T20:35:48.337286] [INFO ] [main      ] Fetching symbol history for CMRE...
[2026-01-13T20:35:48.337328] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2026-01-13T20:35:48.338183] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:48.338662] [INFO ] [main      ] Progress: 59/378 forecasts completed (15.6%). NMAI finished in 0.7s. ETA: 55.7s. Rate: 343.82 forecasts/min
[2026-01-13T20:35:48.349609] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:48.350627] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2026-01-13T20:35:48.350682] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2026-01-13T20:35:48.350715] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2026-01-13T20:35:48.351488] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:48.351550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:48.356244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:48.359063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:48.363773] [DEBUG] [MAG       ] NWSA: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.399770] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2026-01-13T20:35:48.399836] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=54.6981%)
[2026-01-13T20:35:48.400174] [INFO ] [main      ] Fetching symbol history for BYRN...
[2026-01-13T20:35:48.400230] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2026-01-13T20:35:48.400666] [INFO ] [main      ] Progress: 60/378 forecasts completed (15.9%). ABUS finished in 0.7s. ETA: 54.9s. Rate: 347.56 forecasts/min
[2026-01-13T20:35:48.412142] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:48.412948] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2026-01-13T20:35:48.413001] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2026-01-13T20:35:48.413034] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2026-01-13T20:35:48.413832] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:48.413894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:48.418796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:48.420528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:48.421011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:48.423396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:48.471416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:48.472662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.473424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:48.523314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:48.526481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:48.527797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.541652] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:48.560721] [DEBUG] [MAG       ] ALGM: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.627314] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2026-01-13T20:35:48.627381] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=43.0879%)
[2026-01-13T20:35:48.627715] [INFO ] [main      ] Fetching symbol history for SCL...
[2026-01-13T20:35:48.627767] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2026-01-13T20:35:48.628660] [INFO ] [main      ] Progress: 61/378 forecasts completed (16.1%). NWSA finished in 0.7s. ETA: 55.0s. Rate: 345.74 forecasts/min
[2026-01-13T20:35:48.641051] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:48.642235] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2026-01-13T20:35:48.642291] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2026-01-13T20:35:48.642323] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2026-01-13T20:35:48.643140] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:48.643211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:48.644077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:48.694124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:48.694926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.733980] [DEBUG] [MAG       ] ALGM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:48.820242] [DEBUG] [MAG       ] BYRN: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.821435] [INFO ] [LOCAL     ] ALGM: Saved forecast.
[2026-01-13T20:35:48.821504] [INFO ] [main      ] ALGM: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=64.5681%)
[2026-01-13T20:35:48.821857] [INFO ] [main      ] Fetching symbol history for PVH...
[2026-01-13T20:35:48.821909] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2026-01-13T20:35:48.822651] [INFO ] [main      ] Progress: 62/378 forecasts completed (16.4%). ALGM finished in 0.7s. ETA: 54.9s. Rate: 345.08 forecasts/min
[2026-01-13T20:35:48.834519] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:48.835480] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2026-01-13T20:35:48.835537] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2026-01-13T20:35:48.835569] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2026-01-13T20:35:48.836352] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:48.836411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:48.841194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:48.842956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:48.865919] [DEBUG] [MAG       ] CMRE: Last date is validated at 2026-01-13
[2026-01-13T20:35:48.993354] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.032146] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.035218] [DEBUG] [MAG       ] SCL: Last date is validated at 2026-01-13
[2026-01-13T20:35:49.091649] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2026-01-13T20:35:49.091716] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=1.92% (Conf=52.3208%)
[2026-01-13T20:35:49.091880] [INFO ] [main      ] Fetching symbol history for BGY...
[2026-01-13T20:35:49.091923] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2026-01-13T20:35:49.093861] [INFO ] [main      ] Progress: 63/378 forecasts completed (16.7%). BYRN finished in 0.7s. ETA: 55.3s. Rate: 342.04 forecasts/min
[2026-01-13T20:35:49.102724] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2026-01-13T20:35:49.102798] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=49.7533%)
[2026-01-13T20:35:49.103153] [INFO ] [main      ] Fetching symbol history for ADP...
[2026-01-13T20:35:49.103196] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2026-01-13T20:35:49.103849] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.104672] [INFO ] [main      ] Progress: 64/378 forecasts completed (16.9%). CMRE finished in 0.8s. ETA: 54.3s. Rate: 347.13 forecasts/min
[2026-01-13T20:35:49.104831] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2026-01-13T20:35:49.104882] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2026-01-13T20:35:49.104921] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2026-01-13T20:35:49.105841] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:49.106089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:49.111518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.113371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:49.113894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:49.114290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:49.115189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.116420] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.117679] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2026-01-13T20:35:49.117744] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2026-01-13T20:35:49.117785] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2026-01-13T20:35:49.118714] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:49.118784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:49.123767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.126069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:49.126555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:49.127437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:49.130051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:49.131724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:49.134796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:49.136217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:35:49.137908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.188193] [DEBUG] [MAG       ] PVH: Last date is validated at 2026-01-13
[2026-01-13T20:35:49.211478] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.307212] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2026-01-13T20:35:49.307302] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=53.9248%)
[2026-01-13T20:35:49.307508] [INFO ] [main      ] Fetching symbol history for FOLD...
[2026-01-13T20:35:49.307607] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2026-01-13T20:35:49.308664] [INFO ] [main      ] Progress: 65/378 forecasts completed (17.2%). SCL finished in 0.7s. ETA: 54.3s. Rate: 346.17 forecasts/min
[2026-01-13T20:35:49.322823] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.323764] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2026-01-13T20:35:49.323828] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2026-01-13T20:35:49.323861] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2026-01-13T20:35:49.324754] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:49.324814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:49.329901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.332384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:49.333141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:49.334252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.357079] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.466610] [DEBUG] [MAG       ] BGY: Last date is validated at 2026-01-13
[2026-01-13T20:35:49.467835] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2026-01-13T20:35:49.467902] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=47.3298%)
[2026-01-13T20:35:49.468601] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-13T20:35:49.468653] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-13T20:35:49.468663] [INFO ] [main      ] Progress: 66/378 forecasts completed (17.5%). PVH finished in 0.6s. ETA: 54.0s. Rate: 346.58 forecasts/min
[2026-01-13T20:35:49.484663] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.485738] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-13T20:35:49.485792] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-13T20:35:49.485824] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-13T20:35:49.486625] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:49.486688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:49.492600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.493462] [DEBUG] [MAG       ] ADP: Last date is validated at 2026-01-13
[2026-01-13T20:35:49.494759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:49.495237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:49.495691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:49.496072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:49.497425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.647779] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.672181] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.706373] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2026-01-13T20:35:49.706438] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2026-01-13T20:35:49.706760] [INFO ] [main      ] Fetching symbol history for OGI...
[2026-01-13T20:35:49.706811] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2026-01-13T20:35:49.707671] [INFO ] [main      ] Progress: 67/378 forecasts completed (17.7%). BGY finished in 0.6s. ETA: 54.1s. Rate: 344.62 forecasts/min
[2026-01-13T20:35:49.718659] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.719500] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2026-01-13T20:35:49.719550] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2026-01-13T20:35:49.719602] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2026-01-13T20:35:49.720359] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-13T20:35:49.720424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.722140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:49.722663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:49.723106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:49.724336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:49.742829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:49.743630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:49.744889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:49.746509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:49.747613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:49.748366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:49.749885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.787679] [DEBUG] [MAG       ] FOLD: Last date is validated at 2026-01-13
[2026-01-13T20:35:49.825440] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2026-01-13T20:35:49.825512] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-3.42% (Conf=56.7338%)
[2026-01-13T20:35:49.825944] [INFO ] [main      ] Fetching symbol history for TDSC...
[2026-01-13T20:35:49.826001] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2026-01-13T20:35:49.826653] [INFO ] [main      ] Progress: 68/378 forecasts completed (18.0%). ADP finished in 0.7s. ETA: 53.7s. Rate: 346.23 forecasts/min
[2026-01-13T20:35:49.838523] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:49.839651] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2026-01-13T20:35:49.839711] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2026-01-13T20:35:49.839744] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2026-01-13T20:35:49.840642] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:49.840706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:49.842676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:49.843275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:49.843761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:49.844788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:49.956887] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:49.999614] [DEBUG] [MAG       ] AZO: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.023222] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2026-01-13T20:35:50.023289] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=58.7518%)
[2026-01-13T20:35:50.023444] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-13T20:35:50.023487] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-13T20:35:50.024656] [INFO ] [main      ] Progress: 69/378 forecasts completed (18.3%). FOLD finished in 0.7s. ETA: 53.7s. Rate: 345.52 forecasts/min
[2026-01-13T20:35:50.040641] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:50.041541] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-13T20:35:50.041613] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-13T20:35:50.041647] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-13T20:35:50.042393] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:50.042455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:50.047646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:50.049420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:50.049944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:50.050335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:50.051198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:50.053547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:50.054233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:50.209360] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:50.213646] [DEBUG] [MAG       ] OGI: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.318072] [DEBUG] [MAG       ] TDSC: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.387157] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:50.397224] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.454623] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-13T20:35:50.454692] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=52.3278%)
[2026-01-13T20:35:50.455032] [INFO ] [main      ] Fetching symbol history for OBK...
[2026-01-13T20:35:50.455082] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2026-01-13T20:35:50.455147] [INFO ] [main      ] Progress: 70/378 forecasts completed (18.5%). AZO finished in 1.0s. ETA: 54.6s. Rate: 338.37 forecasts/min
[2026-01-13T20:35:50.468089] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:50.469210] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2026-01-13T20:35:50.469261] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2026-01-13T20:35:50.469292] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2026-01-13T20:35:50.470074] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:50.470137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:50.474980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:50.476862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:50.477359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:50.477848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:50.478275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:50.479175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:50.481546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:50.483568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:50.506566] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:50.514122] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2026-01-13T20:35:50.514202] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=41.8721%)
[2026-01-13T20:35:50.514404] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-13T20:35:50.514451] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-13T20:35:50.515151] [INFO ] [main      ] Progress: 71/378 forecasts completed (18.8%). OGI finished in 0.8s. ETA: 53.9s. Rate: 341.55 forecasts/min
[2026-01-13T20:35:50.527748] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:50.528568] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-13T20:35:50.528643] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-13T20:35:50.528676] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-13T20:35:50.529456] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:50.529520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:50.534667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:50.535520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:50.537921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:50.568053] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2026-01-13T20:35:50.568125] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=46.1844%)
[2026-01-13T20:35:50.568305] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-13T20:35:50.568363] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-13T20:35:50.569659] [INFO ] [main      ] Progress: 72/378 forecasts completed (19.0%). TDSC finished in 0.7s. ETA: 53.2s. Rate: 344.86 forecasts/min
[2026-01-13T20:35:50.571093] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:50.580068] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:50.581081] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-13T20:35:50.581136] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-13T20:35:50.581168] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-13T20:35:50.582022] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:35:50.650465] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-13T20:35:50.650532] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=73.6211%)
[2026-01-13T20:35:50.650888] [INFO ] [main      ] Fetching symbol history for BSX...
[2026-01-13T20:35:50.651133] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2026-01-13T20:35:50.651668] [INFO ] [main      ] Progress: 73/378 forecasts completed (19.3%). GPIX finished in 0.6s. ETA: 52.7s. Rate: 347.37 forecasts/min
[2026-01-13T20:35:50.665279] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:50.666365] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2026-01-13T20:35:50.666418] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2026-01-13T20:35:50.666460] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2026-01-13T20:35:50.667392] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:50.667453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:50.672633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:50.674398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:50.674899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:50.675294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:50.676059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:35:50.677832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:50.680019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:50.681552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:50.861547] [DEBUG] [MAG       ] OBK: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.899032] [DEBUG] [MAG       ] PHK: Last date is validated at 2026-01-13
[2026-01-13T20:35:50.951009] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.021969] [DEBUG] [MAG       ] BSX: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.037975] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.081012] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.127319] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2026-01-13T20:35:51.127391] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=43.6654%)
[2026-01-13T20:35:51.127550] [INFO ] [main      ] Fetching symbol history for PFF...
[2026-01-13T20:35:51.127611] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2026-01-13T20:35:51.128817] [INFO ] [main      ] Progress: 74/378 forecasts completed (19.6%). OBK finished in 0.7s. ETA: 53.8s. Rate: 339.29 forecasts/min
[2026-01-13T20:35:51.130141] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.140641] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.142537] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2026-01-13T20:35:51.142611] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2026-01-13T20:35:51.142647] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2026-01-13T20:35:51.143646] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:51.143718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:51.144815] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-13T20:35:51.144893] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-13T20:35:51.145063] [INFO ] [main      ] Fetching symbol history for DOUG...
[2026-01-13T20:35:51.145108] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2026-01-13T20:35:51.145953] [INFO ] [main      ] Progress: 75/378 forecasts completed (19.8%). PHK finished in 0.6s. ETA: 52.9s. Rate: 343.43 forecasts/min
[2026-01-13T20:35:51.146282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:51.148122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:51.149123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:51.157429] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.158414] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2026-01-13T20:35:51.158476] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2026-01-13T20:35:51.158509] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2026-01-13T20:35:51.159627] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:51.159692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:51.165590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:51.168061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:51.168606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:51.169244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:51.172367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:51.173560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.185692] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-13T20:35:51.185764] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=39.6219%)
[2026-01-13T20:35:51.186113] [INFO ] [main      ] Fetching symbol history for NXE...
[2026-01-13T20:35:51.186168] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2026-01-13T20:35:51.187667] [INFO ] [main      ] Progress: 76/378 forecasts completed (20.1%). FUND finished in 0.6s. ETA: 52.2s. Rate: 346.90 forecasts/min
[2026-01-13T20:35:51.191224] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.200153] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.201538] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2026-01-13T20:35:51.201614] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2026-01-13T20:35:51.201648] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2026-01-13T20:35:51.201854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:51.202464] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:51.202528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:51.202890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.207387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:51.252107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.297134] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2026-01-13T20:35:51.297201] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=48.0086%)
[2026-01-13T20:35:51.297543] [INFO ] [main      ] Fetching symbol history for DVAX...
[2026-01-13T20:35:51.297610] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2026-01-13T20:35:51.297666] [INFO ] [main      ] Progress: 77/378 forecasts completed (20.4%). BSX finished in 0.6s. ETA: 51.8s. Rate: 348.55 forecasts/min
[2026-01-13T20:35:51.311551] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.312565] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2026-01-13T20:35:51.312641] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2026-01-13T20:35:51.312673] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2026-01-13T20:35:51.313424] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:51.313486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:51.318266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:51.320073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:51.320553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:51.321012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:51.321415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.550402] [DEBUG] [MAG       ] DOUG: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.594931] [DEBUG] [MAG       ] PFF: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.659543] [DEBUG] [MAG       ] NXE: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.670659] [DEBUG] [MAG       ] DVAX: Last date is validated at 2026-01-13
[2026-01-13T20:35:51.724347] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.775467] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.788596] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2026-01-13T20:35:51.788664] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-2.20% (Conf=42.0612%)
[2026-01-13T20:35:51.789027] [INFO ] [main      ] Progress: 78/378 forecasts completed (20.6%). DOUG finished in 0.6s. ETA: 52.9s. Rate: 340.45 forecasts/min
[2026-01-13T20:35:51.789151] [INFO ] [main      ] Fetching symbol history for DKNG...
[2026-01-13T20:35:51.789192] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2026-01-13T20:35:51.801372] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.802244] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2026-01-13T20:35:51.802298] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2026-01-13T20:35:51.802330] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2026-01-13T20:35:51.803111] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:51.803171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:51.807887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:51.809702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:51.810172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:51.810549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:51.811623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.840488] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2026-01-13T20:35:51.840557] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=62.5189%)
[2026-01-13T20:35:51.840990] [INFO ] [main      ] Progress: 79/378 forecasts completed (20.9%). PFF finished in 0.7s. ETA: 52.2s. Rate: 343.52 forecasts/min
[2026-01-13T20:35:51.841314] [INFO ] [main      ] Fetching symbol history for TTEC...
[2026-01-13T20:35:51.841358] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2026-01-13T20:35:51.845532] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.852703] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.853646] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2026-01-13T20:35:51.853698] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2026-01-13T20:35:51.853729] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2026-01-13T20:35:51.854533] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:51.854614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:51.855804] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:51.856356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:51.856898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:51.857285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:51.858966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:51.860271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:51.860916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:35:51.862695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:51.865534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:51.866629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.919776] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2026-01-13T20:35:51.919854] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=44.465%)
[2026-01-13T20:35:51.920538] [INFO ] [main      ] Fetching symbol history for NATL...
[2026-01-13T20:35:51.920605] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2026-01-13T20:35:51.920661] [INFO ] [main      ] Progress: 80/378 forecasts completed (21.2%). DVAX finished in 0.6s. ETA: 51.7s. Rate: 345.87 forecasts/min
[2026-01-13T20:35:51.927849] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2026-01-13T20:35:51.927917] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=53.3323%)
[2026-01-13T20:35:51.928346] [INFO ] [main      ] Progress: 81/378 forecasts completed (21.4%). NXE finished in 0.7s. ETA: 50.9s. Rate: 350.00 forecasts/min
[2026-01-13T20:35:51.928552] [INFO ] [main      ] Fetching symbol history for VTEX...
[2026-01-13T20:35:51.928642] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2026-01-13T20:35:51.934944] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.936372] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2026-01-13T20:35:51.936424] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2026-01-13T20:35:51.936456] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2026-01-13T20:35:51.937244] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:51.937306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:51.938062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:51.940406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:51.941107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:51.941711] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:51.942590] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2026-01-13T20:35:51.942645] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-13T20:35:51.942677] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2026-01-13T20:35:51.943493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:51.943557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:51.943946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:51.945536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:51.948802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:51.950708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:51.951191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:51.951608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:52.164755] [DEBUG] [MAG       ] DKNG: Last date is validated at 2026-01-13
[2026-01-13T20:35:52.220662] [DEBUG] [MAG       ] TTEC: Last date is validated at 2026-01-13
[2026-01-13T20:35:52.291651] [DEBUG] [MAG       ] NATL: Last date is validated at 2026-01-13
[2026-01-13T20:35:52.320793] [DEBUG] [MAG       ] VTEX: Last date is validated at 2026-01-13
[2026-01-13T20:35:52.338834] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:52.399807] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:52.468861] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:52.470855] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2026-01-13T20:35:52.470925] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=-7.47% (Conf=54.9101%)
[2026-01-13T20:35:52.471368] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-13T20:35:52.471421] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-13T20:35:52.471670] [INFO ] [main      ] Progress: 82/378 forecasts completed (21.7%). TTEC finished in 0.6s. ETA: 52.1s. Rate: 340.98 forecasts/min
[2026-01-13T20:35:52.484200] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:52.487922] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-13T20:35:52.488011] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-13T20:35:52.488046] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-13T20:35:52.489021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:52.489084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:52.492249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:52.493028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:52.493647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:52.494650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:52.497507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:52.515782] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:52.521265] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2026-01-13T20:35:52.521331] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=53.8869%)
[2026-01-13T20:35:52.521488] [INFO ] [main      ] Fetching symbol history for HIFS...
[2026-01-13T20:35:52.521531] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2026-01-13T20:35:52.522660] [INFO ] [main      ] Progress: 83/378 forecasts completed (22.0%). DKNG finished in 0.7s. ETA: 51.5s. Rate: 343.92 forecasts/min
[2026-01-13T20:35:52.532305] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:52.533521] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2026-01-13T20:35:52.533594] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2026-01-13T20:35:52.533627] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2026-01-13T20:35:52.534377] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:52.534441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:52.539227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:52.541211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:52.541696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:52.542074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:52.542791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:52.543735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:52.560178] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2026-01-13T20:35:52.560246] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=57.2769%)
[2026-01-13T20:35:52.560623] [INFO ] [main      ] Fetching symbol history for SQNS...
[2026-01-13T20:35:52.560674] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2026-01-13T20:35:52.560659] [INFO ] [main      ] Progress: 84/378 forecasts completed (22.2%). NATL finished in 0.6s. ETA: 50.8s. Rate: 347.16 forecasts/min
[2026-01-13T20:35:52.573461] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:52.574515] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2026-01-13T20:35:52.574567] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2026-01-13T20:35:52.574620] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2026-01-13T20:35:52.575404] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:52.575470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:52.580292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:52.581807] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2026-01-13T20:35:52.581882] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=62.9904%)
[2026-01-13T20:35:52.582124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:52.582199] [INFO ] [main      ] Fetching symbol history for VOC...
[2026-01-13T20:35:52.582251] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2026-01-13T20:35:52.582623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:52.583024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:52.583186] [INFO ] [main      ] Progress: 85/378 forecasts completed (22.5%). VTEX finished in 0.7s. ETA: 50.1s. Rate: 350.74 forecasts/min
[2026-01-13T20:35:52.583878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:52.586725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:52.594824] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:52.595800] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2026-01-13T20:35:52.595858] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2026-01-13T20:35:52.595892] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2026-01-13T20:35:52.596821] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:35:52.596894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:52.601939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:52.656179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:52.696773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:52.697450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:52.698842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:52.700201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:52.700228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:52.880470] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-13
[2026-01-13T20:35:52.987692] [DEBUG] [MAG       ] VOC: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.052376] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.058943] [DEBUG] [MAG       ] SQNS: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.073914] [DEBUG] [MAG       ] HIFS: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.155841] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-13T20:35:53.155909] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=61.4885%)
[2026-01-13T20:35:53.156274] [INFO ] [main      ] Fetching symbol history for KBWY...
[2026-01-13T20:35:53.156326] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2026-01-13T20:35:53.156668] [INFO ] [main      ] Progress: 86/378 forecasts completed (22.8%). LGIH finished in 0.7s. ETA: 51.3s. Rate: 341.41 forecasts/min
[2026-01-13T20:35:53.168057] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:53.169222] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2026-01-13T20:35:53.169275] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2026-01-13T20:35:53.169306] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2026-01-13T20:35:53.170114] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:35:53.170173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:35:53.170192] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.172259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:53.228565] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2026-01-13T20:35:53.228652] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=43.918%)
[2026-01-13T20:35:53.228847] [INFO ] [main      ] Fetching symbol history for AXON...
[2026-01-13T20:35:53.228899] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2026-01-13T20:35:53.230341] [INFO ] [main      ] Progress: 87/378 forecasts completed (23.0%). VOC finished in 0.6s. ETA: 50.8s. Rate: 343.70 forecasts/min
[2026-01-13T20:35:53.232693] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.242514] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:53.243556] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2026-01-13T20:35:53.243838] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2026-01-13T20:35:53.243886] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2026-01-13T20:35:53.244745] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:53.244824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:53.249991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:53.250026] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.251849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:53.252375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:53.252928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:53.253351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:53.255770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:53.301164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:53.304681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:53.305445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:53.384279] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2026-01-13T20:35:53.384343] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-18.88% (Conf=41.0619%)
[2026-01-13T20:35:53.384710] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-13T20:35:53.384761] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-13T20:35:53.385674] [INFO ] [main      ] Progress: 88/378 forecasts completed (23.3%). SQNS finished in 0.8s. ETA: 50.6s. Rate: 344.13 forecasts/min
[2026-01-13T20:35:53.397872] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:53.399370] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-13T20:35:53.399422] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-13T20:35:53.399452] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-13T20:35:53.400240] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:53.400312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:53.429496] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2026-01-13T20:35:53.429563] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-5.44% (Conf=58.5888%)
[2026-01-13T20:35:53.429958] [INFO ] [main      ] Progress: 89/378 forecasts completed (23.5%). HIFS finished in 0.9s. ETA: 50.0s. Rate: 347.04 forecasts/min
[2026-01-13T20:35:53.430084] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-13T20:35:53.430146] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-13T20:35:53.443593] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:53.445184] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-13T20:35:53.445245] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-13T20:35:53.445279] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-13T20:35:53.446184] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:53.446247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:53.446262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:53.447199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:35:53.448129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:53.448678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:53.449504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:53.451275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:53.532325] [DEBUG] [MAG       ] KBWY: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.584909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:53.685063] [DEBUG] [MAG       ] AXON: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.705086] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.762903] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2026-01-13T20:35:53.762972] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=53.2943%)
[2026-01-13T20:35:53.763131] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-13T20:35:53.763175] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-13T20:35:53.765673] [INFO ] [main      ] Progress: 90/378 forecasts completed (23.8%). KBWY finished in 0.6s. ETA: 50.3s. Rate: 343.45 forecasts/min
[2026-01-13T20:35:53.775762] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:53.776727] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-13T20:35:53.776781] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-13T20:35:53.776813] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-13T20:35:53.777657] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:53.777722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:53.779483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:53.780017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:53.780404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:53.781320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:53.805885] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.830762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:53.868482] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:53.943158] [DEBUG] [MAG       ] ARES: Last date is validated at 2026-01-13
[2026-01-13T20:35:53.979133] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:54.033043] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-13T20:35:54.033104] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=56.4549%)
[2026-01-13T20:35:54.033435] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-13T20:35:54.033483] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-13T20:35:54.033626] [INFO ] [main      ] Progress: 91/378 forecasts completed (24.1%). AGNCL finished in 0.6s. ETA: 50.4s. Rate: 341.44 forecasts/min
[2026-01-13T20:35:54.046486] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.047484] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-13T20:35:54.047536] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-13T20:35:54.047567] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-13T20:35:54.048375] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:54.048434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:54.053252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:54.054268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:54.079663] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2026-01-13T20:35:54.079739] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=63.6148%)
[2026-01-13T20:35:54.079907] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-13T20:35:54.079952] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-13T20:35:54.081633] [INFO ] [main      ] Progress: 92/378 forecasts completed (24.3%). AXON finished in 0.9s. ETA: 49.9s. Rate: 344.16 forecasts/min
[2026-01-13T20:35:54.093282] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.094660] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-13T20:35:54.094717] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-13T20:35:54.094760] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-13T20:35:54.095589] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-13T20:35:54.095688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:54.100830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:54.102692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:54.103228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:54.103712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:54.104108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:54.104878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:54.105748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:54.108472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:54.114348] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:54.179692] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-13
[2026-01-13T20:35:54.230074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:54.232045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:54.253716] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-13T20:35:54.253782] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-10.86% (Conf=55.416%)
[2026-01-13T20:35:54.253940] [INFO ] [main      ] Fetching symbol history for ABG...
[2026-01-13T20:35:54.253984] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2026-01-13T20:35:54.255630] [INFO ] [main      ] Progress: 93/378 forecasts completed (24.6%). ARES finished in 0.8s. ETA: 49.7s. Rate: 344.17 forecasts/min
[2026-01-13T20:35:54.264738] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.265846] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2026-01-13T20:35:54.265903] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2026-01-13T20:35:54.265945] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2026-01-13T20:35:54.266750] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:54.266810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:54.271317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:54.272268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:54.272669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:54.311422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:54.312210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:54.312852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:54.313724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:54.314957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:35:54.350900] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:54.392184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:35:54.393148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:35:54.395259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:35:54.398847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:54.400014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:35:54.402197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:54.402991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:54.407477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:54.408896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:54.410671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:54.412188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:54.413949] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-13
[2026-01-13T20:35:54.415249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:54.415975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:54.416686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:35:54.419031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:35:54.420224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:54.421037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:54.421757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-13T20:35:54.422460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:35:54.425468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:54.427351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:35:54.430151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:35:54.432617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:35:54.437066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:54.450993] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-13T20:35:54.451065] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=4.91% (Conf=49.9198%)
[2026-01-13T20:35:54.451408] [INFO ] [main      ] Progress: 94/378 forecasts completed (24.9%). ESTA finished in 0.7s. ETA: 49.6s. Rate: 343.72 forecasts/min
[2026-01-13T20:35:54.451535] [INFO ] [main      ] Fetching symbol history for FIGS...
[2026-01-13T20:35:54.451603] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2026-01-13T20:35:54.455199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:35:54.456967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:54.458725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:35:54.459457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:35:54.461122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:35:54.462705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:35:54.463943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:54.465174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:54.466162] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.467111] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2026-01-13T20:35:54.467162] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2026-01-13T20:35:54.467193] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2026-01-13T20:35:54.467302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:35:54.468059] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:54.468125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:54.468981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:35:54.469903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:54.470427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:54.470740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:54.470854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:54.475176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:35:54.477260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:54.607759] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:54.662170] [DEBUG] [MAG       ] ABG: Last date is validated at 2026-01-13
[2026-01-13T20:35:54.703771] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-13T20:35:54.703837] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=61.5086%)
[2026-01-13T20:35:54.704238] [INFO ] [main      ] Fetching symbol history for KPRX...
[2026-01-13T20:35:54.704289] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2026-01-13T20:35:54.704667] [INFO ] [main      ] Progress: 95/378 forecasts completed (25.1%). ATRO finished in 0.7s. ETA: 49.6s. Rate: 342.10 forecasts/min
[2026-01-13T20:35:54.716843] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.717979] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2026-01-13T20:35:54.718034] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2026-01-13T20:35:54.718068] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2026-01-13T20:35:54.718873] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:54.718945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:54.719693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:54.759964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:54.760823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:54.827923] [DEBUG] [MAG       ] FIGS: Last date is validated at 2026-01-13
[2026-01-13T20:35:54.830870] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:54.834143] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-13
[2026-01-13T20:35:54.970561] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2026-01-13T20:35:54.970655] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-4.85% (Conf=65.5309%)
[2026-01-13T20:35:54.971025] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-13T20:35:54.971077] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-13T20:35:54.972654] [INFO ] [main      ] Progress: 96/378 forecasts completed (25.4%). ABG finished in 0.7s. ETA: 49.7s. Rate: 340.22 forecasts/min
[2026-01-13T20:35:54.983454] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:54.984401] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-13T20:35:54.984454] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-13T20:35:54.984487] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-13T20:35:54.985421] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:54.985488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:54.990836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:54.992898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:54.993417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:54.994282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:54.995030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:35:54.996661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.000903] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.014227] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.068280] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2026-01-13T20:35:55.068349] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=47.8543%)
[2026-01-13T20:35:55.068535] [INFO ] [main      ] Fetching symbol history for LINC...
[2026-01-13T20:35:55.068598] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2026-01-13T20:35:55.069275] [INFO ] [main      ] Progress: 97/378 forecasts completed (25.7%). FIGS finished in 0.6s. ETA: 49.3s. Rate: 341.82 forecasts/min
[2026-01-13T20:35:55.080631] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.081524] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2026-01-13T20:35:55.081595] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2026-01-13T20:35:55.081630] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2026-01-13T20:35:55.082403] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:55.082467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:55.087378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:55.089232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:55.089739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:55.090137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:55.092540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:55.094231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:55.094936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:35:55.095659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.113063] [DEBUG] [MAG       ] KPRX: Last date is validated at 2026-01-13
[2026-01-13T20:35:55.282159] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-13T20:35:55.282225] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-13T20:35:55.282411] [INFO ] [main      ] Fetching symbol history for GECC...
[2026-01-13T20:35:55.282458] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2026-01-13T20:35:55.282864] [INFO ] [main      ] Progress: 98/378 forecasts completed (25.9%). TBIL finished in 1.2s. ETA: 49.3s. Rate: 341.06 forecasts/min
[2026-01-13T20:35:55.283067] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.293932] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.294974] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2026-01-13T20:35:55.295031] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2026-01-13T20:35:55.295063] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2026-01-13T20:35:55.295887] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:55.295956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:55.298028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:55.298742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:55.299207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:55.299632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:55.300639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:55.303525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:55.304657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:35:55.306438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.337566] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2026-01-13T20:35:55.337652] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=49.4114%)
[2026-01-13T20:35:55.337824] [INFO ] [main      ] Fetching symbol history for CELZ...
[2026-01-13T20:35:55.337871] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2026-01-13T20:35:55.339666] [INFO ] [main      ] Progress: 99/378 forecasts completed (26.2%). KPRX finished in 0.6s. ETA: 48.7s. Rate: 343.41 forecasts/min
[2026-01-13T20:35:55.350736] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.351712] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2026-01-13T20:35:55.351765] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2026-01-13T20:35:55.351796] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2026-01-13T20:35:55.352541] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:55.352626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:55.357377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:55.359182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:55.359675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:55.360083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:35:55.363021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:55.363692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.369246] [DEBUG] [MAG       ] WKSP: Last date is validated at 2026-01-13
[2026-01-13T20:35:55.477860] [DEBUG] [MAG       ] LINC: Last date is validated at 2026-01-13
[2026-01-13T20:35:55.542631] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.616273] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-13T20:35:55.616360] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=55.7376%)
[2026-01-13T20:35:55.616731] [INFO ] [main      ] Progress: 100/378 forecasts completed (26.5%). WKSP finished in 0.6s. ETA: 48.9s. Rate: 341.41 forecasts/min
[2026-01-13T20:35:55.616886] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-13T20:35:55.616931] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-13T20:35:55.628244] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.630982] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-13T20:35:55.631038] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-13T20:35:55.631295] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-13T20:35:55.632328] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:55.632388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:55.638085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:35:55.654776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.662000] [DEBUG] [MAG       ] GECC: Last date is validated at 2026-01-13
[2026-01-13T20:35:55.665173] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.742697] [DEBUG] [MAG       ] CELZ: Last date is validated at 2026-01-13
[2026-01-13T20:35:55.751613] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2026-01-13T20:35:55.751683] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=1.92% (Conf=42.4983%)
[2026-01-13T20:35:55.752063] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-13T20:35:55.752116] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-13T20:35:55.753673] [INFO ] [main      ] Progress: 101/378 forecasts completed (26.7%). LINC finished in 0.7s. ETA: 48.6s. Rate: 342.16 forecasts/min
[2026-01-13T20:35:55.765115] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.766404] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-13T20:35:55.766457] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-13T20:35:55.766488] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-13T20:35:55.767312] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:55.767375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:55.769153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:55.769687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:55.770111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:55.770866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:55.772413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:35:55.831654] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.850364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:35:55.851922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:55.852894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.903692] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2026-01-13T20:35:55.903783] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=58.3957%)
[2026-01-13T20:35:55.904424] [INFO ] [main      ] Fetching symbol history for CSTL...
[2026-01-13T20:35:55.904489] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2026-01-13T20:35:55.906721] [INFO ] [main      ] Progress: 102/378 forecasts completed (27.0%). GECC finished in 0.6s. ETA: 48.3s. Rate: 342.59 forecasts/min
[2026-01-13T20:35:55.917694] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:55.918698] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2026-01-13T20:35:55.918758] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2026-01-13T20:35:55.918816] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2026-01-13T20:35:55.919682] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:55.919745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:55.919659] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:55.925522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:55.927784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:55.928313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:55.928745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:55.929531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:55.992894] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2026-01-13T20:35:55.992972] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-3.06% (Conf=68.7642%)
[2026-01-13T20:35:55.993401] [INFO ] [main      ] Fetching symbol history for ROE...
[2026-01-13T20:35:55.993457] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2026-01-13T20:35:55.993644] [INFO ] [main      ] Progress: 103/378 forecasts completed (27.2%). CELZ finished in 0.7s. ETA: 47.9s. Rate: 344.27 forecasts/min
[2026-01-13T20:35:56.007636] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.009632] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2026-01-13T20:35:56.009704] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2026-01-13T20:35:56.009739] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2026-01-13T20:35:56.010645] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:35:56.011058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:56.016175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:56.018203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:56.018734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:56.019138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:56.036148] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.059738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:56.114503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:56.115620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:56.116369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:35:56.122924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:56.214999] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:56.226448] [DEBUG] [MAG       ] CAAP: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.305298] [DEBUG] [MAG       ] CSTL: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.323344] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-13T20:35:56.323411] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=53.6793%)
[2026-01-13T20:35:56.323596] [INFO ] [main      ] Fetching symbol history for SUZ...
[2026-01-13T20:35:56.323641] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2026-01-13T20:35:56.324356] [INFO ] [main      ] Progress: 104/378 forecasts completed (27.5%). TRNS finished in 0.7s. ETA: 48.2s. Rate: 341.32 forecasts/min
[2026-01-13T20:35:56.334837] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.336188] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2026-01-13T20:35:56.336240] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2026-01-13T20:35:56.336293] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2026-01-13T20:35:56.337107] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:56.337167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:56.378655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:35:56.380336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:56.417534] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:56.486202] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:56.499873] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-13T20:35:56.499949] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=49.0309%)
[2026-01-13T20:35:56.500144] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-13T20:35:56.500200] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-13T20:35:56.503223] [INFO ] [main      ] Progress: 105/378 forecasts completed (27.8%). CAAP finished in 0.7s. ETA: 48.0s. Rate: 341.27 forecasts/min
[2026-01-13T20:35:56.505677] [DEBUG] [MAG       ] ROE: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.513295] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.514404] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-13T20:35:56.514470] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-13T20:35:56.514504] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-13T20:35:56.515593] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:56.515658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:56.517441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:56.518008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:35:56.560296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:56.575567] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2026-01-13T20:35:56.575648] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=-4.60% (Conf=55.6795%)
[2026-01-13T20:35:56.575997] [INFO ] [main      ] Fetching symbol history for DGICA...
[2026-01-13T20:35:56.576049] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2026-01-13T20:35:56.576627] [INFO ] [main      ] Progress: 106/378 forecasts completed (28.0%). CSTL finished in 0.7s. ETA: 47.6s. Rate: 343.15 forecasts/min
[2026-01-13T20:35:56.588802] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.590482] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2026-01-13T20:35:56.590536] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2026-01-13T20:35:56.590568] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2026-01-13T20:35:56.591361] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:56.591421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:56.596686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:56.597896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:56.699169] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:56.749060] [DEBUG] [MAG       ] SUZ: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.780400] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2026-01-13T20:35:56.780490] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=51.6858%)
[2026-01-13T20:35:56.780931] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-13T20:35:56.780986] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-13T20:35:56.781657] [INFO ] [main      ] Progress: 107/378 forecasts completed (28.3%). ROE finished in 0.8s. ETA: 47.5s. Rate: 342.60 forecasts/min
[2026-01-13T20:35:56.794026] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.795261] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-13T20:35:56.795314] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-13T20:35:56.795344] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-13T20:35:56.796163] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:56.796225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:56.797102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:56.798146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:56.849111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:35:56.853766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:56.855286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:56.923538] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:56.929815] [DEBUG] [MAG       ] MKC: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.944419] [DEBUG] [MAG       ] DGICA: Last date is validated at 2026-01-13
[2026-01-13T20:35:56.979931] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2026-01-13T20:35:56.979997] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=61.9798%)
[2026-01-13T20:35:56.980549] [INFO ] [main      ] Fetching symbol history for LHX...
[2026-01-13T20:35:56.980615] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2026-01-13T20:35:56.981632] [INFO ] [main      ] Progress: 108/378 forecasts completed (28.6%). SUZ finished in 0.7s. ETA: 47.3s. Rate: 342.15 forecasts/min
[2026-01-13T20:35:56.991902] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:56.992865] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2026-01-13T20:35:56.992923] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2026-01-13T20:35:56.992955] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2026-01-13T20:35:56.993761] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:56.993823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:56.994529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:56.995423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:56.996098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:56.996810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:56.997934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:57.099389] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.116403] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.181730] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2026-01-13T20:35:57.181797] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=52.6418%)
[2026-01-13T20:35:57.182149] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-13T20:35:57.182200] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-13T20:35:57.183619] [INFO ] [main      ] Progress: 109/378 forecasts completed (28.8%). DGICA finished in 0.6s. ETA: 47.2s. Rate: 341.68 forecasts/min
[2026-01-13T20:35:57.190247] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-13T20:35:57.190324] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-1.98% (Conf=61.792%)
[2026-01-13T20:35:57.190492] [INFO ] [main      ] Fetching symbol history for WULF...
[2026-01-13T20:35:57.190536] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2026-01-13T20:35:57.191185] [INFO ] [main      ] Progress: 110/378 forecasts completed (29.1%). MKC finished in 0.7s. ETA: 46.7s. Rate: 344.67 forecasts/min
[2026-01-13T20:35:57.194840] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.196638] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-13T20:35:57.196696] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-13T20:35:57.196729] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-13T20:35:57.197629] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:35:57.197702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:57.202679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:57.204524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:57.204508] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.205033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:57.205279] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2026-01-13T20:35:57.205338] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2026-01-13T20:35:57.205370] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2026-01-13T20:35:57.205474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:57.205888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:57.206168] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:35:57.206233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:57.207009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:35:57.209090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:35:57.210497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:57.211452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:57.213526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:57.214053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:57.214509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:57.216641] [DEBUG] [MAG       ] AAP: Last date is validated at 2026-01-13
[2026-01-13T20:35:57.265047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:57.266435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:35:57.270929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:57.363532] [DEBUG] [MAG       ] LHX: Last date is validated at 2026-01-13
[2026-01-13T20:35:57.387726] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.500024] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-13T20:35:57.500092] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=47.8253%)
[2026-01-13T20:35:57.500466] [INFO ] [main      ] Fetching symbol history for PLTK...
[2026-01-13T20:35:57.500525] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2026-01-13T20:35:57.500659] [INFO ] [main      ] Progress: 111/378 forecasts completed (29.4%). AAP finished in 0.7s. ETA: 46.8s. Rate: 342.28 forecasts/min
[2026-01-13T20:35:57.513799] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.514712] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2026-01-13T20:35:57.514764] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2026-01-13T20:35:57.514806] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2026-01-13T20:35:57.515601] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:57.515665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:57.520481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:57.522288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:57.522783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:57.523653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:57.545700] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.552215] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-13
[2026-01-13T20:35:57.636137] [DEBUG] [MAG       ] WULF: Last date is validated at 2026-01-13
[2026-01-13T20:35:57.640444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:35:57.642224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:57.686355] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2026-01-13T20:35:57.686439] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=3.80% (Conf=57.9642%)
[2026-01-13T20:35:57.686852] [INFO ] [main      ] Fetching symbol history for PRTA...
[2026-01-13T20:35:57.686906] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2026-01-13T20:35:57.687538] [INFO ] [main      ] Progress: 112/378 forecasts completed (29.6%). LHX finished in 0.7s. ETA: 46.7s. Rate: 342.07 forecasts/min
[2026-01-13T20:35:57.698662] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.699471] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2026-01-13T20:35:57.699532] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2026-01-13T20:35:57.699565] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2026-01-13T20:35:57.700439] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:57.700505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:57.705592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:57.706432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:57.732355] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.800263] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-13T20:35:57.800346] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-13T20:35:57.800756] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-13T20:35:57.800811] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-13T20:35:57.801686] [INFO ] [main      ] Progress: 113/378 forecasts completed (29.9%). BSJS finished in 0.6s. ETA: 46.3s. Rate: 343.13 forecasts/min
[2026-01-13T20:35:57.812786] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.813663] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-13T20:35:57.813721] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-13T20:35:57.813753] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-13T20:35:57.814682] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:35:57.820028] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:57.821068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:35:57.822114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:57.823485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:57.903139] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2026-01-13T20:35:57.903205] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=12.61% (Conf=57.6498%)
[2026-01-13T20:35:57.903731] [INFO ] [main      ] Fetching symbol history for MCRB...
[2026-01-13T20:35:57.903787] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2026-01-13T20:35:57.904627] [INFO ] [main      ] Progress: 114/378 forecasts completed (30.2%). WULF finished in 0.7s. ETA: 46.0s. Rate: 344.38 forecasts/min
[2026-01-13T20:35:57.915953] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:57.916875] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2026-01-13T20:35:57.916938] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2026-01-13T20:35:57.916985] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2026-01-13T20:35:57.917899] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:35:57.917999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:35:58.000737] [DEBUG] [MAG       ] PLTK: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.035076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:58.036146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:58.036896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.170860] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:58.173328] [DEBUG] [MAG       ] PRTA: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.181744] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.231288] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2026-01-13T20:35:58.231353] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=56.6456%)
[2026-01-13T20:35:58.231725] [INFO ] [main      ] Fetching symbol history for CMP...
[2026-01-13T20:35:58.231777] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2026-01-13T20:35:58.232664] [INFO ] [main      ] Progress: 115/378 forecasts completed (30.4%). PLTK finished in 0.7s. ETA: 46.2s. Rate: 341.75 forecasts/min
[2026-01-13T20:35:58.246356] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:58.247326] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2026-01-13T20:35:58.247376] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2026-01-13T20:35:58.247407] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2026-01-13T20:35:58.248247] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:35:58.248308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:58.253484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:58.255304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:35:58.255989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:58.256754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:58.259059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:58.260039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.349621] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:58.372138] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:58.399474] [DEBUG] [MAG       ] MCRB: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.426804] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2026-01-13T20:35:58.426869] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=2.44% (Conf=58.1264%)
[2026-01-13T20:35:58.427027] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-13T20:35:58.427088] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-13T20:35:58.427875] [INFO ] [main      ] Progress: 116/378 forecasts completed (30.7%). PRTA finished in 0.7s. ETA: 46.0s. Rate: 341.42 forecasts/min
[2026-01-13T20:35:58.438661] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:58.439514] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-13T20:35:58.439590] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-13T20:35:58.439626] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-13T20:35:58.440389] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:35:58.440447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:58.441166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.524433] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-13T20:35:58.524513] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=50.4091%)
[2026-01-13T20:35:58.524755] [INFO ] [main      ] Fetching symbol history for SNTI...
[2026-01-13T20:35:58.524822] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2026-01-13T20:35:58.525874] [INFO ] [main      ] Progress: 117/378 forecasts completed (31.0%). AAPL finished in 0.7s. ETA: 45.7s. Rate: 342.72 forecasts/min
[2026-01-13T20:35:58.537546] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:58.538786] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2026-01-13T20:35:58.538846] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2026-01-13T20:35:58.538878] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2026-01-13T20:35:58.539942] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:58.540017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:35:58.541889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:35:58.542426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:35:58.542861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:58.544705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.585515] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:58.610104] [DEBUG] [MAG       ] CMP: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.681181] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2026-01-13T20:35:58.681254] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=8.81% (Conf=46.8559%)
[2026-01-13T20:35:58.681631] [INFO ] [main      ] Fetching symbol history for MATX...
[2026-01-13T20:35:58.681684] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2026-01-13T20:35:58.681672] [INFO ] [main      ] Progress: 118/378 forecasts completed (31.2%). MCRB finished in 0.8s. ETA: 45.5s. Rate: 343.04 forecasts/min
[2026-01-13T20:35:58.694264] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:58.695413] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2026-01-13T20:35:58.695478] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2026-01-13T20:35:58.695510] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2026-01-13T20:35:58.696694] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:58.696754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:58.701965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:58.704074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.782251] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:58.819518] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-13
[2026-01-13T20:35:58.866494] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2026-01-13T20:35:58.866561] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=58.0919%)
[2026-01-13T20:35:58.866934] [INFO ] [main      ] Fetching symbol history for COLL...
[2026-01-13T20:35:58.866988] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2026-01-13T20:35:58.867655] [INFO ] [main      ] Progress: 119/378 forecasts completed (31.5%). CMP finished in 0.6s. ETA: 45.3s. Rate: 342.86 forecasts/min
[2026-01-13T20:35:58.879961] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:58.880856] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2026-01-13T20:35:58.880907] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2026-01-13T20:35:58.880938] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2026-01-13T20:35:58.881731] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:58.881791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:58.886595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:35:58.887363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:35:58.888080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:58.889515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:35:58.890649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:58.924532] [DEBUG] [MAG       ] SNTI: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.024904] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.085150] [DEBUG] [MAG       ] MATX: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.096233] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-13T20:35:59.096317] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=55.5928%)
[2026-01-13T20:35:59.096324] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.096709] [INFO ] [main      ] Fetching symbol history for BNS...
[2026-01-13T20:35:59.096762] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2026-01-13T20:35:59.098499] [INFO ] [main      ] Progress: 120/378 forecasts completed (31.7%). AIPI finished in 0.7s. ETA: 45.3s. Rate: 341.95 forecasts/min
[2026-01-13T20:35:59.108090] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.109149] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2026-01-13T20:35:59.109205] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2026-01-13T20:35:59.109237] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2026-01-13T20:35:59.110158] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:59.110219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:59.116048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:59.118734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.176505] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2026-01-13T20:35:59.176591] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-7.48% (Conf=40.8632%)
[2026-01-13T20:35:59.176958] [INFO ] [main      ] Fetching symbol history for OCSL...
[2026-01-13T20:35:59.177007] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2026-01-13T20:35:59.177660] [INFO ] [main      ] Progress: 121/378 forecasts completed (32.0%). SNTI finished in 0.7s. ETA: 44.9s. Rate: 343.51 forecasts/min
[2026-01-13T20:35:59.187784] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.188691] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2026-01-13T20:35:59.188746] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2026-01-13T20:35:59.188779] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2026-01-13T20:35:59.189531] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:35:59.189608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:59.194354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:35:59.196822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:35:59.198461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:35:59.235996] [DEBUG] [MAG       ] COLL: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.248038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:35:59.249268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.268240] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.397488] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2026-01-13T20:35:59.397558] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=57.9484%)
[2026-01-13T20:35:59.398036] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-13T20:35:59.398091] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-13T20:35:59.398659] [INFO ] [main      ] Progress: 122/378 forecasts completed (32.3%). MATX finished in 0.7s. ETA: 44.8s. Rate: 342.76 forecasts/min
[2026-01-13T20:35:59.404250] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.410146] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.411107] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-13T20:35:59.411159] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-13T20:35:59.411191] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-13T20:35:59.412183] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:59.412255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:59.417915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:35:59.418871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:35:59.419670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:35:59.420921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.478697] [DEBUG] [MAG       ] BNS: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.490788] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2026-01-13T20:35:59.490850] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=57.4254%)
[2026-01-13T20:35:59.491013] [INFO ] [main      ] Fetching symbol history for MBC...
[2026-01-13T20:35:59.491056] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2026-01-13T20:35:59.492647] [INFO ] [main      ] Progress: 123/378 forecasts completed (32.5%). COLL finished in 0.6s. ETA: 44.5s. Rate: 344.06 forecasts/min
[2026-01-13T20:35:59.503942] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.505071] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2026-01-13T20:35:59.505123] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2026-01-13T20:35:59.505153] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2026-01-13T20:35:59.505929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:59.505988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:59.506709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:35:59.512386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.588960] [DEBUG] [MAG       ] OCSL: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.650383] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.727086] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2026-01-13T20:35:59.727151] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=61.9645%)
[2026-01-13T20:35:59.727524] [INFO ] [main      ] Progress: 124/378 forecasts completed (32.8%). BNS finished in 0.6s. ETA: 44.4s. Rate: 343.10 forecasts/min
[2026-01-13T20:35:59.727701] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-13T20:35:59.727745] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-13T20:35:59.739730] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.740697] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-13T20:35:59.740749] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-13T20:35:59.740779] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-13T20:35:59.741589] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:35:59.741651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:35:59.746922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:35:59.747766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:35:59.750092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:35:59.753473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.761201] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:35:59.791518] [DEBUG] [MAG       ] OXM: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.825772] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2026-01-13T20:35:59.825838] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=59.8228%)
[2026-01-13T20:35:59.826185] [INFO ] [main      ] Fetching symbol history for JHX...
[2026-01-13T20:35:59.826236] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2026-01-13T20:35:59.827674] [INFO ] [main      ] Progress: 125/378 forecasts completed (33.1%). OCSL finished in 0.6s. ETA: 44.1s. Rate: 344.27 forecasts/min
[2026-01-13T20:35:59.837450] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:35:59.840147] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2026-01-13T20:35:59.840391] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2026-01-13T20:35:59.840422] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2026-01-13T20:35:59.841239] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:35:59.841297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:35:59.842192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:35:59.843197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:35:59.864997] [DEBUG] [MAG       ] MBC: Last date is validated at 2026-01-13
[2026-01-13T20:35:59.962180] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:00.037105] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:00.070212] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-13T20:36:00.070285] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=49.0998%)
[2026-01-13T20:36:00.070691] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-13T20:36:00.070745] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-13T20:36:00.071649] [INFO ] [main      ] Progress: 126/378 forecasts completed (33.3%). OXM finished in 0.7s. ETA: 44.1s. Rate: 343.18 forecasts/min
[2026-01-13T20:36:00.084279] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:00.085460] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-13T20:36:00.085514] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-13T20:36:00.085546] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-13T20:36:00.086616] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:00.086680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:00.092368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:00.093305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:00.097194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:00.098431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:00.099602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:00.108454] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2026-01-13T20:36:00.108521] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=59.3782%)
[2026-01-13T20:36:00.108888] [INFO ] [main      ] Fetching symbol history for BCAL...
[2026-01-13T20:36:00.108943] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2026-01-13T20:36:00.109630] [INFO ] [main      ] Progress: 127/378 forecasts completed (33.6%). MBC finished in 0.6s. ETA: 43.6s. Rate: 345.31 forecasts/min
[2026-01-13T20:36:00.122849] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:00.124013] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2026-01-13T20:36:00.124068] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2026-01-13T20:36:00.124099] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2026-01-13T20:36:00.124956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:00.125032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:00.126841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:00.127568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:00.131564] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-13
[2026-01-13T20:36:00.217679] [DEBUG] [MAG       ] JHX: Last date is validated at 2026-01-13
[2026-01-13T20:36:00.259001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:00.262296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:00.264540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:00.315174] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:00.388067] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:00.396756] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-13T20:36:00.396842] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-7.57% (Conf=47.277%)
[2026-01-13T20:36:00.397162] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-13T20:36:00.397214] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-13T20:36:00.398149] [INFO ] [main      ] Progress: 128/378 forecasts completed (33.9%). PD finished in 0.7s. ETA: 43.7s. Rate: 343.54 forecasts/min
[2026-01-13T20:36:00.409968] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:00.410888] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-13T20:36:00.410959] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-13T20:36:00.411012] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-13T20:36:00.412106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:00.412183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:00.483929] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2026-01-13T20:36:00.484221] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=49.3991%)
[2026-01-13T20:36:00.485143] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-13T20:36:00.485198] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-13T20:36:00.485668] [INFO ] [main      ] Progress: 129/378 forecasts completed (34.1%). JHX finished in 0.7s. ETA: 43.3s. Rate: 344.87 forecasts/min
[2026-01-13T20:36:00.503150] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:00.503892] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-13T20:36:00.503943] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-13T20:36:00.503974] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-13T20:36:00.504779] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:00.504851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:00.506532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:00.507089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:00.507480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:00.508472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:00.530401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:00.534149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:00.548649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:00.558385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:00.565370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:00.566194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:00.588354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:00.589738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:00.622491] [DEBUG] [MAG       ] BCAL: Last date is validated at 2026-01-13
[2026-01-13T20:36:00.636951] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-13
[2026-01-13T20:36:00.876759] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:00.970847] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-13T20:36:00.970916] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=51.2772%)
[2026-01-13T20:36:00.971097] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-13T20:36:00.971147] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-13T20:36:00.974074] [INFO ] [main      ] Progress: 130/378 forecasts completed (34.4%). PNQI finished in 0.9s. ETA: 43.7s. Rate: 340.14 forecasts/min
[2026-01-13T20:36:00.998597] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.006065] [DEBUG] [MAG       ] MANH: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.011262] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.011949] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-13T20:36:01.012024] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-13T20:36:01.012067] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-13T20:36:01.013055] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:01.013148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:01.020883] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.035819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:01.048236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:01.051893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:01.053678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:01.070061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:01.077405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:01.078861] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2026-01-13T20:36:01.078946] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=61.8303%)
[2026-01-13T20:36:01.079153] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-13T20:36:01.079213] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-13T20:36:01.080831] [INFO ] [main      ] Progress: 131/378 forecasts completed (34.7%). BCAL finished in 1.0s. ETA: 43.4s. Rate: 341.17 forecasts/min
[2026-01-13T20:36:01.081849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:01.083518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:01.084388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:01.085608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:01.102340] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.103424] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-13T20:36:01.103478] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-13T20:36:01.103509] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-13T20:36:01.104316] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:01.104378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:01.114250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:01.116051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:01.116526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:01.119982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:01.120876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:01.126333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:01.194029] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.243098] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.294875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:01.295861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:01.316237] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-13T20:36:01.316302] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=69.7114%)
[2026-01-13T20:36:01.318810] [INFO ] [main      ] Progress: 132/378 forecasts completed (34.9%). BEPI finished in 0.9s. ETA: 43.4s. Rate: 340.26 forecasts/min
[2026-01-13T20:36:01.318838] [INFO ] [main      ] Fetching symbol history for JACK...
[2026-01-13T20:36:01.318981] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2026-01-13T20:36:01.337442] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.338324] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2026-01-13T20:36:01.338377] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2026-01-13T20:36:01.338419] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2026-01-13T20:36:01.339252] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:01.339317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:01.341174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:01.341736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:01.342136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:01.343415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:01.344481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:01.389546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:01.390921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:01.399129] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-13T20:36:01.399201] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=52.783%)
[2026-01-13T20:36:01.404284] [INFO ] [main      ] Fetching symbol history for UDMY...
[2026-01-13T20:36:01.404340] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2026-01-13T20:36:01.404670] [INFO ] [main      ] Progress: 133/378 forecasts completed (35.2%). MANH finished in 0.9s. ETA: 43.0s. Rate: 341.58 forecasts/min
[2026-01-13T20:36:01.416818] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.417781] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2026-01-13T20:36:01.417833] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2026-01-13T20:36:01.417864] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2026-01-13T20:36:01.418714] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:01.418777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:01.423753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:01.424744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:01.426417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:01.490085] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.671816] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.706019] [DEBUG] [MAG       ] AFCG: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.798536] [DEBUG] [MAG       ] UDMY: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.869770] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-13T20:36:01.869840] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=51.9627%)
[2026-01-13T20:36:01.870202] [INFO ] [main      ] Progress: 134/378 forecasts completed (35.4%). HNRG finished in 0.9s. ETA: 43.4s. Rate: 337.42 forecasts/min
[2026-01-13T20:36:01.870328] [INFO ] [main      ] Fetching symbol history for CRVL...
[2026-01-13T20:36:01.870373] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2026-01-13T20:36:01.878912] [DEBUG] [MAG       ] JACK: Last date is validated at 2026-01-13
[2026-01-13T20:36:01.882773] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.883710] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2026-01-13T20:36:01.883772] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2026-01-13T20:36:01.883805] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2026-01-13T20:36:01.884775] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:01.884860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:01.890894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:01.892016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:01.892493] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.934238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:01.935848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:01.938340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:01.960917] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-13T20:36:01.961008] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=4.40% (Conf=65.1725%)
[2026-01-13T20:36:01.961408] [INFO ] [main      ] Fetching symbol history for ETO...
[2026-01-13T20:36:01.961457] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2026-01-13T20:36:01.961873] [INFO ] [main      ] Progress: 135/378 forecasts completed (35.7%). AFCG finished in 0.9s. ETA: 43.1s. Rate: 338.64 forecasts/min
[2026-01-13T20:36:01.975380] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:01.976681] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2026-01-13T20:36:01.976733] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2026-01-13T20:36:01.976764] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2026-01-13T20:36:01.977554] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:01.977636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:01.981374] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:01.982765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:01.984687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:01.985177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.055000] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2026-01-13T20:36:02.055084] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-13.16% (Conf=38.3415%)
[2026-01-13T20:36:02.055458] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-13T20:36:02.055510] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-13T20:36:02.055671] [INFO ] [main      ] Progress: 136/378 forecasts completed (36.0%). UDMY finished in 0.7s. ETA: 42.7s. Rate: 339.82 forecasts/min
[2026-01-13T20:36:02.068369] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:02.069668] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-13T20:36:02.069729] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-13T20:36:02.069763] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-13T20:36:02.070824] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:02.070895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:02.071685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:02.115445] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:02.155121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:02.157862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:02.159632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.214313] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2026-01-13T20:36:02.214386] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=1.80% (Conf=51.7019%)
[2026-01-13T20:36:02.214792] [INFO ] [main      ] Fetching symbol history for VRA...
[2026-01-13T20:36:02.214842] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2026-01-13T20:36:02.215659] [INFO ] [main      ] Progress: 137/378 forecasts completed (36.2%). JACK finished in 0.9s. ETA: 42.5s. Rate: 340.05 forecasts/min
[2026-01-13T20:36:02.229319] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:02.230333] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2026-01-13T20:36:02.230397] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2026-01-13T20:36:02.230430] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2026-01-13T20:36:02.231383] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:02.231453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:02.236415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:02.237378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:02.306982] [DEBUG] [MAG       ] CRVL: Last date is validated at 2026-01-13
[2026-01-13T20:36:02.356669] [DEBUG] [MAG       ] ETO: Last date is validated at 2026-01-13
[2026-01-13T20:36:02.366180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:02.367777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:02.368626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.489014] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:02.540711] [DEBUG] [MAG       ] AMN: Last date is validated at 2026-01-13
[2026-01-13T20:36:02.545216] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:02.601265] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2026-01-13T20:36:02.601339] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=45.089%)
[2026-01-13T20:36:02.601669] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-13T20:36:02.601720] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-13T20:36:02.602748] [INFO ] [main      ] Progress: 138/378 forecasts completed (36.5%). CRVL finished in 0.7s. ETA: 42.7s. Rate: 337.13 forecasts/min
[2026-01-13T20:36:02.613372] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:02.613952] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2026-01-13T20:36:02.614021] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=55.911%)
[2026-01-13T20:36:02.614190] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-13T20:36:02.614233] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-13T20:36:02.614396] [INFO ] [main      ] Progress: 139/378 forecasts completed (36.8%). ETO finished in 0.7s. ETA: 42.2s. Rate: 339.41 forecasts/min
[2026-01-13T20:36:02.614532] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-13T20:36:02.614597] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-13T20:36:02.614630] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-13T20:36:02.615403] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:02.615462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:02.617494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:02.619144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.628554] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:02.629434] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-13T20:36:02.629487] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-13T20:36:02.629518] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-13T20:36:02.633240] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:02.633322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:02.635140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:02.635746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:02.636151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:02.715709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:02.717809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.724947] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:02.738614] [DEBUG] [MAG       ] VRA: Last date is validated at 2026-01-13
[2026-01-13T20:36:02.835232] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-13T20:36:02.835491] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=46.496%)
[2026-01-13T20:36:02.835679] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2026-01-13T20:36:02.835729] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2026-01-13T20:36:02.838673] [INFO ] [main      ] Progress: 140/378 forecasts completed (37.0%). AMN finished in 0.8s. ETA: 42.2s. Rate: 338.76 forecasts/min
[2026-01-13T20:36:02.847717] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:02.848890] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2026-01-13T20:36:02.848958] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2026-01-13T20:36:02.848992] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2026-01-13T20:36:02.849805] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:02.849869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:02.850858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:02.852063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:02.853521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:02.927117] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:02.973939] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-13
[2026-01-13T20:36:02.997827] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2026-01-13T20:36:02.997895] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=48.6692%)
[2026-01-13T20:36:02.998305] [INFO ] [main      ] Fetching symbol history for GGB...
[2026-01-13T20:36:02.998361] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2026-01-13T20:36:02.998663] [INFO ] [main      ] Progress: 141/378 forecasts completed (37.3%). VRA finished in 0.8s. ETA: 41.9s. Rate: 339.00 forecasts/min
[2026-01-13T20:36:03.010303] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:03.012152] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2026-01-13T20:36:03.012222] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2026-01-13T20:36:03.012256] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2026-01-13T20:36:03.013182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:03.013247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:03.019073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:03.021349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:03.021994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:03.022446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:03.023316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:03.086808] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-13
[2026-01-13T20:36:03.156551] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:03.221430] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2026-01-13
[2026-01-13T20:36:03.256635] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-13T20:36:03.256712] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=46.2185%)
[2026-01-13T20:36:03.256901] [INFO ] [main      ] Fetching symbol history for SOXX...
[2026-01-13T20:36:03.256949] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2026-01-13T20:36:03.258426] [INFO ] [main      ] Progress: 142/378 forecasts completed (37.6%). CIB finished in 0.7s. ETA: 41.9s. Rate: 337.88 forecasts/min
[2026-01-13T20:36:03.265731] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:03.269195] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:03.270388] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2026-01-13T20:36:03.270458] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2026-01-13T20:36:03.270499] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2026-01-13T20:36:03.271342] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:03.271406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:03.272370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:03.275279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:03.317165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:03.319901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:03.379993] [DEBUG] [MAG       ] GGB: Last date is validated at 2026-01-13
[2026-01-13T20:36:03.386589] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-13T20:36:03.386665] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=50.3961%)
[2026-01-13T20:36:03.386830] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-13T20:36:03.386873] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-13T20:36:03.387864] [INFO ] [main      ] Progress: 143/378 forecasts completed (37.8%). VONE finished in 0.8s. ETA: 41.7s. Rate: 338.53 forecasts/min
[2026-01-13T20:36:03.391258] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:03.399736] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:03.400833] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-13T20:36:03.400896] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-13T20:36:03.400929] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-13T20:36:03.401744] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-13T20:36:03.401844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:03.406792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:03.408658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:03.409176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:03.409651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:03.410057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:03.410837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:03.411701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:03.414274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:03.539731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:03.542752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:03.556153] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:03.575767] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2026-01-13T20:36:03.575840] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=76.025%)
[2026-01-13T20:36:03.576022] [INFO ] [main      ] Fetching symbol history for TEM...
[2026-01-13T20:36:03.576069] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2026-01-13T20:36:03.577804] [INFO ] [main      ] Progress: 144/378 forecasts completed (38.1%). NDAQ finished in 0.7s. ETA: 41.5s. Rate: 338.36 forecasts/min
[2026-01-13T20:36:03.586229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:03.587455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:03.588888] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:03.590719] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2026-01-13T20:36:03.590773] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2026-01-13T20:36:03.590804] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2026-01-13T20:36:03.591624] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:03.591688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:03.593441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:03.593992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:03.594586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:03.595617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:03.597173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:03.598463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:03.616703] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2026-01-13T20:36:03.616772] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=34.1898%)
[2026-01-13T20:36:03.617483] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-13T20:36:03.617535] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-13T20:36:03.617671] [INFO ] [main      ] Progress: 145/378 forecasts completed (38.4%). GGB finished in 0.6s. ETA: 41.1s. Rate: 340.18 forecasts/min
[2026-01-13T20:36:03.628968] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:03.630296] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-13T20:36:03.630353] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-13T20:36:03.630386] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-13T20:36:03.630646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:03.631243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:03.631307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:03.631760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:03.633147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:03.634482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:03.637348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:03.638744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:03.639792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:03.687897] [DEBUG] [MAG       ] SOXX: Last date is validated at 2026-01-13
[2026-01-13T20:36:03.713359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:03.714275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:03.716192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:03.719035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:03.720131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:03.722255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:03.723046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:03.727558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:03.728817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:03.730160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:03.731732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:03.734776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:03.735458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:03.736195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:03.738312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:03.739435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:03.740185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:03.740926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-13T20:36:03.741646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:03.744483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:03.746150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:03.748702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:03.750967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:03.754990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:03.774192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:03.775806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:03.777770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:03.778598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:03.780397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:03.782434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:03.783374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:03.784634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:03.786141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:03.788746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:03.790601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:03.793886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:03.795933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:03.801680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:03.864432] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:03.953479] [DEBUG] [MAG       ] TEM: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.001801] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.008854] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2026-01-13T20:36:04.008933] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=56.9366%)
[2026-01-13T20:36:04.009298] [INFO ] [main      ] Fetching symbol history for TCPC...
[2026-01-13T20:36:04.009356] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2026-01-13T20:36:04.009663] [INFO ] [main      ] Progress: 146/378 forecasts completed (38.6%). SOXX finished in 0.8s. ETA: 41.3s. Rate: 337.35 forecasts/min
[2026-01-13T20:36:04.021898] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.022852] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2026-01-13T20:36:04.022903] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-13T20:36:04.022935] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2026-01-13T20:36:04.023732] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:04.023794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:04.029129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:04.031132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:04.032028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:04.034685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:04.036800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.133902] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.171286] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.186676] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.262524] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2026-01-13T20:36:04.262619] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=58.1967%)
[2026-01-13T20:36:04.262789] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2026-01-13T20:36:04.262834] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2026-01-13T20:36:04.263901] [INFO ] [main      ] Progress: 147/378 forecasts completed (38.9%). TEM finished in 0.7s. ETA: 41.2s. Rate: 336.37 forecasts/min
[2026-01-13T20:36:04.271101] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-13T20:36:04.271175] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=56.8453%)
[2026-01-13T20:36:04.271536] [INFO ] [main      ] Fetching symbol history for MILN...
[2026-01-13T20:36:04.271640] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2026-01-13T20:36:04.271673] [INFO ] [main      ] Progress: 148/378 forecasts completed (39.2%). HMC finished in 0.7s. ETA: 40.8s. Rate: 338.56 forecasts/min
[2026-01-13T20:36:04.274262] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.276749] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2026-01-13T20:36:04.276799] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2026-01-13T20:36:04.276829] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2026-01-13T20:36:04.277646] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:04.277706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:04.279447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:04.279997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:04.280449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:04.282564] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.283735] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2026-01-13T20:36:04.283799] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2026-01-13T20:36:04.283831] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2026-01-13T20:36:04.284741] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:04.284819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:04.285562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:04.286457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.287313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:04.287919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:04.289062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:04.290804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:04.292138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:04.292925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.347529] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.399389] [DEBUG] [MAG       ] TCPC: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.575276] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.614693] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-13T20:36:04.614760] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-13T20:36:04.615200] [INFO ] [main      ] Fetching symbol history for EXPD...
[2026-01-13T20:36:04.615435] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2026-01-13T20:36:04.615663] [INFO ] [main      ] Progress: 149/378 forecasts completed (39.4%). BSCQ finished in 1.2s. ETA: 40.8s. Rate: 336.43 forecasts/min
[2026-01-13T20:36:04.631013] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.633689] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.634890] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2026-01-13T20:36:04.634944] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2026-01-13T20:36:04.634978] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2026-01-13T20:36:04.635988] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:04.636049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:04.636278] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2026-01-13T20:36:04.636361] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=51.4396%)
[2026-01-13T20:36:04.636834] [INFO ] [main      ] Fetching symbol history for ASH...
[2026-01-13T20:36:04.636899] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2026-01-13T20:36:04.637791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:04.638334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:04.638635] [INFO ] [main      ] Progress: 150/378 forecasts completed (39.7%). TCPC finished in 0.6s. ETA: 40.4s. Rate: 338.40 forecasts/min
[2026-01-13T20:36:04.638767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:04.642005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.647185] [DEBUG] [MAG       ] MILN: Last date is validated at 2026-01-13
[2026-01-13T20:36:04.649811] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.650828] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2026-01-13T20:36:04.650891] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2026-01-13T20:36:04.650925] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2026-01-13T20:36:04.651821] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:04.651882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:04.654025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.804389] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.819694] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:04.877442] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2026-01-13T20:36:04.877517] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=49.2488%)
[2026-01-13T20:36:04.877877] [INFO ] [main      ] Progress: 151/378 forecasts completed (39.9%). QQQJ finished in 0.6s. ETA: 40.3s. Rate: 337.62 forecasts/min
[2026-01-13T20:36:04.878022] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-13T20:36:04.878065] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-13T20:36:04.888481] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.889359] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-13T20:36:04.889409] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-13T20:36:04.889440] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-13T20:36:04.890400] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:04.890460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:04.891424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:04.892764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:04.895854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:04.896597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:04.898146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:04.910718] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2026-01-13T20:36:04.910811] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=56.9192%)
[2026-01-13T20:36:04.911515] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-13T20:36:04.911675] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-13T20:36:04.911668] [INFO ] [main      ] Progress: 152/378 forecasts completed (40.2%). MILN finished in 0.6s. ETA: 39.9s. Rate: 339.42 forecasts/min
[2026-01-13T20:36:04.927679] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:04.929625] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-13T20:36:04.929692] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-13T20:36:04.929728] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-13T20:36:04.930713] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:04.930783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:04.937555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:04.938681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:05.011113] [DEBUG] [MAG       ] EXPD: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.018154] [DEBUG] [MAG       ] ASH: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.197227] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:05.199103] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:05.252981] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.299323] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.304709] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2026-01-13T20:36:05.304780] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=39.9818%)
[2026-01-13T20:36:05.305233] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-13T20:36:05.305292] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-13T20:36:05.305663] [INFO ] [main      ] Progress: 153/378 forecasts completed (40.5%). ASH finished in 0.7s. ETA: 40.1s. Rate: 336.72 forecasts/min
[2026-01-13T20:36:05.318420] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:05.319433] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-13T20:36:05.319485] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-13T20:36:05.319518] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-13T20:36:05.320538] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-13T20:36:05.320675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:05.325811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:05.328102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:05.328624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:05.329125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:05.329548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:05.330351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:05.331166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:05.332686] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2026-01-13T20:36:05.332759] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=55.9392%)
[2026-01-13T20:36:05.332930] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-13T20:36:05.332976] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-13T20:36:05.333878] [INFO ] [main      ] Progress: 154/378 forecasts completed (40.7%). EXPD finished in 0.7s. ETA: 39.7s. Rate: 338.57 forecasts/min
[2026-01-13T20:36:05.334459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:05.346327] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:05.347384] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-13T20:36:05.347457] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-13T20:36:05.347499] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-13T20:36:05.348652] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:05.348734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:05.350660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:05.351203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:05.351697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:05.352115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:05.353008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:05.436940] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:05.469135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:05.471229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:05.479023] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:05.513862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:05.515258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:05.542847] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-13T20:36:05.542919] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=37.2419%)
[2026-01-13T20:36:05.543098] [INFO ] [main      ] Fetching symbol history for WLDS...
[2026-01-13T20:36:05.543146] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2026-01-13T20:36:05.543825] [INFO ] [main      ] Progress: 155/378 forecasts completed (41.0%). LEA finished in 0.7s. ETA: 39.6s. Rate: 338.17 forecasts/min
[2026-01-13T20:36:05.554716] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:05.555670] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2026-01-13T20:36:05.555721] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2026-01-13T20:36:05.555751] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2026-01-13T20:36:05.556499] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:05.556558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:05.560986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:05.562418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:05.562791] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-13T20:36:05.562864] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=58.053%)
[2026-01-13T20:36:05.562984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:05.563220] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-13T20:36:05.563269] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-13T20:36:05.563530] [INFO ] [main      ] Progress: 156/378 forecasts completed (41.3%). MGNI finished in 0.7s. ETA: 39.2s. Rate: 340.11 forecasts/min
[2026-01-13T20:36:05.563446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:05.564846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:05.574547] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:05.575731] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-13T20:36:05.575886] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-13T20:36:05.575926] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-13T20:36:05.577126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:05.577190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:05.582137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:05.583929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:05.584411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:05.602610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:05.641994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:05.642931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:05.644854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:05.648173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:05.649356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:05.651496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:05.652294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:05.656798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:05.658247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:05.659661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:05.661302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:05.664247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:05.664965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:05.665697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:05.667804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:05.668965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:05.669715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:05.670600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-13T20:36:05.671306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:05.674135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:05.675770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:05.678594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:05.681062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:05.685552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:05.703884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:05.705612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:05.707539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:05.708402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:05.710103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:05.711774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:05.712744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:05.713986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:05.715251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:05.717533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:05.719224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:05.740658] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.919763] [DEBUG] [MAG       ] WLDS: Last date is validated at 2026-01-13
[2026-01-13T20:36:05.921316] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:05.960963] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.008063] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-13T20:36:06.008134] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=64.9339%)
[2026-01-13T20:36:06.008536] [INFO ] [main      ] Fetching symbol history for KEP...
[2026-01-13T20:36:06.008605] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2026-01-13T20:36:06.008660] [INFO ] [main      ] Progress: 157/378 forecasts completed (41.5%). CM finished in 0.7s. ETA: 39.4s. Rate: 336.84 forecasts/min
[2026-01-13T20:36:06.021539] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.022631] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2026-01-13T20:36:06.022692] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2026-01-13T20:36:06.022731] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2026-01-13T20:36:06.023740] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:06.023804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:06.025673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:06.026189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:06.026598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:06.027335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:06.080704] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.082274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:06.106113] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.138027] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.194987] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2026-01-13T20:36:06.195056] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=46.2523%)
[2026-01-13T20:36:06.195541] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-13T20:36:06.195611] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-13T20:36:06.195590] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-13T20:36:06.195656] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=41.3252%)
[2026-01-13T20:36:06.195552] [INFO ] [main      ] Progress: 158/378 forecasts completed (41.8%). WLDS finished in 0.7s. ETA: 39.2s. Rate: 336.73 forecasts/min
[2026-01-13T20:36:06.196010] [INFO ] [main      ] Fetching symbol history for MCHI...
[2026-01-13T20:36:06.196060] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2026-01-13T20:36:06.196616] [INFO ] [main      ] Progress: 159/378 forecasts completed (42.1%). EVF finished in 0.6s. ETA: 38.8s. Rate: 338.85 forecasts/min
[2026-01-13T20:36:06.207160] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.208004] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-13T20:36:06.208070] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-13T20:36:06.208113] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-13T20:36:06.208071] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.208943] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2026-01-13T20:36:06.208999] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2026-01-13T20:36:06.209029] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2026-01-13T20:36:06.209015] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:36:06.209859] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:06.209922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:06.212281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:06.213272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:06.213907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:06.215019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:06.219484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:06.220017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:06.221059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:06.222650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:06.223636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:06.224286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:06.257221] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.431480] [DEBUG] [MAG       ] KEP: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.526250] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-13T20:36:06.526330] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-13T20:36:06.526700] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-13T20:36:06.526752] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-13T20:36:06.527649] [INFO ] [main      ] Progress: 160/378 forecasts completed (42.3%). FTSM finished in 1.2s. ETA: 38.8s. Rate: 337.02 forecasts/min
[2026-01-13T20:36:06.540043] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.540900] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-13T20:36:06.540952] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-13T20:36:06.540982] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-13T20:36:06.541770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:06.541832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:06.546664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:06.548441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:06.548931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:06.549723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:06.571805] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.590749] [DEBUG] [MAG       ] MCHI: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.609772] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.682191] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2026-01-13T20:36:06.682257] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=56.3239%)
[2026-01-13T20:36:06.682649] [INFO ] [main      ] Fetching symbol history for LYRA...
[2026-01-13T20:36:06.682707] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2026-01-13T20:36:06.682672] [INFO ] [main      ] Progress: 161/378 forecasts completed (42.6%). KEP finished in 0.7s. ETA: 38.6s. Rate: 337.29 forecasts/min
[2026-01-13T20:36:06.694235] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.695331] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2026-01-13T20:36:06.695383] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2026-01-13T20:36:06.695414] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2026-01-13T20:36:06.696294] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:06.696373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:06.697066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:06.697817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:06.700629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:06.746589] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.768454] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:06.793609] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-13T20:36:06.793691] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-13T20:36:06.794162] [INFO ] [main      ] Fetching symbol history for CPK...
[2026-01-13T20:36:06.794215] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2026-01-13T20:36:06.794656] [INFO ] [main      ] Progress: 162/378 forecasts completed (42.9%). CIF finished in 0.6s. ETA: 38.3s. Rate: 338.06 forecasts/min
[2026-01-13T20:36:06.806812] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.808014] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2026-01-13T20:36:06.808078] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2026-01-13T20:36:06.808114] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2026-01-13T20:36:06.809042] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:06.809112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:06.814694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:06.816735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:06.817340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:06.817773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:06.818782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:06.820062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:06.821097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:06.822395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:06.823761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:06.866783] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2026-01-13T20:36:06.866860] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=47.517%)
[2026-01-13T20:36:06.867230] [INFO ] [main      ] Fetching symbol history for NOMD...
[2026-01-13T20:36:06.867283] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2026-01-13T20:36:06.868509] [INFO ] [main      ] Progress: 163/378 forecasts completed (43.1%). MCHI finished in 0.7s. ETA: 38.0s. Rate: 339.28 forecasts/min
[2026-01-13T20:36:06.880141] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:06.881342] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2026-01-13T20:36:06.881406] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-13T20:36:06.881438] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2026-01-13T20:36:06.882381] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:06.882446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:06.887439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:06.899028] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-13
[2026-01-13T20:36:06.926554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:06.927831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:06.929137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:06.931212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:06.931961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:07.070713] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.072698] [DEBUG] [MAG       ] LYRA: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.129639] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-13T20:36:07.129715] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=56.3261%)
[2026-01-13T20:36:07.130058] [INFO ] [main      ] Fetching symbol history for ODFL...
[2026-01-13T20:36:07.130119] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2026-01-13T20:36:07.130662] [INFO ] [main      ] Progress: 164/378 forecasts completed (43.4%). PLUG finished in 0.6s. ETA: 38.0s. Rate: 338.28 forecasts/min
[2026-01-13T20:36:07.142798] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:07.143760] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2026-01-13T20:36:07.143820] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2026-01-13T20:36:07.143853] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2026-01-13T20:36:07.144659] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:07.144721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:07.146473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:07.147048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:07.147541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:07.165337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:07.166130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:07.247624] [DEBUG] [MAG       ] CPK: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.247886] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.351466] [DEBUG] [MAG       ] NOMD: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.358501] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2026-01-13T20:36:07.358569] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=-76.03% (Conf=33.3437%)
[2026-01-13T20:36:07.358753] [INFO ] [main      ] Fetching symbol history for CTBB...
[2026-01-13T20:36:07.358798] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2026-01-13T20:36:07.360873] [INFO ] [main      ] Progress: 165/378 forecasts completed (43.7%). LYRA finished in 0.7s. ETA: 37.8s. Rate: 337.67 forecasts/min
[2026-01-13T20:36:07.371427] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:07.372387] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2026-01-13T20:36:07.372445] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2026-01-13T20:36:07.372477] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2026-01-13T20:36:07.373308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:07.373371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:07.378271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:07.379666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:07.381245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:07.383621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:07.421541] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.525483] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2026-01-13T20:36:07.525561] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=69.7337%)
[2026-01-13T20:36:07.525749] [INFO ] [main      ] Fetching symbol history for EVTC...
[2026-01-13T20:36:07.525795] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2026-01-13T20:36:07.526876] [INFO ] [main      ] Progress: 166/378 forecasts completed (43.9%). CPK finished in 0.7s. ETA: 37.7s. Rate: 337.81 forecasts/min
[2026-01-13T20:36:07.537389] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:07.538411] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2026-01-13T20:36:07.538465] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2026-01-13T20:36:07.538497] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2026-01-13T20:36:07.539313] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:07.539377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:07.543185] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.544273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:07.545142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:07.591619] [DEBUG] [MAG       ] ODFL: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.622336] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2026-01-13T20:36:07.622405] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=57.1138%)
[2026-01-13T20:36:07.622771] [INFO ] [main      ] Fetching symbol history for BDTX...
[2026-01-13T20:36:07.622829] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2026-01-13T20:36:07.623628] [INFO ] [main      ] Progress: 167/378 forecasts completed (44.2%). NOMD finished in 0.8s. ETA: 37.4s. Rate: 338.73 forecasts/min
[2026-01-13T20:36:07.634672] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:07.635783] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2026-01-13T20:36:07.635837] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2026-01-13T20:36:07.635867] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2026-01-13T20:36:07.636712] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:07.636774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:07.641626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:07.642597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:07.644302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:07.736606] [DEBUG] [MAG       ] CTBB: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.764338] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.901460] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2026-01-13T20:36:07.901526] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=61.2614%)
[2026-01-13T20:36:07.901968] [INFO ] [main      ] Fetching symbol history for BLCN...
[2026-01-13T20:36:07.902021] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2026-01-13T20:36:07.902686] [INFO ] [main      ] Progress: 168/378 forecasts completed (44.4%). ODFL finished in 0.8s. ETA: 37.3s. Rate: 337.58 forecasts/min
[2026-01-13T20:36:07.904176] [DEBUG] [MAG       ] EVTC: Last date is validated at 2026-01-13
[2026-01-13T20:36:07.913142] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:07.914590] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2026-01-13T20:36:07.914644] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2026-01-13T20:36:07.914676] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2026-01-13T20:36:07.915437] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:36:07.919743] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:07.986810] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2026-01-13T20:36:07.986904] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=65.0245%)
[2026-01-13T20:36:07.987565] [INFO ] [main      ] Fetching symbol history for MSBI...
[2026-01-13T20:36:07.987636] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2026-01-13T20:36:07.993258] [INFO ] [main      ] Progress: 169/378 forecasts completed (44.7%). CTBB finished in 0.6s. ETA: 37.0s. Rate: 338.56 forecasts/min
[2026-01-13T20:36:08.002187] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.003213] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2026-01-13T20:36:08.003265] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2026-01-13T20:36:08.003296] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2026-01-13T20:36:08.004118] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:08.004180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:08.009298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:08.011097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:08.011593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:08.012028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:08.012429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:08.015030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:08.016161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:08.017713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.062187] [DEBUG] [MAG       ] BDTX: Last date is validated at 2026-01-13
[2026-01-13T20:36:08.081792] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.162026] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2026-01-13T20:36:08.162096] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=59.9078%)
[2026-01-13T20:36:08.162282] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-13T20:36:08.162328] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-13T20:36:08.163673] [INFO ] [main      ] Progress: 170/378 forecasts completed (45.0%). EVTC finished in 0.6s. ETA: 36.9s. Rate: 338.63 forecasts/min
[2026-01-13T20:36:08.174316] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.175313] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-13T20:36:08.175366] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-13T20:36:08.175398] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-13T20:36:08.176220] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:08.176283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:08.234640] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.267901] [DEBUG] [MAG       ] BLCN: Last date is validated at 2026-01-13
[2026-01-13T20:36:08.290531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:08.292656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:08.293452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.301960] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2026-01-13T20:36:08.302028] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=48.1351%)
[2026-01-13T20:36:08.302366] [INFO ] [main      ] Fetching symbol history for RMM...
[2026-01-13T20:36:08.302415] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2026-01-13T20:36:08.302655] [INFO ] [main      ] Progress: 171/378 forecasts completed (45.2%). BDTX finished in 0.7s. ETA: 36.6s. Rate: 339.06 forecasts/min
[2026-01-13T20:36:08.313271] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.314330] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2026-01-13T20:36:08.314381] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2026-01-13T20:36:08.314411] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2026-01-13T20:36:08.315186] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:08.315247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:08.318031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:08.319677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:08.322021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:08.323120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.366610] [DEBUG] [MAG       ] MSBI: Last date is validated at 2026-01-13
[2026-01-13T20:36:08.439690] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.510931] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2026-01-13T20:36:08.510999] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=48.4718%)
[2026-01-13T20:36:08.511342] [INFO ] [main      ] Fetching symbol history for SVC...
[2026-01-13T20:36:08.511394] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2026-01-13T20:36:08.512654] [INFO ] [main      ] Progress: 172/378 forecasts completed (45.5%). BLCN finished in 0.6s. ETA: 36.5s. Rate: 338.69 forecasts/min
[2026-01-13T20:36:08.523446] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.524421] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2026-01-13T20:36:08.524478] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2026-01-13T20:36:08.524508] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2026-01-13T20:36:08.525311] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:08.525371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:08.530478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:08.536040] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.617901] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2026-01-13T20:36:08.617990] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=41.7043%)
[2026-01-13T20:36:08.618348] [INFO ] [main      ] Progress: 173/378 forecasts completed (45.8%). MSBI finished in 0.6s. ETA: 36.2s. Rate: 339.49 forecasts/min
[2026-01-13T20:36:08.618479] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-13T20:36:08.618522] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-13T20:36:08.630206] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.631647] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-13T20:36:08.631701] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-13T20:36:08.631734] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-13T20:36:08.632552] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:08.632634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:08.634435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:08.634984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:08.637996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:08.640171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:08.640838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:08.643406] [DEBUG] [MAG       ] TSL: Last date is validated at 2026-01-13
[2026-01-13T20:36:08.646868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.659816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.670925] [DEBUG] [MAG       ] RMM: Last date is validated at 2026-01-13
[2026-01-13T20:36:08.816259] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.844633] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:08.889083] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-13T20:36:08.889168] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-2.81% (Conf=61.4139%)
[2026-01-13T20:36:08.889547] [INFO ] [main      ] Fetching symbol history for AOD...
[2026-01-13T20:36:08.889616] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2026-01-13T20:36:08.890676] [INFO ] [main      ] Progress: 174/378 forecasts completed (46.0%). TSL finished in 0.7s. ETA: 36.2s. Rate: 338.43 forecasts/min
[2026-01-13T20:36:08.901006] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.901893] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2026-01-13T20:36:08.901976] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2026-01-13T20:36:08.902027] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2026-01-13T20:36:08.902881] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:08.902943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:08.905685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:08.908280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:08.908323] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2026-01-13T20:36:08.908395] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=60.7163%)
[2026-01-13T20:36:08.908813] [INFO ] [main      ] Fetching symbol history for MRK...
[2026-01-13T20:36:08.908865] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2026-01-13T20:36:08.909412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:08.909723] [INFO ] [main      ] Progress: 175/378 forecasts completed (46.3%). RMM finished in 0.6s. ETA: 35.8s. Rate: 340.17 forecasts/min
[2026-01-13T20:36:08.910900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:08.913793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.920500] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:08.921386] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2026-01-13T20:36:08.921438] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2026-01-13T20:36:08.921469] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2026-01-13T20:36:08.922326] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:08.922390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:08.924117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:08.924674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:08.925117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:08.925514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:08.926737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:08.929590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:08.991821] [DEBUG] [MAG       ] SVC: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.007416] [DEBUG] [MAG       ] BLE: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.162260] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.178601] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.218019] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2026-01-13T20:36:09.218093] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=63.3303%)
[2026-01-13T20:36:09.218259] [INFO ] [main      ] Fetching symbol history for HL...
[2026-01-13T20:36:09.218303] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2026-01-13T20:36:09.219069] [INFO ] [main      ] Progress: 176/378 forecasts completed (46.6%). SVC finished in 0.7s. ETA: 35.8s. Rate: 338.72 forecasts/min
[2026-01-13T20:36:09.230542] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.231569] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2026-01-13T20:36:09.231641] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2026-01-13T20:36:09.231674] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2026-01-13T20:36:09.232444] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:09.232505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:09.237343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:09.238084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:09.238313] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-13T20:36:09.238380] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=50.6972%)
[2026-01-13T20:36:09.238739] [INFO ] [main      ] Fetching symbol history for URBN...
[2026-01-13T20:36:09.238791] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2026-01-13T20:36:09.238784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:09.239647] [INFO ] [main      ] Progress: 177/378 forecasts completed (46.8%). BLE finished in 0.6s. ETA: 35.4s. Rate: 340.42 forecasts/min
[2026-01-13T20:36:09.243214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.250301] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.251298] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2026-01-13T20:36:09.251361] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2026-01-13T20:36:09.251393] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2026-01-13T20:36:09.252182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:09.252255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:09.253989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:09.254504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:09.254962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.258667] [DEBUG] [MAG       ] AOD: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.277763] [DEBUG] [MAG       ] MRK: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.430106] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.464683] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.545015] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2026-01-13T20:36:09.545082] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=36.281%)
[2026-01-13T20:36:09.545250] [INFO ] [main      ] Fetching symbol history for VTYX...
[2026-01-13T20:36:09.545294] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2026-01-13T20:36:09.545958] [INFO ] [main      ] Progress: 178/378 forecasts completed (47.1%). AOD finished in 0.7s. ETA: 35.4s. Rate: 339.01 forecasts/min
[2026-01-13T20:36:09.556939] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.557829] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2026-01-13T20:36:09.557885] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2026-01-13T20:36:09.557915] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2026-01-13T20:36:09.558747] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:09.558810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:09.563829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:09.564804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:09.566515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:09.567671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:09.569047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:09.570427] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2026-01-13T20:36:09.570497] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=53.4824%)
[2026-01-13T20:36:09.571214] [INFO ] [main      ] Fetching symbol history for RSI...
[2026-01-13T20:36:09.571277] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2026-01-13T20:36:09.573968] [INFO ] [main      ] Progress: 179/378 forecasts completed (47.4%). MRK finished in 0.7s. ETA: 35.1s. Rate: 340.61 forecasts/min
[2026-01-13T20:36:09.575038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.584892] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.585908] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2026-01-13T20:36:09.585971] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2026-01-13T20:36:09.586002] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2026-01-13T20:36:09.586785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:09.586848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:09.592040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:09.593958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:09.594463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:09.594938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:09.595340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:09.595992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.604332] [DEBUG] [MAG       ] URBN: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.607485] [DEBUG] [MAG       ] HL: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.783323] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.792273] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:09.861101] [INFO ] [LOCAL     ] HL: Saved forecast.
[2026-01-13T20:36:09.861169] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=51.1404%)
[2026-01-13T20:36:09.861648] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-13T20:36:09.861702] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-13T20:36:09.861665] [INFO ] [main      ] Progress: 180/378 forecasts completed (47.6%). HL finished in 0.6s. ETA: 35.0s. Rate: 339.42 forecasts/min
[2026-01-13T20:36:09.874153] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.875241] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-13T20:36:09.875298] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-13T20:36:09.875330] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-13T20:36:09.876168] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:09.876230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:09.878740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.910906] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2026-01-13T20:36:09.910974] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=50.7696%)
[2026-01-13T20:36:09.911336] [INFO ] [main      ] Fetching symbol history for CSQ...
[2026-01-13T20:36:09.911389] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2026-01-13T20:36:09.911674] [INFO ] [main      ] Progress: 181/378 forecasts completed (47.9%). URBN finished in 0.7s. ETA: 34.7s. Rate: 340.77 forecasts/min
[2026-01-13T20:36:09.923501] [DEBUG] [MAG       ] VTYX: Last date is validated at 2026-01-13
[2026-01-13T20:36:09.923914] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:09.924973] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2026-01-13T20:36:09.925034] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2026-01-13T20:36:09.925077] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2026-01-13T20:36:09.925961] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:09.926026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:09.927860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:09.928439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:09.929441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:09.930738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:09.952396] [DEBUG] [MAG       ] RSI: Last date is validated at 2026-01-13
[2026-01-13T20:36:10.107148] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.136737] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.192538] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2026-01-13T20:36:10.192623] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=9.98% (Conf=50.8446%)
[2026-01-13T20:36:10.192783] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-13T20:36:10.192825] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-13T20:36:10.193878] [INFO ] [main      ] Progress: 182/378 forecasts completed (48.1%). VTYX finished in 0.6s. ETA: 34.6s. Rate: 339.64 forecasts/min
[2026-01-13T20:36:10.204183] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:10.205053] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-13T20:36:10.205102] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-13T20:36:10.205133] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-13T20:36:10.205900] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:10.205959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:10.207703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:10.208228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:10.208688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:10.209368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:10.217239] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2026-01-13T20:36:10.217308] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=-3.18% (Conf=59.9138%)
[2026-01-13T20:36:10.217674] [INFO ] [main      ] Fetching symbol history for PEN...
[2026-01-13T20:36:10.217725] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2026-01-13T20:36:10.218594] [INFO ] [main      ] Progress: 183/378 forecasts completed (48.4%). RSI finished in 0.6s. ETA: 34.3s. Rate: 341.25 forecasts/min
[2026-01-13T20:36:10.229846] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:10.231515] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2026-01-13T20:36:10.231588] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2026-01-13T20:36:10.231645] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2026-01-13T20:36:10.232487] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:10.232550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:10.237440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:10.240453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:10.241733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:10.243006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:10.245485] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2026-01-13
[2026-01-13T20:36:10.245876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:10.284866] [DEBUG] [MAG       ] CSQ: Last date is validated at 2026-01-13
[2026-01-13T20:36:10.433859] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.465983] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.515606] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-13T20:36:10.515686] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=55.1091%)
[2026-01-13T20:36:10.515868] [INFO ] [main      ] Fetching symbol history for BFS...
[2026-01-13T20:36:10.515914] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2026-01-13T20:36:10.517373] [INFO ] [main      ] Progress: 184/378 forecasts completed (48.7%). CMCSA finished in 0.7s. ETA: 34.2s. Rate: 339.96 forecasts/min
[2026-01-13T20:36:10.528298] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:10.529281] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2026-01-13T20:36:10.529336] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2026-01-13T20:36:10.529367] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2026-01-13T20:36:10.530269] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:10.530351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:10.531942] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2026-01-13T20:36:10.532012] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=46.2726%)
[2026-01-13T20:36:10.532358] [INFO ] [main      ] Fetching symbol history for BEP...
[2026-01-13T20:36:10.532409] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2026-01-13T20:36:10.532665] [INFO ] [main      ] Progress: 185/378 forecasts completed (48.9%). CSQ finished in 0.6s. ETA: 33.9s. Rate: 341.64 forecasts/min
[2026-01-13T20:36:10.535715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:10.537151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:10.537882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:10.545250] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:10.546313] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2026-01-13T20:36:10.546368] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2026-01-13T20:36:10.546402] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2026-01-13T20:36:10.547295] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:10.547359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:10.549139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:10.549682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:10.550129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:10.551362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:10.553253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:10.560987] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-13
[2026-01-13T20:36:10.629719] [DEBUG] [MAG       ] PEN: Last date is validated at 2026-01-13
[2026-01-13T20:36:10.747407] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.862785] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-13T20:36:10.862883] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=4.88% (Conf=54.3835%)
[2026-01-13T20:36:10.863387] [INFO ] [main      ] Fetching symbol history for PTGX...
[2026-01-13T20:36:10.863452] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2026-01-13T20:36:10.865156] [INFO ] [main      ] Progress: 186/378 forecasts completed (49.2%). HYMC finished in 0.7s. ETA: 33.9s. Rate: 340.01 forecasts/min
[2026-01-13T20:36:10.880721] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:10.881282] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:10.882028] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2026-01-13T20:36:10.882108] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-13T20:36:10.882148] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2026-01-13T20:36:10.883385] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:10.883464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:10.891078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:10.894099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:10.895393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:10.895994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:10.998300] [DEBUG] [MAG       ] BFS: Last date is validated at 2026-01-13
[2026-01-13T20:36:11.015531] [DEBUG] [MAG       ] BEP: Last date is validated at 2026-01-13
[2026-01-13T20:36:11.069766] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2026-01-13T20:36:11.069861] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=60.6254%)
[2026-01-13T20:36:11.070287] [INFO ] [main      ] Progress: 187/378 forecasts completed (49.5%). PEN finished in 0.9s. ETA: 33.7s. Rate: 339.72 forecasts/min
[2026-01-13T20:36:11.070463] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-13T20:36:11.070519] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-13T20:36:11.085842] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:11.094189] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-13T20:36:11.094428] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-13T20:36:11.094495] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-13T20:36:11.096217] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:11.096315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:11.099337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:11.100207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:11.100875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:11.102142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:11.103243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:11.105830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:11.108133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:11.110187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:11.285081] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:11.305261] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:11.386535] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2026-01-13T20:36:11.386666] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=62.6656%)
[2026-01-13T20:36:11.386938] [INFO ] [main      ] Fetching symbol history for TAP...
[2026-01-13T20:36:11.387009] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2026-01-13T20:36:11.388093] [INFO ] [main      ] Progress: 188/378 forecasts completed (49.7%). BFS finished in 0.9s. ETA: 33.7s. Rate: 338.28 forecasts/min
[2026-01-13T20:36:11.407385] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2026-01-13T20:36:11.407480] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=43.1255%)
[2026-01-13T20:36:11.408093] [INFO ] [main      ] Fetching symbol history for VRTX...
[2026-01-13T20:36:11.408170] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2026-01-13T20:36:11.409508] [INFO ] [main      ] Progress: 189/378 forecasts completed (50.0%). BEP finished in 0.9s. ETA: 33.4s. Rate: 339.86 forecasts/min
[2026-01-13T20:36:11.417197] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:11.422805] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2026-01-13T20:36:11.423012] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2026-01-13T20:36:11.423539] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2026-01-13T20:36:11.424674] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:11.425302] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:11.425440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:11.426690] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2026-01-13T20:36:11.426829] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2026-01-13T20:36:11.426868] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2026-01-13T20:36:11.428313] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:11.428450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:11.430663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:11.431354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:11.431859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:11.432870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:11.433959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:11.435663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:11.435757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:11.438324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:11.439991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:11.463212] [DEBUG] [MAG       ] PTGX: Last date is validated at 2026-01-13
[2026-01-13T20:36:11.501973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:11.504876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:11.506157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:11.509066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:11.697447] [DEBUG] [MAG       ] NEM: Last date is validated at 2026-01-13
[2026-01-13T20:36:11.741768] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:11.880152] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2026-01-13T20:36:11.880226] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=5.01% (Conf=56.8534%)
[2026-01-13T20:36:11.880447] [INFO ] [main      ] Fetching symbol history for BLTE...
[2026-01-13T20:36:11.880495] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2026-01-13T20:36:11.881745] [INFO ] [main      ] Progress: 190/378 forecasts completed (50.3%). PTGX finished in 1.0s. ETA: 33.5s. Rate: 336.89 forecasts/min
[2026-01-13T20:36:11.893053] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:11.894253] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2026-01-13T20:36:11.894319] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2026-01-13T20:36:11.894362] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2026-01-13T20:36:11.895390] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:11.895459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:11.901140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:11.903220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:11.903803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:11.904209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:11.919417] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:11.925292] [DEBUG] [MAG       ] VRTX: Last date is validated at 2026-01-13
[2026-01-13T20:36:11.958878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:11.961698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:11.965751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:11.966533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:11.969442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:11.988436] [DEBUG] [MAG       ] TAP: Last date is validated at 2026-01-13
[2026-01-13T20:36:12.037177] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-13T20:36:12.037248] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=60.7726%)
[2026-01-13T20:36:12.037655] [INFO ] [main      ] Fetching symbol history for WTBA...
[2026-01-13T20:36:12.037716] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2026-01-13T20:36:12.037662] [INFO ] [main      ] Progress: 191/378 forecasts completed (50.5%). NEM finished in 1.0s. ETA: 33.3s. Rate: 337.11 forecasts/min
[2026-01-13T20:36:12.049282] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.050666] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2026-01-13T20:36:12.050725] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2026-01-13T20:36:12.050756] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2026-01-13T20:36:12.051711] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:12.051791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:12.053558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:12.054184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:12.054644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:12.055679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:12.058596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:12.059783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:12.064219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:12.065737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:12.068512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:12.167509] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:12.167830] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:12.266882] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2026-01-13T20:36:12.266953] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=63.7226%)
[2026-01-13T20:36:12.267121] [INFO ] [main      ] Fetching symbol history for ONDS...
[2026-01-13T20:36:12.267166] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2026-01-13T20:36:12.268366] [INFO ] [main      ] Progress: 192/378 forecasts completed (50.8%). TAP finished in 0.9s. ETA: 33.2s. Rate: 336.59 forecasts/min
[2026-01-13T20:36:12.281383] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.282534] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2026-01-13T20:36:12.282644] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2026-01-13T20:36:12.282690] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2026-01-13T20:36:12.283999] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:12.284089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:12.289613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:12.290681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:12.291985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:12.294164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:12.296354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:12.329888] [DEBUG] [MAG       ] BLTE: Last date is validated at 2026-01-13
[2026-01-13T20:36:12.373018] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2026-01-13T20:36:12.373088] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=51.7231%)
[2026-01-13T20:36:12.373257] [INFO ] [main      ] Fetching symbol history for COTY...
[2026-01-13T20:36:12.373302] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2026-01-13T20:36:12.373908] [INFO ] [main      ] Progress: 193/378 forecasts completed (51.1%). VRTX finished in 1.0s. ETA: 32.9s. Rate: 337.30 forecasts/min
[2026-01-13T20:36:12.386285] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.387339] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2026-01-13T20:36:12.387414] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2026-01-13T20:36:12.387463] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2026-01-13T20:36:12.389096] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:12.389297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:12.392174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:12.392925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:12.393554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:12.394134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:12.395548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:12.399317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:12.450834] [DEBUG] [MAG       ] WTBA: Last date is validated at 2026-01-13
[2026-01-13T20:36:12.520956] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:12.647168] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:12.648429] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2026-01-13T20:36:12.648497] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=54.3049%)
[2026-01-13T20:36:12.648871] [INFO ] [main      ] Fetching symbol history for CF...
[2026-01-13T20:36:12.648921] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2026-01-13T20:36:12.649662] [INFO ] [main      ] Progress: 194/378 forecasts completed (51.3%). BLTE finished in 0.8s. ETA: 32.8s. Rate: 336.35 forecasts/min
[2026-01-13T20:36:12.661015] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.662361] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2026-01-13T20:36:12.662413] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2026-01-13T20:36:12.662444] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2026-01-13T20:36:12.663242] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:12.663303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:12.663830] [DEBUG] [MAG       ] ONDS: Last date is validated at 2026-01-13
[2026-01-13T20:36:12.665051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:12.665604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:12.665991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:12.732243] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2026-01-13T20:36:12.732315] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=64.3834%)
[2026-01-13T20:36:12.732486] [INFO ] [main      ] Fetching symbol history for CNO...
[2026-01-13T20:36:12.732531] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2026-01-13T20:36:12.733709] [INFO ] [main      ] Progress: 195/378 forecasts completed (51.6%). WTBA finished in 0.7s. ETA: 32.6s. Rate: 337.26 forecasts/min
[2026-01-13T20:36:12.747343] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.751677] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2026-01-13T20:36:12.751792] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2026-01-13T20:36:12.751828] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2026-01-13T20:36:12.752924] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:12.752989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:12.758264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:12.760228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:12.760721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:12.777219] [DEBUG] [MAG       ] COTY: Last date is validated at 2026-01-13
[2026-01-13T20:36:12.781618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:12.800917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:12.802891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:12.848446] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:12.933902] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2026-01-13T20:36:12.933971] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-1.86% (Conf=54.0059%)
[2026-01-13T20:36:12.934321] [INFO ] [main      ] Fetching symbol history for NEOG...
[2026-01-13T20:36:12.934373] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2026-01-13T20:36:12.934676] [INFO ] [main      ] Progress: 196/378 forecasts completed (51.9%). ONDS finished in 0.7s. ETA: 32.4s. Rate: 337.04 forecasts/min
[2026-01-13T20:36:12.947856] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:12.948952] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2026-01-13T20:36:12.949012] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2026-01-13T20:36:12.949043] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2026-01-13T20:36:12.949923] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:12.949988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:12.972783] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:13.029752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:13.032070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:13.033543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.042067] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2026-01-13T20:36:13.042152] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=59.9368%)
[2026-01-13T20:36:13.042653] [INFO ] [main      ] Progress: 197/378 forecasts completed (52.1%). COTY finished in 0.7s. ETA: 32.2s. Rate: 337.71 forecasts/min
[2026-01-13T20:36:13.042812] [INFO ] [main      ] Fetching symbol history for FOA...
[2026-01-13T20:36:13.042872] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2026-01-13T20:36:13.055942] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:13.056990] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2026-01-13T20:36:13.057049] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2026-01-13T20:36:13.057082] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2026-01-13T20:36:13.058038] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:13.058103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:13.060319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:13.060938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:13.061342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:13.063187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:13.064261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.161915] [DEBUG] [MAG       ] CNO: Last date is validated at 2026-01-13
[2026-01-13T20:36:13.176095] [DEBUG] [MAG       ] CF: Last date is validated at 2026-01-13
[2026-01-13T20:36:13.344977] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:13.358947] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:13.388834] [DEBUG] [MAG       ] NEOG: Last date is validated at 2026-01-13
[2026-01-13T20:36:13.440377] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2026-01-13T20:36:13.440471] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=54.1952%)
[2026-01-13T20:36:13.440983] [INFO ] [main      ] Fetching symbol history for EOD...
[2026-01-13T20:36:13.441038] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2026-01-13T20:36:13.441293] [INFO ] [main      ] Progress: 198/378 forecasts completed (52.4%). CNO finished in 0.7s. ETA: 32.2s. Rate: 335.61 forecasts/min
[2026-01-13T20:36:13.441159] [DEBUG] [MAG       ] FOA: Last date is validated at 2026-01-13
[2026-01-13T20:36:13.454610] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:13.455828] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2026-01-13T20:36:13.455904] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2026-01-13T20:36:13.455937] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2026-01-13T20:36:13.456848] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-13T20:36:13.456931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:13.459252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:13.459892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:13.460296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:13.462086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:13.476932] [INFO ] [LOCAL     ] CF: Saved forecast.
[2026-01-13T20:36:13.477008] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=59.2726%)
[2026-01-13T20:36:13.477175] [INFO ] [main      ] Fetching symbol history for LSPD...
[2026-01-13T20:36:13.477219] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2026-01-13T20:36:13.478055] [INFO ] [main      ] Progress: 199/378 forecasts completed (52.6%). CF finished in 0.8s. ETA: 31.9s. Rate: 336.95 forecasts/min
[2026-01-13T20:36:13.489023] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:13.490231] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2026-01-13T20:36:13.490288] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2026-01-13T20:36:13.490320] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2026-01-13T20:36:13.491138] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:13.491201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:13.496662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:13.498884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:13.499381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:13.500782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:13.503049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.504811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:13.506025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:13.507382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:13.509914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:13.529594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:13.531253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:13.532892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.569675] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:13.632730] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:13.645859] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2026-01-13T20:36:13.645949] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=56.6818%)
[2026-01-13T20:36:13.646132] [INFO ] [main      ] Fetching symbol history for SMTC...
[2026-01-13T20:36:13.646179] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2026-01-13T20:36:13.647071] [INFO ] [main      ] Progress: 200/378 forecasts completed (52.9%). NEOG finished in 0.7s. ETA: 31.7s. Rate: 337.04 forecasts/min
[2026-01-13T20:36:13.658452] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:13.659560] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2026-01-13T20:36:13.659633] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2026-01-13T20:36:13.659665] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2026-01-13T20:36:13.660544] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:13.660634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:13.665807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:13.667777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:13.668348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:13.668765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.732703] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2026-01-13T20:36:13.732775] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=67.3245%)
[2026-01-13T20:36:13.732977] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-13T20:36:13.733025] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-13T20:36:13.734106] [INFO ] [main      ] Progress: 201/378 forecasts completed (53.2%). FOA finished in 0.7s. ETA: 31.4s. Rate: 337.90 forecasts/min
[2026-01-13T20:36:13.747707] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:13.748653] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-13T20:36:13.748729] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-13T20:36:13.748777] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-13T20:36:13.749704] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:13.749770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:13.752561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:13.754544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:13.810825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:13.815663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:13.831850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:13.833822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:13.835495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:13.895092] [DEBUG] [MAG       ] LSPD: Last date is validated at 2026-01-13
[2026-01-13T20:36:13.901413] [DEBUG] [MAG       ] EOD: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.028545] [DEBUG] [MAG       ] SMTC: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.077874] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.083017] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.160373] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2026-01-13T20:36:14.160443] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=50.6472%)
[2026-01-13T20:36:14.160648] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2026-01-13T20:36:14.160695] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2026-01-13T20:36:14.161607] [INFO ] [main      ] Progress: 202/378 forecasts completed (53.4%). LSPD finished in 0.7s. ETA: 31.5s. Rate: 335.56 forecasts/min
[2026-01-13T20:36:14.172438] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.173665] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2026-01-13T20:36:14.173721] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2026-01-13T20:36:14.173753] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2026-01-13T20:36:14.174690] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:14.174756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:14.175817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:14.202114] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.208480] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.215914] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2026-01-13T20:36:14.215982] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2026-01-13T20:36:14.216343] [INFO ] [main      ] Fetching symbol history for PKX...
[2026-01-13T20:36:14.216396] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2026-01-13T20:36:14.216676] [INFO ] [main      ] Progress: 203/378 forecasts completed (53.7%). EOD finished in 0.8s. ETA: 31.2s. Rate: 336.71 forecasts/min
[2026-01-13T20:36:14.227547] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.228614] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2026-01-13T20:36:14.228672] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2026-01-13T20:36:14.228705] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2026-01-13T20:36:14.229500] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:14.229560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:14.230755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:14.232481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:14.234661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:14.238060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:14.269010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:14.270514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:14.272131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:14.333716] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2026-01-13T20:36:14.333794] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=56.7246%)
[2026-01-13T20:36:14.334159] [INFO ] [main      ] Fetching symbol history for TWG...
[2026-01-13T20:36:14.334209] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2026-01-13T20:36:14.335652] [INFO ] [main      ] Progress: 204/378 forecasts completed (54.0%). SMTC finished in 0.7s. ETA: 31.0s. Rate: 337.26 forecasts/min
[2026-01-13T20:36:14.346565] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.347494] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2026-01-13T20:36:14.347555] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2026-01-13T20:36:14.347611] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2026-01-13T20:36:14.348498] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:14.348559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:14.349323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:14.387204] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.476168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:14.535008] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-13T20:36:14.535097] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=27.7051%)
[2026-01-13T20:36:14.535717] [INFO ] [main      ] Fetching symbol history for HALO...
[2026-01-13T20:36:14.535772] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2026-01-13T20:36:14.537702] [INFO ] [main      ] Progress: 205/378 forecasts completed (54.2%). EVSD finished in 0.8s. ETA: 30.8s. Rate: 337.03 forecasts/min
[2026-01-13T20:36:14.549987] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.551299] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2026-01-13T20:36:14.551352] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2026-01-13T20:36:14.551384] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2026-01-13T20:36:14.552236] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:14.552298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:14.603256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:14.606366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:14.641988] [DEBUG] [MAG       ] PKX: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.648023] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.836916] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.837570] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:14.843892] [DEBUG] [MAG       ] TWG: Last date is validated at 2026-01-13
[2026-01-13T20:36:14.925918] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2026-01-13T20:36:14.926000] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=64.0327%)
[2026-01-13T20:36:14.926194] [INFO ] [main      ] Fetching symbol history for VLRS...
[2026-01-13T20:36:14.926263] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2026-01-13T20:36:14.926943] [INFO ] [main      ] Progress: 206/378 forecasts completed (54.5%). PRFZ finished in 0.8s. ETA: 30.8s. Rate: 335.10 forecasts/min
[2026-01-13T20:36:14.935611] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2026-01-13T20:36:14.935680] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=10.18% (Conf=48.5815%)
[2026-01-13T20:36:14.936054] [INFO ] [main      ] Progress: 207/378 forecasts completed (54.8%). PKX finished in 0.7s. ETA: 30.5s. Rate: 336.65 forecasts/min
[2026-01-13T20:36:14.936217] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-13T20:36:14.936266] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-13T20:36:14.942698] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.944101] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2026-01-13T20:36:14.944158] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2026-01-13T20:36:14.944190] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2026-01-13T20:36:14.945303] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:14.945374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:14.948402] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:14.949496] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-13T20:36:14.949554] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-13T20:36:14.949609] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-13T20:36:14.950429] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:14.950502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:14.950804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:14.952978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:14.953508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:14.953938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:14.955106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:14.955940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:14.956156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:14.958369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:14.958891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:14.961046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:14.961998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:14.963796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:14.984445] [DEBUG] [MAG       ] HALO: Last date is validated at 2026-01-13
[2026-01-13T20:36:15.013734] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.039067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:15.041081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:15.043703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.107354] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2026-01-13T20:36:15.107422] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=30.68% (Conf=18.2589%)
[2026-01-13T20:36:15.107607] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-13T20:36:15.107885] [INFO ] [main      ] Progress: 208/378 forecasts completed (55.0%). TWG finished in 0.8s. ETA: 30.3s. Rate: 336.70 forecasts/min
[2026-01-13T20:36:15.108013] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-13T20:36:15.127871] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.130874] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-13T20:36:15.130948] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-13T20:36:15.130991] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-13T20:36:15.132177] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:15.132256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:15.134649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:15.135372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:15.136809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:15.139541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.168938] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.291449] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2026-01-13T20:36:15.291517] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=58.1687%)
[2026-01-13T20:36:15.291891] [INFO ] [main      ] Fetching symbol history for PRAA...
[2026-01-13T20:36:15.291942] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2026-01-13T20:36:15.292661] [INFO ] [main      ] Progress: 209/378 forecasts completed (55.3%). HALO finished in 0.8s. ETA: 30.1s. Rate: 336.64 forecasts/min
[2026-01-13T20:36:15.303652] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.304643] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2026-01-13T20:36:15.304704] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2026-01-13T20:36:15.304736] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2026-01-13T20:36:15.305545] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:15.305629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:15.307319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:15.307870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:15.308330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:15.312242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:15.313006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:15.314114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:15.316083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.318167] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-13
[2026-01-13T20:36:15.391168] [DEBUG] [MAG       ] VLRS: Last date is validated at 2026-01-13
[2026-01-13T20:36:15.487307] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.496697] [DEBUG] [MAG       ] TRI: Last date is validated at 2026-01-13
[2026-01-13T20:36:15.583566] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-13T20:36:15.583677] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=43.9866%)
[2026-01-13T20:36:15.583895] [INFO ] [main      ] Fetching symbol history for HBNC...
[2026-01-13T20:36:15.583963] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2026-01-13T20:36:15.584921] [INFO ] [main      ] Progress: 210/378 forecasts completed (55.6%). MAXI finished in 0.6s. ETA: 30.0s. Rate: 335.62 forecasts/min
[2026-01-13T20:36:15.592761] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.599770] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.600664] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2026-01-13T20:36:15.600721] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2026-01-13T20:36:15.600754] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2026-01-13T20:36:15.601528] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:15.601609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:15.603660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:15.604179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:15.604568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:15.605451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:15.663316] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2026-01-13T20:36:15.663384] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=55.0169%)
[2026-01-13T20:36:15.663750] [INFO ] [main      ] Fetching symbol history for LKQ...
[2026-01-13T20:36:15.663802] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2026-01-13T20:36:15.663869] [INFO ] [main      ] Progress: 211/378 forecasts completed (55.8%). VLRS finished in 0.7s. ETA: 29.8s. Rate: 336.51 forecasts/min
[2026-01-13T20:36:15.674943] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.676659] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2026-01-13T20:36:15.676713] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2026-01-13T20:36:15.676744] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2026-01-13T20:36:15.677623] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:15.677688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:15.679652] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.682870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:15.684850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:15.685360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:15.685838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:15.686246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:15.687172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:15.689742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:15.696750] [DEBUG] [MAG       ] PRAA: Last date is validated at 2026-01-13
[2026-01-13T20:36:15.721072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:15.723811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.731897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.816757] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-13T20:36:15.816837] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=57.2798%)
[2026-01-13T20:36:15.817012] [INFO ] [main      ] Fetching symbol history for GTY...
[2026-01-13T20:36:15.817058] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2026-01-13T20:36:15.818107] [INFO ] [main      ] Progress: 212/378 forecasts completed (56.1%). TRI finished in 0.7s. ETA: 29.6s. Rate: 336.73 forecasts/min
[2026-01-13T20:36:15.830755] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.832059] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2026-01-13T20:36:15.832125] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2026-01-13T20:36:15.832168] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2026-01-13T20:36:15.833316] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:15.833385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:15.839372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:15.841439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:15.841978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:15.842389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:15.881853] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:15.970542] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2026-01-13T20:36:15.970631] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=60.8799%)
[2026-01-13T20:36:15.970806] [INFO ] [main      ] Fetching symbol history for MGA...
[2026-01-13T20:36:15.970853] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2026-01-13T20:36:15.972700] [INFO ] [main      ] Progress: 213/378 forecasts completed (56.3%). PRAA finished in 0.7s. ETA: 29.4s. Rate: 336.94 forecasts/min
[2026-01-13T20:36:15.984186] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:15.985234] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2026-01-13T20:36:15.985286] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2026-01-13T20:36:15.985318] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2026-01-13T20:36:15.986142] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:15.986208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:16.035218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:16.038268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:16.039648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:16.040759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:16.084129] [DEBUG] [MAG       ] LKQ: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.093908] [DEBUG] [MAG       ] HBNC: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.218383] [DEBUG] [MAG       ] GTY: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.255998] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:16.271129] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:16.340032] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2026-01-13T20:36:16.340096] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=53.0749%)
[2026-01-13T20:36:16.340427] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-13T20:36:16.340476] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-13T20:36:16.340632] [INFO ] [main      ] Progress: 214/378 forecasts completed (56.6%). HBNC finished in 0.8s. ETA: 29.3s. Rate: 335.27 forecasts/min
[2026-01-13T20:36:16.352957] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:16.353239] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2026-01-13T20:36:16.353319] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=57.6575%)
[2026-01-13T20:36:16.353504] [INFO ] [main      ] Fetching symbol history for FNKO...
[2026-01-13T20:36:16.353550] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2026-01-13T20:36:16.353947] [INFO ] [main      ] Progress: 215/378 forecasts completed (56.9%). LKQ finished in 0.7s. ETA: 29.0s. Rate: 336.72 forecasts/min
[2026-01-13T20:36:16.354281] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-13T20:36:16.354333] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-13T20:36:16.355036] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-13T20:36:16.356359] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:16.356441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:16.364401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:16.365595] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:16.366528] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2026-01-13T20:36:16.366600] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2026-01-13T20:36:16.366636] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2026-01-13T20:36:16.366705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:16.367328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:16.367464] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:16.367528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:16.367831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:16.368873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:16.408937] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:16.424596] [DEBUG] [MAG       ] MGA: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.482360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:16.482544] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2026-01-13T20:36:16.482636] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=59.6899%)
[2026-01-13T20:36:16.483040] [INFO ] [main      ] Fetching symbol history for OMF...
[2026-01-13T20:36:16.483097] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2026-01-13T20:36:16.483344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:16.483658] [INFO ] [main      ] Progress: 216/378 forecasts completed (57.1%). GTY finished in 0.7s. ETA: 28.8s. Rate: 337.14 forecasts/min
[2026-01-13T20:36:16.484027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:16.488237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:16.495111] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:16.496045] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2026-01-13T20:36:16.496100] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2026-01-13T20:36:16.496133] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2026-01-13T20:36:16.497003] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:16.497078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:16.502486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:16.504383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:16.504913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:16.505388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:16.505820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:16.554229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:16.555349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:16.556921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:16.601122] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:16.689159] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2026-01-13T20:36:16.689228] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=64.553%)
[2026-01-13T20:36:16.689411] [INFO ] [main      ] Fetching symbol history for SEZL...
[2026-01-13T20:36:16.689455] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2026-01-13T20:36:16.690708] [INFO ] [main      ] Progress: 217/378 forecasts completed (57.4%). MGA finished in 0.7s. ETA: 28.7s. Rate: 336.89 forecasts/min
[2026-01-13T20:36:16.701489] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:16.702395] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2026-01-13T20:36:16.702446] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2026-01-13T20:36:16.702479] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2026-01-13T20:36:16.703272] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:16.703334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:16.705025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:16.705521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:16.734511] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.780899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:16.782817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:16.786964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:16.842080] [DEBUG] [MAG       ] FNKO: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.903815] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:16.929594] [DEBUG] [MAG       ] OMF: Last date is validated at 2026-01-13
[2026-01-13T20:36:16.959885] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-13T20:36:16.959951] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.9399%)
[2026-01-13T20:36:16.960279] [INFO ] [main      ] Progress: 218/378 forecasts completed (57.7%). VCSH finished in 0.6s. ETA: 28.6s. Rate: 336.09 forecasts/min
[2026-01-13T20:36:16.960398] [INFO ] [main      ] Fetching symbol history for NFBK...
[2026-01-13T20:36:16.960440] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2026-01-13T20:36:16.972217] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:16.973288] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2026-01-13T20:36:16.973339] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2026-01-13T20:36:16.973370] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2026-01-13T20:36:16.974185] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:16.974245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:16.975937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:16.976442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:16.976908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:16.977543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.013654] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.079259] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2026-01-13T20:36:17.079336] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=51.7373%)
[2026-01-13T20:36:17.079499] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-13T20:36:17.079564] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-13T20:36:17.080731] [INFO ] [main      ] Progress: 219/378 forecasts completed (57.9%). FNKO finished in 0.7s. ETA: 28.3s. Rate: 336.59 forecasts/min
[2026-01-13T20:36:17.090908] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.092003] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-13T20:36:17.092055] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-13T20:36:17.092086] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-13T20:36:17.092879] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:17.092943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:17.093674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:17.102651] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.130556] [DEBUG] [MAG       ] SEZL: Last date is validated at 2026-01-13
[2026-01-13T20:36:17.200299] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2026-01-13T20:36:17.200371] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=51.2296%)
[2026-01-13T20:36:17.200530] [INFO ] [main      ] Fetching symbol history for LCII...
[2026-01-13T20:36:17.200588] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2026-01-13T20:36:17.201540] [INFO ] [main      ] Progress: 220/378 forecasts completed (58.2%). OMF finished in 0.7s. ETA: 28.1s. Rate: 337.09 forecasts/min
[2026-01-13T20:36:17.204208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:17.206218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:17.207454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:17.208731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:17.210486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:17.210987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:17.212106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:17.212528] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.213515] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2026-01-13T20:36:17.213594] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2026-01-13T20:36:17.213630] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2026-01-13T20:36:17.214125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:17.214429] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:17.214493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:17.215844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.219283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:17.221095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:17.221607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:17.222000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:17.224311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:17.226284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:17.229115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.300425] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.325309] [DEBUG] [MAG       ] NFBK: Last date is validated at 2026-01-13
[2026-01-13T20:36:17.458326] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2026-01-13T20:36:17.458391] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=54.6681%)
[2026-01-13T20:36:17.458566] [INFO ] [main      ] Fetching symbol history for NAAS...
[2026-01-13T20:36:17.458826] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2026-01-13T20:36:17.460169] [INFO ] [main      ] Progress: 221/378 forecasts completed (58.5%). SEZL finished in 0.8s. ETA: 28.0s. Rate: 336.40 forecasts/min
[2026-01-13T20:36:17.472300] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.473343] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2026-01-13T20:36:17.473394] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2026-01-13T20:36:17.473424] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2026-01-13T20:36:17.474245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:17.474306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:17.479684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:17.481475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:17.481973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:17.482361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:17.483594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.511617] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.571465] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-13
[2026-01-13T20:36:17.576108] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2026-01-13T20:36:17.576177] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=58.2656%)
[2026-01-13T20:36:17.576513] [INFO ] [main      ] Fetching symbol history for LCNB...
[2026-01-13T20:36:17.576562] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2026-01-13T20:36:17.576675] [INFO ] [main      ] Progress: 222/378 forecasts completed (58.7%). NFBK finished in 0.6s. ETA: 27.8s. Rate: 336.93 forecasts/min
[2026-01-13T20:36:17.589047] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.590852] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2026-01-13T20:36:17.590907] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2026-01-13T20:36:17.590940] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2026-01-13T20:36:17.591761] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:17.591826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:17.596888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:17.598755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:17.599263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:17.599862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:17.600379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:17.603713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:17.618180] [DEBUG] [MAG       ] LCII: Last date is validated at 2026-01-13
[2026-01-13T20:36:17.730698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:17.731627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.749465] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.794275] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:17.837299] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-13T20:36:17.837374] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=56.0922%)
[2026-01-13T20:36:17.837995] [INFO ] [main      ] Fetching symbol history for GTX...
[2026-01-13T20:36:17.838050] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2026-01-13T20:36:17.841362] [INFO ] [main      ] Progress: 223/378 forecasts completed (59.0%). HOMB finished in 0.8s. ETA: 27.7s. Rate: 336.19 forecasts/min
[2026-01-13T20:36:17.846357] [DEBUG] [MAG       ] NAAS: Last date is validated at 2026-01-13
[2026-01-13T20:36:17.850939] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.851902] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2026-01-13T20:36:17.851956] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2026-01-13T20:36:17.851989] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2026-01-13T20:36:17.852814] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:17.852877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:17.854624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:17.855148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:17.860086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:17.917519] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2026-01-13T20:36:17.917804] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=43.6611%)
[2026-01-13T20:36:17.917984] [INFO ] [main      ] Fetching symbol history for WBX...
[2026-01-13T20:36:17.918029] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2026-01-13T20:36:17.919426] [INFO ] [main      ] Progress: 224/378 forecasts completed (59.3%). LCII finished in 0.7s. ETA: 27.4s. Rate: 337.04 forecasts/min
[2026-01-13T20:36:17.930840] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:17.931900] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2026-01-13T20:36:17.931956] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2026-01-13T20:36:17.931987] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2026-01-13T20:36:17.932797] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:17.932857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:17.940082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:17.940803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.026936] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:18.101252] [DEBUG] [MAG       ] LCNB: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.115560] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2026-01-13T20:36:18.115648] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=43.6884%)
[2026-01-13T20:36:18.116016] [INFO ] [main      ] Progress: 225/378 forecasts completed (59.5%). NAAS finished in 0.7s. ETA: 27.2s. Rate: 336.88 forecasts/min
[2026-01-13T20:36:18.116146] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-13T20:36:18.116197] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-13T20:36:18.130148] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:18.131282] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-13T20:36:18.131336] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-13T20:36:18.131366] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-13T20:36:18.132366] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:18.132429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:18.138038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:18.140046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:18.140518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:18.140928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:18.143273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:18.196115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:18.197204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:18.198454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.239542] [DEBUG] [MAG       ] GTX: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.286702] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:18.306339] [DEBUG] [MAG       ] WBX: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.360025] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2026-01-13T20:36:18.360118] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=60.5229%)
[2026-01-13T20:36:18.360625] [INFO ] [main      ] Fetching symbol history for CNSP...
[2026-01-13T20:36:18.360695] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2026-01-13T20:36:18.361654] [INFO ] [main      ] Progress: 226/378 forecasts completed (59.8%). LCNB finished in 0.8s. ETA: 27.1s. Rate: 336.32 forecasts/min
[2026-01-13T20:36:18.374903] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:18.376006] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2026-01-13T20:36:18.376079] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2026-01-13T20:36:18.376130] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2026-01-13T20:36:18.377213] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:18.377291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:18.382744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:18.383792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:18.384989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:18.386344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.410942] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:18.475511] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:18.478826] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2026-01-13T20:36:18.478893] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-1.75% (Conf=65.7706%)
[2026-01-13T20:36:18.479066] [INFO ] [main      ] Fetching symbol history for TSDD...
[2026-01-13T20:36:18.479112] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2026-01-13T20:36:18.480673] [INFO ] [main      ] Progress: 227/378 forecasts completed (60.1%). GTX finished in 0.6s. ETA: 26.9s. Rate: 336.81 forecasts/min
[2026-01-13T20:36:18.491042] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:18.493664] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2026-01-13T20:36:18.493732] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2026-01-13T20:36:18.493767] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2026-01-13T20:36:18.494638] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:18.494701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:18.499703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:18.501531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:18.502037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:18.502432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:18.504829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:18.508760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.555284] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2026-01-13T20:36:18.555356] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-3.91% (Conf=65.8947%)
[2026-01-13T20:36:18.555553] [INFO ] [main      ] Fetching symbol history for ARBB...
[2026-01-13T20:36:18.555615] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2026-01-13T20:36:18.556476] [INFO ] [main      ] Progress: 228/378 forecasts completed (60.3%). WBX finished in 0.6s. ETA: 26.7s. Rate: 337.66 forecasts/min
[2026-01-13T20:36:18.567154] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:18.568355] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2026-01-13T20:36:18.568407] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2026-01-13T20:36:18.568438] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2026-01-13T20:36:18.569250] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:18.569315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:18.574104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:18.575898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:18.576386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:18.576849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:18.577244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:18.629257] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.653645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:18.654920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:18.656978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:18.657745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:18.661762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.727692] [DEBUG] [MAG       ] CNSP: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.800543] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:18.880546] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-13T20:36:18.880645] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=51.1181%)
[2026-01-13T20:36:18.881019] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-13T20:36:18.881071] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-13T20:36:18.881112] [DEBUG] [MAG       ] TSDD: Last date is validated at 2026-01-13
[2026-01-13T20:36:18.881673] [INFO ] [main      ] Progress: 229/378 forecasts completed (60.6%). QYLG finished in 0.8s. ETA: 26.6s. Rate: 336.44 forecasts/min
[2026-01-13T20:36:18.894824] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:18.895913] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-13T20:36:18.895970] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-13T20:36:18.896002] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-13T20:36:18.896842] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:18.896907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:18.898657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:18.899170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:18.900230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:18.904487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:18.905523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:18.906230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:18.906945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:18.908370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:18.910969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:18.912069] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.021771] [DEBUG] [MAG       ] ARBB: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.038991] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2026-01-13T20:36:19.039393] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=15.96% (Conf=29.7596%)
[2026-01-13T20:36:19.039752] [INFO ] [main      ] Fetching symbol history for KMX...
[2026-01-13T20:36:19.039803] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2026-01-13T20:36:19.042418] [INFO ] [main      ] Progress: 230/378 forecasts completed (60.8%). CNSP finished in 0.7s. ETA: 26.4s. Rate: 336.59 forecasts/min
[2026-01-13T20:36:19.055542] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.056630] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2026-01-13T20:36:19.056681] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2026-01-13T20:36:19.056712] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2026-01-13T20:36:19.057480] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:19.057542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:19.060387] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.062905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:19.064687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:19.065181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:19.065594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:19.066664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:19.108519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:19.211798] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.219126] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2026-01-13T20:36:19.219194] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=16.51% (Conf=58.5843%)
[2026-01-13T20:36:19.219362] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-13T20:36:19.219407] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-13T20:36:19.220306] [INFO ] [main      ] Progress: 231/378 forecasts completed (61.1%). TSDD finished in 0.7s. ETA: 26.2s. Rate: 336.59 forecasts/min
[2026-01-13T20:36:19.230007] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.230861] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-13T20:36:19.230919] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-13T20:36:19.230953] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-13T20:36:19.231748] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:19.231812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:19.236777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:19.238655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:19.239162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:19.239562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:19.242092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:19.244870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:19.275491] [DEBUG] [MAG       ] SHY: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.314518] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2026-01-13T20:36:19.314628] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=-14.58% (Conf=40.5193%)
[2026-01-13T20:36:19.314815] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-13T20:36:19.314862] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-13T20:36:19.316076] [INFO ] [main      ] Progress: 232/378 forecasts completed (61.4%). ARBB finished in 0.8s. ETA: 26.0s. Rate: 337.26 forecasts/min
[2026-01-13T20:36:19.328644] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.329656] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-13T20:36:19.329716] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-13T20:36:19.329749] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-13T20:36:19.330569] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:19.330659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:19.335918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:19.338068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:19.338596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:19.339178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:19.455173] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.464333] [DEBUG] [MAG       ] KMX: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.467659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:19.469223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:19.472052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:19.472543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:19.474080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:19.476085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:19.519377] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-13T20:36:19.519443] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=44.8688%)
[2026-01-13T20:36:19.519805] [INFO ] [main      ] Fetching symbol history for NVS...
[2026-01-13T20:36:19.519856] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2026-01-13T20:36:19.521071] [INFO ] [main      ] Progress: 233/378 forecasts completed (61.6%). SHY finished in 0.6s. ETA: 25.8s. Rate: 337.04 forecasts/min
[2026-01-13T20:36:19.531627] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.532537] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2026-01-13T20:36:19.532608] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2026-01-13T20:36:19.532642] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2026-01-13T20:36:19.533401] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:19.533463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:19.538315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:19.539148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:19.539983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:19.541276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:19.544085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:19.545179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:19.617564] [DEBUG] [MAG       ] SIEB: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.645313] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.751154] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2026-01-13T20:36:19.751222] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=5.75% (Conf=43.5309%)
[2026-01-13T20:36:19.751689] [INFO ] [main      ] Fetching symbol history for VEEE...
[2026-01-13T20:36:19.751931] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2026-01-13T20:36:19.752819] [INFO ] [main      ] Progress: 234/378 forecasts completed (61.9%). KMX finished in 0.7s. ETA: 25.7s. Rate: 336.61 forecasts/min
[2026-01-13T20:36:19.764933] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.766054] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2026-01-13T20:36:19.766111] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2026-01-13T20:36:19.766143] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2026-01-13T20:36:19.767006] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:19.767070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:19.769612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:19.794322] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:19.846175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:19.847909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:19.848657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:19.852049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:19.857602] [DEBUG] [MAG       ] ESTC: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.857804] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-13T20:36:19.857863] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-5.40% (Conf=56.5313%)
[2026-01-13T20:36:19.858255] [INFO ] [main      ] Fetching symbol history for EYE...
[2026-01-13T20:36:19.858306] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2026-01-13T20:36:19.858628] [INFO ] [main      ] Progress: 235/378 forecasts completed (62.2%). SIEB finished in 0.6s. ETA: 25.4s. Rate: 337.19 forecasts/min
[2026-01-13T20:36:19.870028] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:19.870943] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2026-01-13T20:36:19.871001] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2026-01-13T20:36:19.871033] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2026-01-13T20:36:19.871825] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:19.871886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:19.876910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:19.903061] [DEBUG] [MAG       ] NVS: Last date is validated at 2026-01-13
[2026-01-13T20:36:19.917688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:19.998618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.031055] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.075524] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.158109] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-13T20:36:20.158176] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=4.47% (Conf=50.4264%)
[2026-01-13T20:36:20.158365] [INFO ] [main      ] Fetching symbol history for JVA...
[2026-01-13T20:36:20.158418] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2026-01-13T20:36:20.158851] [INFO ] [main      ] Progress: 236/378 forecasts completed (62.4%). ESTC finished in 0.8s. ETA: 25.3s. Rate: 336.21 forecasts/min
[2026-01-13T20:36:20.170194] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.171355] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2026-01-13T20:36:20.171408] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2026-01-13T20:36:20.171438] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2026-01-13T20:36:20.172226] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:20.172287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:20.173141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:20.175820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:20.177007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:20.178038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.179528] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2026-01-13T20:36:20.179610] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=47.2228%)
[2026-01-13T20:36:20.180138] [INFO ] [main      ] Fetching symbol history for LCFY...
[2026-01-13T20:36:20.180189] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2026-01-13T20:36:20.180648] [INFO ] [main      ] Progress: 237/378 forecasts completed (62.7%). NVS finished in 0.7s. ETA: 25.1s. Rate: 337.46 forecasts/min
[2026-01-13T20:36:20.191963] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.192931] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2026-01-13T20:36:20.192985] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2026-01-13T20:36:20.193015] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2026-01-13T20:36:20.193827] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:20.193887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:20.195524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:20.198364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:20.204436] [DEBUG] [MAG       ] VEEE: Last date is validated at 2026-01-13
[2026-01-13T20:36:20.213227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.355920] [DEBUG] [MAG       ] EYE: Last date is validated at 2026-01-13
[2026-01-13T20:36:20.381601] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.455776] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2026-01-13T20:36:20.455848] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=34.41% (Conf=59.5977%)
[2026-01-13T20:36:20.456009] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-13T20:36:20.456053] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-13T20:36:20.457659] [INFO ] [main      ] Progress: 238/378 forecasts completed (63.0%). VEEE finished in 0.7s. ETA: 24.9s. Rate: 336.67 forecasts/min
[2026-01-13T20:36:20.467452] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.468430] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-13T20:36:20.468483] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-13T20:36:20.468514] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-13T20:36:20.469305] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:20.469366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:20.470290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:20.471113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:20.471837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:20.473499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.533240] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.533787] [DEBUG] [MAG       ] JVA: Last date is validated at 2026-01-13
[2026-01-13T20:36:20.582017] [DEBUG] [MAG       ] LCFY: Last date is validated at 2026-01-13
[2026-01-13T20:36:20.614973] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2026-01-13T20:36:20.615037] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=46.6457%)
[2026-01-13T20:36:20.615371] [INFO ] [main      ] Fetching symbol history for NVTS...
[2026-01-13T20:36:20.615420] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2026-01-13T20:36:20.615623] [INFO ] [main      ] Progress: 239/378 forecasts completed (63.2%). EYE finished in 0.8s. ETA: 24.8s. Rate: 336.83 forecasts/min
[2026-01-13T20:36:20.627012] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.627975] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2026-01-13T20:36:20.628043] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2026-01-13T20:36:20.628082] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2026-01-13T20:36:20.628907] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:20.628969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:20.634245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:20.636859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:20.678901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:20.683882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.718367] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.758135] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:20.798636] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2026-01-13T20:36:20.798724] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=58.8929%)
[2026-01-13T20:36:20.799164] [INFO ] [main      ] Progress: 240/378 forecasts completed (63.5%). JVA finished in 0.6s. ETA: 24.6s. Rate: 336.79 forecasts/min
[2026-01-13T20:36:20.799299] [INFO ] [main      ] Fetching symbol history for PFGC...
[2026-01-13T20:36:20.799343] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2026-01-13T20:36:20.812723] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.813747] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2026-01-13T20:36:20.813809] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2026-01-13T20:36:20.813842] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2026-01-13T20:36:20.814704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:20.814963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:20.816155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:20.816860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:20.838753] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-13
[2026-01-13T20:36:20.855780] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2026-01-13T20:36:20.855846] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=12.18% (Conf=56.5187%)
[2026-01-13T20:36:20.856012] [INFO ] [main      ] Fetching symbol history for LNZA...
[2026-01-13T20:36:20.856056] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2026-01-13T20:36:20.857260] [INFO ] [main      ] Progress: 241/378 forecasts completed (63.8%). LCFY finished in 0.7s. ETA: 24.3s. Rate: 337.74 forecasts/min
[2026-01-13T20:36:20.867253] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:20.868557] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2026-01-13T20:36:20.868656] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2026-01-13T20:36:20.868698] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2026-01-13T20:36:20.869708] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:20.869788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:20.875448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:20.876856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:20.879033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:20.880190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:20.881612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.018381] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.053985] [DEBUG] [MAG       ] NVTS: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.140486] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-13T20:36:21.140559] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=49.6509%)
[2026-01-13T20:36:21.140941] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-13T20:36:21.140995] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-13T20:36:21.141667] [INFO ] [main      ] Progress: 242/378 forecasts completed (64.0%). VAC finished in 0.7s. ETA: 24.2s. Rate: 336.90 forecasts/min
[2026-01-13T20:36:21.152148] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.153111] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-13T20:36:21.153164] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-13T20:36:21.153195] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-13T20:36:21.154221] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:21.154283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:21.159492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:21.161344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:21.161878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:21.162294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:21.163186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:21.182378] [DEBUG] [MAG       ] PFGC: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.230058] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.249418] [DEBUG] [MAG       ] LNZA: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.279096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.317920] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2026-01-13T20:36:21.318020] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=-19.55% (Conf=53.5025%)
[2026-01-13T20:36:21.318183] [INFO ] [main      ] Fetching symbol history for VCRB...
[2026-01-13T20:36:21.318227] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2026-01-13T20:36:21.319300] [INFO ] [main      ] Progress: 243/378 forecasts completed (64.3%). NVTS finished in 0.7s. ETA: 24.0s. Rate: 336.90 forecasts/min
[2026-01-13T20:36:21.329873] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.331032] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2026-01-13T20:36:21.331086] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2026-01-13T20:36:21.331117] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2026-01-13T20:36:21.331953] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:21.332015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:21.336820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:21.337685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:21.338323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:21.340087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.377412] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.425760] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.480291] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2026-01-13T20:36:21.480381] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=55.1071%)
[2026-01-13T20:36:21.480605] [INFO ] [main      ] Fetching symbol history for WOOD...
[2026-01-13T20:36:21.480664] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2026-01-13T20:36:21.482674] [INFO ] [main      ] Progress: 244/378 forecasts completed (64.6%). PFGC finished in 0.7s. ETA: 23.9s. Rate: 337.02 forecasts/min
[2026-01-13T20:36:21.492605] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.493828] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2026-01-13T20:36:21.493896] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2026-01-13T20:36:21.493936] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2026-01-13T20:36:21.495022] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:21.495100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:21.496950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:21.499357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:21.517200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:21.519278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:21.519813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:21.520898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:21.522653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:21.524009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:21.525002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:21.527037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.638146] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.704703] [DEBUG] [MAG       ] VCRB: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.744305] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2026-01-13T20:36:21.744373] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=12.00% (Conf=47.7651%)
[2026-01-13T20:36:21.744537] [INFO ] [main      ] Fetching symbol history for GFI...
[2026-01-13T20:36:21.744603] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2026-01-13T20:36:21.745653] [INFO ] [main      ] Progress: 245/378 forecasts completed (64.8%). LNZA finished in 0.9s. ETA: 23.7s. Rate: 336.36 forecasts/min
[2026-01-13T20:36:21.758287] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.759382] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2026-01-13T20:36:21.759436] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2026-01-13T20:36:21.759469] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2026-01-13T20:36:21.760283] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:21.760343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:21.761312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.816683] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.878267] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:21.890468] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-13T20:36:21.890539] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=57.4301%)
[2026-01-13T20:36:21.890726] [INFO ] [main      ] Fetching symbol history for DVN...
[2026-01-13T20:36:21.890774] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2026-01-13T20:36:21.891840] [INFO ] [main      ] Progress: 246/378 forecasts completed (65.1%). BXSL finished in 0.7s. ETA: 23.5s. Rate: 336.61 forecasts/min
[2026-01-13T20:36:21.902017] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.903046] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2026-01-13T20:36:21.903099] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2026-01-13T20:36:21.903133] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2026-01-13T20:36:21.903928] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:21.904316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:21.906061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:21.906673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:21.908539] [DEBUG] [MAG       ] WOOD: Last date is validated at 2026-01-13
[2026-01-13T20:36:21.942970] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2026-01-13T20:36:21.943040] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=61.5047%)
[2026-01-13T20:36:21.943388] [INFO ] [main      ] Fetching symbol history for XENE...
[2026-01-13T20:36:21.943438] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2026-01-13T20:36:21.943662] [INFO ] [main      ] Progress: 247/378 forecasts completed (65.3%). VCRB finished in 0.6s. ETA: 23.3s. Rate: 337.58 forecasts/min
[2026-01-13T20:36:21.956220] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:21.957128] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2026-01-13T20:36:21.957187] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2026-01-13T20:36:21.957220] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2026-01-13T20:36:21.958132] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:21.958196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:21.959985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:21.960518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:21.960972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:21.963497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:22.093227] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.114381] [DEBUG] [MAG       ] GFI: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.261269] [DEBUG] [MAG       ] DVN: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.290251] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.299232] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2026-01-13T20:36:22.299302] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=54.9979%)
[2026-01-13T20:36:22.299762] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-13T20:36:22.299816] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-13T20:36:22.300650] [INFO ] [main      ] Progress: 248/378 forecasts completed (65.6%). WOOD finished in 0.8s. ETA: 23.2s. Rate: 336.21 forecasts/min
[2026-01-13T20:36:22.312056] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:22.313072] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-13T20:36:22.313125] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-13T20:36:22.313156] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-13T20:36:22.313956] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:22.314018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:22.315766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:22.316281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:22.316699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:22.318050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:22.318725] [DEBUG] [MAG       ] XENE: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.320054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:22.322248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:22.374629] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2026-01-13T20:36:22.374695] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=44.6077%)
[2026-01-13T20:36:22.375109] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-13T20:36:22.375160] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-13T20:36:22.375620] [INFO ] [main      ] Progress: 249/378 forecasts completed (65.9%). GFI finished in 0.6s. ETA: 23.0s. Rate: 337.00 forecasts/min
[2026-01-13T20:36:22.389367] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:22.390380] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-13T20:36:22.390433] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-13T20:36:22.390466] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-13T20:36:22.391287] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:36:22.436009] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.500780] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.523665] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2026-01-13T20:36:22.523740] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=51.8864%)
[2026-01-13T20:36:22.523912] [INFO ] [main      ] Fetching symbol history for OLPX...
[2026-01-13T20:36:22.523971] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2026-01-13T20:36:22.524901] [INFO ] [main      ] Progress: 250/378 forecasts completed (66.1%). DVN finished in 0.6s. ETA: 22.8s. Rate: 337.21 forecasts/min
[2026-01-13T20:36:22.536041] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:22.537019] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2026-01-13T20:36:22.537075] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2026-01-13T20:36:22.537107] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2026-01-13T20:36:22.537924] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-13T20:36:22.538034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:22.542991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:22.544885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:22.545386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:22.546322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:22.548847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:22.551507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:22.552224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:22.554269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:22.556900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:22.558483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:22.559736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:22.561879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:22.563410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:22.569440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:22.595444] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2026-01-13T20:36:22.595514] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=60.9251%)
[2026-01-13T20:36:22.595911] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2026-01-13T20:36:22.595979] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2026-01-13T20:36:22.596668] [INFO ] [main      ] Progress: 251/378 forecasts completed (66.4%). XENE finished in 0.7s. ETA: 22.5s. Rate: 338.02 forecasts/min
[2026-01-13T20:36:22.612290] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:22.613479] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2026-01-13T20:36:22.613553] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2026-01-13T20:36:22.613616] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2026-01-13T20:36:22.614644] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:22.614864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:22.620095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:22.621956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:22.622447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:22.622922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:22.623322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:22.624380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:22.625115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:22.668958] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.747849] [DEBUG] [MAG       ] GIS: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.837705] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.899619] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-13T20:36:22.899685] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=64.7029%)
[2026-01-13T20:36:22.900129] [INFO ] [main      ] Fetching symbol history for PSTL...
[2026-01-13T20:36:22.900182] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2026-01-13T20:36:22.900671] [INFO ] [main      ] Progress: 252/378 forecasts completed (66.7%). UNMA finished in 0.6s. ETA: 22.4s. Rate: 337.06 forecasts/min
[2026-01-13T20:36:22.911922] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:22.912745] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2026-01-13T20:36:22.912801] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2026-01-13T20:36:22.912833] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2026-01-13T20:36:22.913619] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:22.913677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:22.918497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:22.918685] [DEBUG] [MAG       ] OLPX: Last date is validated at 2026-01-13
[2026-01-13T20:36:22.928931] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:22.987073] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2026-01-13
[2026-01-13T20:36:23.015693] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-13T20:36:23.015762] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=54.4664%)
[2026-01-13T20:36:23.015946] [INFO ] [main      ] Fetching symbol history for S...
[2026-01-13T20:36:23.015995] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2026-01-13T20:36:23.017083] [INFO ] [main      ] Progress: 253/378 forecasts completed (66.9%). GIS finished in 0.6s. ETA: 22.2s. Rate: 337.53 forecasts/min
[2026-01-13T20:36:23.028754] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.029653] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2026-01-13T20:36:23.029718] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-13T20:36:23.029752] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2026-01-13T20:36:23.030605] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:23.030669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:23.035633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:23.037458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:23.037986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:23.038446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:23.038866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:23.039880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.087652] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.165025] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.229804] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2026-01-13T20:36:23.229875] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=47.4906%)
[2026-01-13T20:36:23.230224] [INFO ] [main      ] Fetching symbol history for ARM...
[2026-01-13T20:36:23.230276] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2026-01-13T20:36:23.230668] [INFO ] [main      ] Progress: 254/378 forecasts completed (67.2%). BMEZ finished in 0.6s. ETA: 22.1s. Rate: 337.26 forecasts/min
[2026-01-13T20:36:23.231816] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2026-01-13T20:36:23.231882] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=36.6112%)
[2026-01-13T20:36:23.232330] [INFO ] [main      ] Fetching symbol history for IBB...
[2026-01-13T20:36:23.232381] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2026-01-13T20:36:23.233405] [INFO ] [main      ] Progress: 255/378 forecasts completed (67.5%). OLPX finished in 0.7s. ETA: 21.8s. Rate: 338.56 forecasts/min
[2026-01-13T20:36:23.242858] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.243807] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2026-01-13T20:36:23.243877] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2026-01-13T20:36:23.243911] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2026-01-13T20:36:23.244140] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.244725] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:23.244793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:23.244817] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2026-01-13T20:36:23.244869] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2026-01-13T20:36:23.244901] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2026-01-13T20:36:23.245672] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:23.245731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:23.247398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:23.247915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:23.248341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:23.249286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.250080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:23.251890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:23.252375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:23.252871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:23.253276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:23.254187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:23.256799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:23.257909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.272656] [DEBUG] [MAG       ] PSTL: Last date is validated at 2026-01-13
[2026-01-13T20:36:23.404885] [DEBUG] [MAG       ] S: Last date is validated at 2026-01-13
[2026-01-13T20:36:23.450693] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.510142] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2026-01-13T20:36:23.510234] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=54.7863%)
[2026-01-13T20:36:23.510397] [INFO ] [main      ] Fetching symbol history for DEI...
[2026-01-13T20:36:23.510442] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2026-01-13T20:36:23.511876] [INFO ] [main      ] Progress: 256/378 forecasts completed (67.7%). PSTL finished in 0.6s. ETA: 21.7s. Rate: 337.81 forecasts/min
[2026-01-13T20:36:23.522924] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.524113] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2026-01-13T20:36:23.524165] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2026-01-13T20:36:23.524196] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2026-01-13T20:36:23.525015] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:23.525083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:23.525971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:23.591515] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.595988] [DEBUG] [MAG       ] IBB: Last date is validated at 2026-01-13
[2026-01-13T20:36:23.629872] [DEBUG] [MAG       ] ARM: Last date is validated at 2026-01-13
[2026-01-13T20:36:23.644262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:23.645307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:23.646489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.674953] [INFO ] [LOCAL     ] S: Saved forecast.
[2026-01-13T20:36:23.675044] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=63.3835%)
[2026-01-13T20:36:23.675274] [INFO ] [main      ] Fetching symbol history for ZBH...
[2026-01-13T20:36:23.675330] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2026-01-13T20:36:23.676113] [INFO ] [main      ] Progress: 257/378 forecasts completed (68.0%). S finished in 0.7s. ETA: 21.5s. Rate: 337.91 forecasts/min
[2026-01-13T20:36:23.688396] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.689609] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2026-01-13T20:36:23.689665] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2026-01-13T20:36:23.689698] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2026-01-13T20:36:23.690605] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:23.690671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:23.692631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:23.693180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:23.693664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:23.694136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:23.768752] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.809429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:23.810723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:23.812339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.815352] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:23.870608] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2026-01-13T20:36:23.870676] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=57.5771%)
[2026-01-13T20:36:23.871032] [INFO ] [main      ] Fetching symbol history for MOD...
[2026-01-13T20:36:23.871083] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2026-01-13T20:36:23.871277] [INFO ] [main      ] Progress: 258/378 forecasts completed (68.3%). IBB finished in 0.6s. ETA: 21.3s. Rate: 337.78 forecasts/min
[2026-01-13T20:36:23.882632] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.883503] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2026-01-13T20:36:23.883557] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2026-01-13T20:36:23.883614] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2026-01-13T20:36:23.884397] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:23.884455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:23.889270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:23.890121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.952717] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2026-01-13T20:36:23.952789] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=45.9161%)
[2026-01-13T20:36:23.953171] [INFO ] [main      ] Fetching symbol history for NAMS...
[2026-01-13T20:36:23.953237] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2026-01-13T20:36:23.953673] [INFO ] [main      ] Progress: 259/378 forecasts completed (68.5%). ARM finished in 0.7s. ETA: 21.1s. Rate: 338.48 forecasts/min
[2026-01-13T20:36:23.964782] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:23.969682] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2026-01-13T20:36:23.969740] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2026-01-13T20:36:23.969774] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2026-01-13T20:36:23.970709] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:23.970775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:23.976053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:23.978102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:23.978671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:23.979174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:23.979625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:23.982096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:23.993853] [DEBUG] [MAG       ] DEI: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.168139] [DEBUG] [MAG       ] ZBH: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.174319] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:24.245968] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2026-01-13T20:36:24.246037] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=59.2048%)
[2026-01-13T20:36:24.246206] [INFO ] [main      ] Fetching symbol history for TSLS...
[2026-01-13T20:36:24.246251] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2026-01-13T20:36:24.246426] [DEBUG] [MAG       ] MOD: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.247042] [INFO ] [main      ] Progress: 260/378 forecasts completed (68.8%). DEI finished in 0.7s. ETA: 21.0s. Rate: 337.63 forecasts/min
[2026-01-13T20:36:24.258860] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:24.260066] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2026-01-13T20:36:24.260120] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-13T20:36:24.260152] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2026-01-13T20:36:24.261293] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:24.261357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:24.266587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:24.268682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:24.269380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:24.269806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:24.272392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:24.313860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:24.346970] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:24.370056] [DEBUG] [MAG       ] NAMS: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.419202] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:24.453931] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2026-01-13T20:36:24.454002] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-4.41% (Conf=50.2566%)
[2026-01-13T20:36:24.454387] [INFO ] [main      ] Fetching symbol history for MSTX...
[2026-01-13T20:36:24.454444] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2026-01-13T20:36:24.455228] [INFO ] [main      ] Progress: 261/378 forecasts completed (69.0%). ZBH finished in 0.8s. ETA: 20.8s. Rate: 337.41 forecasts/min
[2026-01-13T20:36:24.467281] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:24.468263] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2026-01-13T20:36:24.468330] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2026-01-13T20:36:24.468363] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2026-01-13T20:36:24.469183] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:24.469246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:24.474333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:24.540833] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2026-01-13T20:36:24.540900] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-3.75% (Conf=41.4009%)
[2026-01-13T20:36:24.541313] [INFO ] [main      ] Fetching symbol history for HYI...
[2026-01-13T20:36:24.541365] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2026-01-13T20:36:24.541660] [INFO ] [main      ] Progress: 262/378 forecasts completed (69.3%). MOD finished in 0.7s. ETA: 20.6s. Rate: 338.07 forecasts/min
[2026-01-13T20:36:24.552771] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:24.553553] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:24.553654] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2026-01-13T20:36:24.553710] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2026-01-13T20:36:24.553743] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2026-01-13T20:36:24.554497] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:24.554557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:24.559352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:24.561125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:24.561623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:24.562012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:24.591615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:24.592820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:24.601159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:24.602530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:24.651678] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2026-01-13T20:36:24.651747] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=51.7627%)
[2026-01-13T20:36:24.652129] [INFO ] [main      ] Fetching symbol history for SHIP...
[2026-01-13T20:36:24.652180] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2026-01-13T20:36:24.652658] [INFO ] [main      ] Progress: 263/378 forecasts completed (69.6%). NAMS finished in 0.7s. ETA: 20.4s. Rate: 338.55 forecasts/min
[2026-01-13T20:36:24.665257] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:24.666414] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2026-01-13T20:36:24.666469] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2026-01-13T20:36:24.666501] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2026-01-13T20:36:24.667342] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:24.667406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:24.672811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:24.696319] [DEBUG] [MAG       ] TSLS: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.713757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:24.714816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:24.715534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:24.716225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:24.717436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:24.888638] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:24.951925] [DEBUG] [MAG       ] MSTX: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.967314] [DEBUG] [MAG       ] HYI: Last date is validated at 2026-01-13
[2026-01-13T20:36:24.968714] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2026-01-13T20:36:24.968783] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=53.5905%)
[2026-01-13T20:36:24.968946] [INFO ] [main      ] Fetching symbol history for PSN...
[2026-01-13T20:36:24.968990] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2026-01-13T20:36:24.972656] [INFO ] [main      ] Progress: 264/378 forecasts completed (69.8%). TSLS finished in 0.7s. ETA: 20.3s. Rate: 337.52 forecasts/min
[2026-01-13T20:36:24.981206] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:24.982158] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2026-01-13T20:36:24.982212] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2026-01-13T20:36:24.982243] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2026-01-13T20:36:24.983124] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:24.983186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:24.984135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:24.984991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:24.986011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:24.988276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.095558] [DEBUG] [MAG       ] SHIP: Last date is validated at 2026-01-13
[2026-01-13T20:36:25.124598] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.150484] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.214249] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2026-01-13T20:36:25.214319] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=44.1829%)
[2026-01-13T20:36:25.214704] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-13T20:36:25.214756] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-13T20:36:25.214754] [INFO ] [main      ] Progress: 265/378 forecasts completed (70.1%). HYI finished in 0.7s. ETA: 20.1s. Rate: 337.06 forecasts/min
[2026-01-13T20:36:25.226640] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:25.227660] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-13T20:36:25.227712] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-13T20:36:25.227910] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-13T20:36:25.228747] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:25.228809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:25.233720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:25.235471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:25.235971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:25.236358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:25.237210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:25.273515] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2026-01-13T20:36:25.273598] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=13.67% (Conf=51.6204%)
[2026-01-13T20:36:25.273961] [INFO ] [main      ] Progress: 266/378 forecasts completed (70.4%). MSTX finished in 0.8s. ETA: 19.9s. Rate: 337.91 forecasts/min
[2026-01-13T20:36:25.274096] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-13T20:36:25.274139] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-13T20:36:25.281887] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.285665] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:25.286780] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-13T20:36:25.286835] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-13T20:36:25.286868] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-13T20:36:25.287686] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:25.287751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:25.289714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:25.290239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:25.293241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:25.296102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:25.314498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:25.317445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.349166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:25.350772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:25.353719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.360056] [DEBUG] [MAG       ] PSN: Last date is validated at 2026-01-13
[2026-01-13T20:36:25.412854] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2026-01-13T20:36:25.412922] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=40.8216%)
[2026-01-13T20:36:25.413298] [INFO ] [main      ] Fetching symbol history for GAB...
[2026-01-13T20:36:25.413349] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2026-01-13T20:36:25.413662] [INFO ] [main      ] Progress: 267/378 forecasts completed (70.6%). SHIP finished in 0.8s. ETA: 19.7s. Rate: 338.18 forecasts/min
[2026-01-13T20:36:25.424932] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:25.426141] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2026-01-13T20:36:25.426197] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2026-01-13T20:36:25.426229] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2026-01-13T20:36:25.427110] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:25.427175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:25.428127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:25.543675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:25.546008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:25.547330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.567885] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.681551] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-13
[2026-01-13T20:36:25.696996] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2026-01-13T20:36:25.697061] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=61.672%)
[2026-01-13T20:36:25.697411] [INFO ] [main      ] Fetching symbol history for AMPX...
[2026-01-13T20:36:25.697468] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2026-01-13T20:36:25.697639] [INFO ] [main      ] Progress: 268/378 forecasts completed (70.9%). PSN finished in 0.7s. ETA: 19.6s. Rate: 337.43 forecasts/min
[2026-01-13T20:36:25.709388] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:25.710594] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2026-01-13T20:36:25.710648] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2026-01-13T20:36:25.710679] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2026-01-13T20:36:25.711451] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:25.711514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:25.713233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:25.713791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:25.714230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:25.714646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:25.716297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:25.718378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:25.718488] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-13
[2026-01-13T20:36:25.719804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.853797] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.896386] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:25.902502] [DEBUG] [MAG       ] GAB: Last date is validated at 2026-01-13
[2026-01-13T20:36:25.918949] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-13T20:36:25.919013] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=44.3582%)
[2026-01-13T20:36:25.919373] [INFO ] [main      ] Fetching symbol history for NNI...
[2026-01-13T20:36:25.919423] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2026-01-13T20:36:25.920243] [INFO ] [main      ] Progress: 269/378 forecasts completed (71.2%). DHX finished in 0.6s. ETA: 19.4s. Rate: 337.11 forecasts/min
[2026-01-13T20:36:25.931210] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:25.932012] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2026-01-13T20:36:25.932063] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2026-01-13T20:36:25.932093] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2026-01-13T20:36:25.932877] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:25.932938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:25.937727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:25.939520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:25.940018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:25.940471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:25.940888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:25.942101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:25.942745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:25.989367] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-13T20:36:25.989434] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=2.81% (Conf=57.4262%)
[2026-01-13T20:36:25.989900] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-13T20:36:25.989953] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-13T20:36:25.990661] [INFO ] [main      ] Progress: 270/378 forecasts completed (71.4%). FTI finished in 0.8s. ETA: 19.2s. Rate: 337.87 forecasts/min
[2026-01-13T20:36:26.001082] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.002811] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-13T20:36:26.002864] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-13T20:36:26.002896] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-13T20:36:26.003714] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:26.003776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:26.005722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:26.007535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:26.008069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:26.009152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:26.011160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:26.064859] [DEBUG] [MAG       ] AMPX: Last date is validated at 2026-01-13
[2026-01-13T20:36:26.076002] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.197991] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2026-01-13T20:36:26.198062] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=35.7574%)
[2026-01-13T20:36:26.198444] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-13T20:36:26.198497] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-13T20:36:26.198657] [INFO ] [main      ] Progress: 271/378 forecasts completed (71.7%). GAB finished in 0.8s. ETA: 19.0s. Rate: 337.65 forecasts/min
[2026-01-13T20:36:26.210046] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.211665] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-13T20:36:26.211724] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-13T20:36:26.211757] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-13T20:36:26.212602] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-13T20:36:26.212687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:26.218286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:26.220546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:26.221144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:26.221661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:26.245165] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.295181] [DEBUG] [MAG       ] NNI: Last date is validated at 2026-01-13
[2026-01-13T20:36:26.326789] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2026-01-13T20:36:26.326864] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=55.49%)
[2026-01-13T20:36:26.327028] [INFO ] [main      ] Fetching symbol history for WY...
[2026-01-13T20:36:26.327071] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2026-01-13T20:36:26.328666] [INFO ] [main      ] Progress: 272/378 forecasts completed (72.0%). AMPX finished in 0.6s. ETA: 18.8s. Rate: 337.99 forecasts/min
[2026-01-13T20:36:26.340243] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.341155] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2026-01-13T20:36:26.341215] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-13T20:36:26.341247] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2026-01-13T20:36:26.342105] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:26.342168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:26.345247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:26.347093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:26.347344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:26.348213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:26.350039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:26.350829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:26.351520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:26.368718] [DEBUG] [MAG       ] MEI: Last date is validated at 2026-01-13
[2026-01-13T20:36:26.372504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:26.374546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:26.477542] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.541484] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.585053] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2026-01-13T20:36:26.585123] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=2.74% (Conf=59.3173%)
[2026-01-13T20:36:26.585475] [INFO ] [main      ] Progress: 273/378 forecasts completed (72.2%). NNI finished in 0.7s. ETA: 18.7s. Rate: 337.43 forecasts/min
[2026-01-13T20:36:26.585618] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-13T20:36:26.585664] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-13T20:36:26.597147] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.598147] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-13T20:36:26.598206] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-13T20:36:26.598236] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-13T20:36:26.599035] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:26.599095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:26.603867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:26.605638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:26.606114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:26.608533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:26.616514] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-13T20:36:26.616594] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=4.90% (Conf=64.7936%)
[2026-01-13T20:36:26.616964] [INFO ] [main      ] Fetching symbol history for APLE...
[2026-01-13T20:36:26.617015] [DEBUG] [REMOTE    ] APLE: Fetching historical data.
[2026-01-13T20:36:26.617646] [INFO ] [main      ] Progress: 274/378 forecasts completed (72.5%). MEI finished in 0.6s. ETA: 18.4s. Rate: 338.45 forecasts/min
[2026-01-13T20:36:26.627917] [DEBUG] [REMOTE    ] APLE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.628731] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 6 features, N/A% accuracy
[2026-01-13T20:36:26.628783] [INFO ] [LOCAL     ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config
[2026-01-13T20:36:26.628816] [DEBUG] [MAG       ] Building data for symbol: APLE with lookback: 0
[2026-01-13T20:36:26.629661] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:26.629726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:26.631444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:26.631991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:26.632446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:26.632890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:26.633693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:26.637981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:26.648078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:26.649720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:26.705813] [DEBUG] [MAG       ] WY: Last date is validated at 2026-01-13
[2026-01-13T20:36:26.730734] [DEBUG] [MAG       ] NVDL: Last date is validated at 2026-01-13
[2026-01-13T20:36:26.884033] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.910238] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:26.952869] [INFO ] [LOCAL     ] WY: Saved forecast.
[2026-01-13T20:36:26.952936] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=59.7288%)
[2026-01-13T20:36:26.953293] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-13T20:36:26.953344] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-13T20:36:26.953676] [INFO ] [main      ] Progress: 275/378 forecasts completed (72.8%). WY finished in 0.6s. ETA: 18.3s. Rate: 337.35 forecasts/min
[2026-01-13T20:36:26.965168] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:26.966897] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-13T20:36:26.966948] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-13T20:36:26.966979] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-13T20:36:26.967761] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:26.967823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:26.972654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:26.974453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:26.974954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:26.975347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:26.977743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:27.000454] [DEBUG] [MAG       ] APLE: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.003994] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.054735] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-13T20:36:27.054805] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-4.14% (Conf=55.6602%)
[2026-01-13T20:36:27.055172] [INFO ] [main      ] Fetching symbol history for PRME...
[2026-01-13T20:36:27.055225] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2026-01-13T20:36:27.056034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:27.056680] [INFO ] [main      ] Progress: 276/378 forecasts completed (73.0%). NVDL finished in 0.9s. ETA: 18.1s. Rate: 337.86 forecasts/min
[2026-01-13T20:36:27.057843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.067245] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.068505] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2026-01-13T20:36:27.068563] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2026-01-13T20:36:27.068621] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2026-01-13T20:36:27.069476] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:27.069538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:27.077057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:27.077936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.179696] [DEBUG] [MAG       ] APLE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:27.186424] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:27.243778] [INFO ] [LOCAL     ] APLE: Saved forecast.
[2026-01-13T20:36:27.243851] [INFO ] [main      ] APLE: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=45.0714%)
[2026-01-13T20:36:27.244009] [INFO ] [main      ] Fetching symbol history for UNP...
[2026-01-13T20:36:27.244051] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2026-01-13T20:36:27.245665] [INFO ] [main      ] Progress: 277/378 forecasts completed (73.3%). APLE finished in 0.6s. ETA: 17.9s. Rate: 337.78 forecasts/min
[2026-01-13T20:36:27.256439] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.257552] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2026-01-13T20:36:27.257636] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2026-01-13T20:36:27.257669] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2026-01-13T20:36:27.258443] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:27.258506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:27.263215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:27.264962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:27.265444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:27.265906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:27.266303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:27.268668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:27.269874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:27.272457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:27.273772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.304052] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-13T20:36:27.304120] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=4.44% (Conf=57.4358%)
[2026-01-13T20:36:27.304478] [INFO ] [main      ] Fetching symbol history for BIAF...
[2026-01-13T20:36:27.304531] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2026-01-13T20:36:27.304672] [INFO ] [main      ] Progress: 278/378 forecasts completed (73.5%). JCI finished in 0.7s. ETA: 17.7s. Rate: 338.60 forecasts/min
[2026-01-13T20:36:27.317710] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.319051] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2026-01-13T20:36:27.319108] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2026-01-13T20:36:27.319139] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2026-01-13T20:36:27.320487] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:27.320553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:27.322357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:27.323094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:27.323666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:27.324306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:27.424848] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.445744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:27.448006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.459813] [DEBUG] [MAG       ] PRME: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.600348] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:27.623627] [DEBUG] [MAG       ] UNP: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.647416] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:27.690290] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-13T20:36:27.690360] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=61.4393%)
[2026-01-13T20:36:27.690735] [INFO ] [main      ] Fetching symbol history for GSK...
[2026-01-13T20:36:27.690787] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2026-01-13T20:36:27.690790] [INFO ] [main      ] Progress: 279/378 forecasts completed (73.8%). ADC finished in 0.7s. ETA: 17.6s. Rate: 337.17 forecasts/min
[2026-01-13T20:36:27.703390] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.704677] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2026-01-13T20:36:27.704731] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2026-01-13T20:36:27.704951] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2026-01-13T20:36:27.705747] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:27.705809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:27.707486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:27.708049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:27.708493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:27.710466] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2026-01-13T20:36:27.710534] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-4.13% (Conf=57.584%)
[2026-01-13T20:36:27.710721] [INFO ] [main      ] Fetching symbol history for SSNC...
[2026-01-13T20:36:27.710767] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2026-01-13T20:36:27.711767] [INFO ] [main      ] Progress: 280/378 forecasts completed (74.1%). PRME finished in 0.7s. ETA: 17.4s. Rate: 338.24 forecasts/min
[2026-01-13T20:36:27.721858] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.722877] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2026-01-13T20:36:27.722940] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2026-01-13T20:36:27.722972] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2026-01-13T20:36:27.723842] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:27.723908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:27.729120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:27.730239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:27.732832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:27.734544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:27.735627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:27.736467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:27.737361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:27.738671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.749557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:27.799833] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:27.810015] [DEBUG] [MAG       ] BIAF: Last date is validated at 2026-01-13
[2026-01-13T20:36:27.928151] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2026-01-13T20:36:27.928222] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=69.8631%)
[2026-01-13T20:36:27.928912] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-13T20:36:27.928963] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-13T20:36:27.930690] [INFO ] [main      ] Progress: 281/378 forecasts completed (74.3%). UNP finished in 0.7s. ETA: 17.2s. Rate: 337.96 forecasts/min
[2026-01-13T20:36:27.941935] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:27.942811] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-13T20:36:27.942870] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-13T20:36:27.942902] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-13T20:36:27.943734] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:27.943801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:27.945511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:27.946044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:27.946465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:27.947242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:27.947996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:27.981628] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.024600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:28.027091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:28.028392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:28.029125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.090123] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2026-01-13T20:36:28.090192] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-54.95% (Conf=49.213%)
[2026-01-13T20:36:28.090561] [INFO ] [main      ] Fetching symbol history for HELE...
[2026-01-13T20:36:28.090629] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2026-01-13T20:36:28.090652] [INFO ] [main      ] Progress: 282/378 forecasts completed (74.6%). BIAF finished in 0.8s. ETA: 17.0s. Rate: 338.08 forecasts/min
[2026-01-13T20:36:28.102716] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:28.102803] [DEBUG] [MAG       ] GSK: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.104113] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2026-01-13T20:36:28.104168] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2026-01-13T20:36:28.104200] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2026-01-13T20:36:28.104990] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:28.105050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:28.110232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:28.111410] [DEBUG] [MAG       ] SSNC: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.188275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:28.190040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.285012] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.285508] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.366804] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2026-01-13T20:36:28.366872] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=61.5832%)
[2026-01-13T20:36:28.367035] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-13T20:36:28.367089] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-13T20:36:28.368086] [INFO ] [main      ] Progress: 283/378 forecasts completed (74.9%). GSK finished in 0.7s. ETA: 16.9s. Rate: 337.40 forecasts/min
[2026-01-13T20:36:28.380016] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:28.380965] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-13T20:36:28.381026] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-13T20:36:28.381058] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-13T20:36:28.381938] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:28.382015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:28.383525] [DEBUG] [MAG       ] SKRE: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.384629] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2026-01-13T20:36:28.384697] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=55.4964%)
[2026-01-13T20:36:28.385045] [INFO ] [main      ] Progress: 284/378 forecasts completed (75.1%). SSNC finished in 0.7s. ETA: 16.7s. Rate: 338.48 forecasts/min
[2026-01-13T20:36:28.385173] [INFO ] [main      ] Fetching symbol history for WB...
[2026-01-13T20:36:28.385214] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2026-01-13T20:36:28.387454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:28.389845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:28.390393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:28.390888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:28.392055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.396355] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:28.397291] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2026-01-13T20:36:28.397349] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2026-01-13T20:36:28.397382] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2026-01-13T20:36:28.398233] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:28.398298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:28.400064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:28.400597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:28.401515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:28.403049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:28.404208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.542305] [DEBUG] [MAG       ] HELE: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.558789] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.643828] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-13T20:36:28.643894] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=61.2197%)
[2026-01-13T20:36:28.644058] [INFO ] [main      ] Fetching symbol history for SMFG...
[2026-01-13T20:36:28.644107] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2026-01-13T20:36:28.644517] [INFO ] [main      ] Progress: 285/378 forecasts completed (75.4%). SKRE finished in 0.7s. ETA: 16.5s. Rate: 337.93 forecasts/min
[2026-01-13T20:36:28.657992] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:28.660339] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2026-01-13T20:36:28.660395] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2026-01-13T20:36:28.660428] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2026-01-13T20:36:28.661276] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:28.661342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:28.667148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:28.669247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:28.669756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:28.670151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:28.670981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:28.671814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:28.712291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:28.716970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:28.717393] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.717745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:28.718515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.744998] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.755540] [DEBUG] [MAG       ] WB: Last date is validated at 2026-01-13
[2026-01-13T20:36:28.816220] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2026-01-13T20:36:28.816290] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=55.3642%)
[2026-01-13T20:36:28.816672] [INFO ] [main      ] Fetching symbol history for BLZE...
[2026-01-13T20:36:28.816723] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2026-01-13T20:36:28.817667] [INFO ] [main      ] Progress: 286/378 forecasts completed (75.7%). HELE finished in 0.7s. ETA: 16.3s. Rate: 337.96 forecasts/min
[2026-01-13T20:36:28.828790] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:28.829728] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2026-01-13T20:36:28.829784] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2026-01-13T20:36:28.829816] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2026-01-13T20:36:28.830612] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:28.830672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:28.835395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:28.836105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:28.836794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:28.839167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:28.915676] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.927260] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:28.996710] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-13T20:36:28.996776] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=-8.81% (Conf=61.39%)
[2026-01-13T20:36:28.997126] [INFO ] [main      ] Fetching symbol history for TBI...
[2026-01-13T20:36:28.997169] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2026-01-13T20:36:28.998116] [INFO ] [main      ] Progress: 287/378 forecasts completed (75.9%). HRMY finished in 0.6s. ETA: 16.2s. Rate: 337.94 forecasts/min
[2026-01-13T20:36:29.009835] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.010975] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2026-01-13T20:36:29.011033] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2026-01-13T20:36:29.011076] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2026-01-13T20:36:29.011875] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:36:29.051763] [INFO ] [LOCAL     ] WB: Saved forecast.
[2026-01-13T20:36:29.051831] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=61.3405%)
[2026-01-13T20:36:29.052165] [INFO ] [main      ] Fetching symbol history for HPQ...
[2026-01-13T20:36:29.052215] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2026-01-13T20:36:29.052653] [INFO ] [main      ] Progress: 288/378 forecasts completed (76.2%). WB finished in 0.7s. ETA: 15.9s. Rate: 338.76 forecasts/min
[2026-01-13T20:36:29.062930] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.063849] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2026-01-13T20:36:29.063905] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2026-01-13T20:36:29.063937] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2026-01-13T20:36:29.064724] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:29.064783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:29.079878] [DEBUG] [MAG       ] SMFG: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.103198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:29.193245] [DEBUG] [MAG       ] BLZE: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.262106] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:29.337057] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2026-01-13T20:36:29.337122] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=48.6359%)
[2026-01-13T20:36:29.337491] [INFO ] [main      ] Fetching symbol history for CHCO...
[2026-01-13T20:36:29.337557] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2026-01-13T20:36:29.337659] [INFO ] [main      ] Progress: 289/378 forecasts completed (76.5%). SMFG finished in 0.7s. ETA: 15.8s. Rate: 338.04 forecasts/min
[2026-01-13T20:36:29.349785] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.351443] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2026-01-13T20:36:29.351497] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2026-01-13T20:36:29.351529] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2026-01-13T20:36:29.352408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:29.352488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:29.353676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:29.354448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:29.355194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:29.357465] [DEBUG] [MAG       ] TBI: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.360030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:29.361519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:29.366395] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:29.438504] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2026-01-13T20:36:29.438587] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-7.31% (Conf=51.7215%)
[2026-01-13T20:36:29.438750] [INFO ] [main      ] Fetching symbol history for QCOM...
[2026-01-13T20:36:29.438794] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2026-01-13T20:36:29.440641] [INFO ] [main      ] Progress: 290/378 forecasts completed (76.7%). BLZE finished in 0.6s. ETA: 15.6s. Rate: 338.53 forecasts/min
[2026-01-13T20:36:29.451972] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.452674] [DEBUG] [MAG       ] HPQ: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.452903] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2026-01-13T20:36:29.452955] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2026-01-13T20:36:29.452987] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2026-01-13T20:36:29.453776] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:29.453837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:29.458629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:29.460389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:29.460873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:29.461309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:29.461713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:29.462595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:29.532406] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:29.574299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:29.576153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:29.592192] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2026-01-13T20:36:29.592257] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-4.23% (Conf=56.916%)
[2026-01-13T20:36:29.592415] [INFO ] [main      ] Fetching symbol history for MBWM...
[2026-01-13T20:36:29.592457] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2026-01-13T20:36:29.593135] [INFO ] [main      ] Progress: 291/378 forecasts completed (77.0%). TBI finished in 0.6s. ETA: 15.4s. Rate: 338.70 forecasts/min
[2026-01-13T20:36:29.603728] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.604872] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2026-01-13T20:36:29.604925] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2026-01-13T20:36:29.604956] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2026-01-13T20:36:29.605736] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-13T20:36:29.622511] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:29.701877] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2026-01-13T20:36:29.701943] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-3.80% (Conf=48.7735%)
[2026-01-13T20:36:29.702282] [INFO ] [main      ] Fetching symbol history for SENEA...
[2026-01-13T20:36:29.702332] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2026-01-13T20:36:29.702658] [INFO ] [main      ] Progress: 292/378 forecasts completed (77.2%). HPQ finished in 0.6s. ETA: 15.2s. Rate: 339.14 forecasts/min
[2026-01-13T20:36:29.712658] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:29.713464] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2026-01-13T20:36:29.713513] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2026-01-13T20:36:29.713544] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2026-01-13T20:36:29.714312] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:29.714371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:29.719301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:29.719639] [DEBUG] [MAG       ] CHCO: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.896954] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:29.925923] [DEBUG] [MAG       ] QCOM: Last date is validated at 2026-01-13
[2026-01-13T20:36:29.947320] [DEBUG] [MAG       ] MBWM: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.008565] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2026-01-13T20:36:30.008655] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=56.1825%)
[2026-01-13T20:36:30.009080] [INFO ] [main      ] Fetching symbol history for TAYD...
[2026-01-13T20:36:30.009132] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2026-01-13T20:36:30.009650] [INFO ] [main      ] Progress: 293/378 forecasts completed (77.5%). CHCO finished in 0.7s. ETA: 15.1s. Rate: 338.29 forecasts/min
[2026-01-13T20:36:30.020112] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.021215] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2026-01-13T20:36:30.021274] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2026-01-13T20:36:30.021319] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2026-01-13T20:36:30.022128] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:30.022192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:30.024038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:30.024545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:30.024990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:30.027512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:30.028555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:30.032994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.060377] [DEBUG] [MAG       ] SENEA: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.099470] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.115906] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.196945] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2026-01-13T20:36:30.197011] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=46.8737%)
[2026-01-13T20:36:30.197165] [INFO ] [main      ] Fetching symbol history for CPIX...
[2026-01-13T20:36:30.197208] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2026-01-13T20:36:30.198694] [INFO ] [main      ] Progress: 294/378 forecasts completed (77.8%). MBWM finished in 0.6s. ETA: 14.9s. Rate: 338.22 forecasts/min
[2026-01-13T20:36:30.209128] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.209993] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2026-01-13T20:36:30.210045] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2026-01-13T20:36:30.210076] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2026-01-13T20:36:30.210873] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:30.210931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:30.211909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.231435] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.235470] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2026-01-13T20:36:30.235538] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=52.5477%)
[2026-01-13T20:36:30.235720] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-13T20:36:30.235767] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-13T20:36:30.237653] [INFO ] [main      ] Progress: 295/378 forecasts completed (78.0%). QCOM finished in 0.8s. ETA: 14.7s. Rate: 339.11 forecasts/min
[2026-01-13T20:36:30.247806] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.249047] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-13T20:36:30.249101] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-13T20:36:30.249131] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-13T20:36:30.249923] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:30.249982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:30.251667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:30.252179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:30.252605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.326947] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2026-01-13T20:36:30.327020] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=47.06%)
[2026-01-13T20:36:30.327364] [INFO ] [main      ] Fetching symbol history for CMSA...
[2026-01-13T20:36:30.327412] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2026-01-13T20:36:30.327647] [INFO ] [main      ] Progress: 296/378 forecasts completed (78.3%). SENEA finished in 0.6s. ETA: 14.5s. Rate: 339.68 forecasts/min
[2026-01-13T20:36:30.338194] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.339177] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2026-01-13T20:36:30.339227] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2026-01-13T20:36:30.339258] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2026-01-13T20:36:30.340345] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:30.340407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:30.345201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:30.347006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:30.347471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:30.347918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:30.348328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:30.350740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:30.389406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.389753] [DEBUG] [MAG       ] TAYD: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.558974] [DEBUG] [MAG       ] CPIX: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.566287] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.602919] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.673952] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2026-01-13T20:36:30.674018] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=9.71% (Conf=48.5296%)
[2026-01-13T20:36:30.677833] [INFO ] [main      ] Fetching symbol history for HSBC...
[2026-01-13T20:36:30.677889] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2026-01-13T20:36:30.678673] [INFO ] [main      ] Progress: 297/378 forecasts completed (78.6%). TAYD finished in 0.7s. ETA: 14.4s. Rate: 338.55 forecasts/min
[2026-01-13T20:36:30.690088] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.690960] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2026-01-13T20:36:30.691021] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2026-01-13T20:36:30.691053] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2026-01-13T20:36:30.691867] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:30.691939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:30.696925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:30.734621] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.737561] [DEBUG] [MAG       ] CMSA: Last date is validated at 2026-01-13
[2026-01-13T20:36:30.752812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.781267] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.801936] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2026-01-13T20:36:30.802007] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=-5.79% (Conf=47.3769%)
[2026-01-13T20:36:30.802166] [INFO ] [main      ] Fetching symbol history for BUSE...
[2026-01-13T20:36:30.802211] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2026-01-13T20:36:30.802906] [INFO ] [main      ] Progress: 298/378 forecasts completed (78.8%). CPIX finished in 0.6s. ETA: 14.2s. Rate: 338.89 forecasts/min
[2026-01-13T20:36:30.815210] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.816208] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2026-01-13T20:36:30.816260] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2026-01-13T20:36:30.816293] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2026-01-13T20:36:30.817104] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:30.817491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:30.822409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:30.823404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:30.851625] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-13T20:36:30.851695] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=47.7839%)
[2026-01-13T20:36:30.852561] [INFO ] [main      ] Fetching symbol history for PMVP...
[2026-01-13T20:36:30.852630] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2026-01-13T20:36:30.852670] [INFO ] [main      ] Progress: 299/378 forecasts completed (79.1%). DEA finished in 0.6s. ETA: 14.0s. Rate: 339.71 forecasts/min
[2026-01-13T20:36:30.866780] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.867670] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2026-01-13T20:36:30.867726] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2026-01-13T20:36:30.867759] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2026-01-13T20:36:30.868613] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:30.868676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:30.873436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:30.874878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.875235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:30.875744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:30.876133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:30.876884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:30.877501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:30.880162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:30.911719] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:30.975324] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2026-01-13T20:36:30.975392] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=53.6327%)
[2026-01-13T20:36:30.975564] [INFO ] [main      ] Fetching symbol history for MNSO...
[2026-01-13T20:36:30.975832] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2026-01-13T20:36:30.977655] [INFO ] [main      ] Progress: 300/378 forecasts completed (79.4%). CMSA finished in 0.6s. ETA: 13.8s. Rate: 340.04 forecasts/min
[2026-01-13T20:36:30.986613] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:30.987405] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2026-01-13T20:36:30.987455] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2026-01-13T20:36:30.987486] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2026-01-13T20:36:30.988301] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:30.988362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:30.993242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:30.994663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:30.997435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:31.003119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:31.109320] [DEBUG] [MAG       ] HSBC: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.222375] [DEBUG] [MAG       ] BUSE: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.225757] [DEBUG] [MAG       ] PMVP: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.285032] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:31.346518] [DEBUG] [MAG       ] MNSO: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.378064] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2026-01-13T20:36:31.378139] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=66.3005%)
[2026-01-13T20:36:31.378298] [INFO ] [main      ] Fetching symbol history for CPNG...
[2026-01-13T20:36:31.378340] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2026-01-13T20:36:31.379666] [INFO ] [main      ] Progress: 301/378 forecasts completed (79.6%). HSBC finished in 0.7s. ETA: 13.6s. Rate: 338.60 forecasts/min
[2026-01-13T20:36:31.390690] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:31.391979] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2026-01-13T20:36:31.392031] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2026-01-13T20:36:31.392062] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2026-01-13T20:36:31.392849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:31.392910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:31.395246] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:31.397034] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:31.398046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:31.399818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:31.400279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:31.401053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:31.401744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:31.457881] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2026-01-13T20:36:31.457986] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2026-01-13T20:36:31.458351] [INFO ] [main      ] Fetching symbol history for LPTH...
[2026-01-13T20:36:31.458403] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2026-01-13T20:36:31.458397] [INFO ] [main      ] Progress: 302/378 forecasts completed (79.9%). PMVP finished in 0.6s. ETA: 13.4s. Rate: 339.23 forecasts/min
[2026-01-13T20:36:31.469716] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2026-01-13T20:36:31.469788] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=46.8929%)
[2026-01-13T20:36:31.469953] [INFO ] [main      ] Fetching symbol history for GOOS...
[2026-01-13T20:36:31.469997] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2026-01-13T20:36:31.470642] [INFO ] [main      ] Progress: 303/378 forecasts completed (80.2%). BUSE finished in 0.7s. ETA: 13.2s. Rate: 340.27 forecasts/min
[2026-01-13T20:36:31.471279] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:31.472740] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2026-01-13T20:36:31.472798] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2026-01-13T20:36:31.472830] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2026-01-13T20:36:31.473658] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:31.473720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:31.478647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:31.481140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:31.481977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:31.482379] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:31.483215] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2026-01-13T20:36:31.483267] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2026-01-13T20:36:31.483297] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2026-01-13T20:36:31.484126] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:31.484190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:31.484304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:31.484944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:31.486713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:31.489546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:31.490630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:31.491753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:31.522065] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:31.615517] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2026-01-13T20:36:31.615603] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.4808%)
[2026-01-13T20:36:31.615770] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-13T20:36:31.615812] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-13T20:36:31.617683] [INFO ] [main      ] Progress: 304/378 forecasts completed (80.4%). MNSO finished in 0.6s. ETA: 13.0s. Rate: 340.46 forecasts/min
[2026-01-13T20:36:31.626281] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:31.627226] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-13T20:36:31.627276] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-13T20:36:31.627307] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-13T20:36:31.628236] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:31.628297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:31.630052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:31.630556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:31.631679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:31.632308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:31.757277] [DEBUG] [MAG       ] CPNG: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.836727] [DEBUG] [MAG       ] LPTH: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.845229] [DEBUG] [MAG       ] GOOS: Last date is validated at 2026-01-13
[2026-01-13T20:36:31.932249] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:31.985211] [DEBUG] [MAG       ] USVM: Last date is validated at 2026-01-13
[2026-01-13T20:36:32.009777] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.014052] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2026-01-13T20:36:32.014120] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=59.3556%)
[2026-01-13T20:36:32.014461] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-13T20:36:32.014511] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-13T20:36:32.014653] [INFO ] [main      ] Progress: 305/378 forecasts completed (80.7%). CPNG finished in 0.6s. ETA: 12.9s. Rate: 339.06 forecasts/min
[2026-01-13T20:36:32.014517] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.025301] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.026520] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-13T20:36:32.026596] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-13T20:36:32.026630] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-13T20:36:32.027446] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:32.027506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:32.067336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:32.085560] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2026-01-13T20:36:32.085649] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=63.9339%)
[2026-01-13T20:36:32.085809] [INFO ] [main      ] Fetching symbol history for STRS...
[2026-01-13T20:36:32.085856] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2026-01-13T20:36:32.086869] [INFO ] [main      ] Progress: 306/378 forecasts completed (81.0%). GOOS finished in 0.6s. ETA: 12.7s. Rate: 339.72 forecasts/min
[2026-01-13T20:36:32.090544] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2026-01-13T20:36:32.090646] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=3.04% (Conf=67.2233%)
[2026-01-13T20:36:32.090818] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-13T20:36:32.090863] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-13T20:36:32.091900] [INFO ] [main      ] Progress: 307/378 forecasts completed (81.2%). LPTH finished in 0.6s. ETA: 12.5s. Rate: 340.80 forecasts/min
[2026-01-13T20:36:32.096890] [DEBUG] [REMOTE    ] STRS: Successfully parsed 299 rows of historical data.
[2026-01-13T20:36:32.097885] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2026-01-13T20:36:32.097936] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2026-01-13T20:36:32.097988] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2026-01-13T20:36:32.098764] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:32.098826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.100500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.101048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:32.102142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:32.103312] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.104158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:32.104385] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-13T20:36:32.104441] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-13T20:36:32.104473] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-13T20:36:32.104946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:32.105298] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:32.105364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:32.109299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:32.110035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.110741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.112612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.113152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:32.113648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:32.116197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-13T20:36:32.117787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.146401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.161489] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.248074] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-13T20:36:32.248143] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=65.6887%)
[2026-01-13T20:36:32.248492] [INFO ] [main      ] Fetching symbol history for FLWS...
[2026-01-13T20:36:32.248543] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2026-01-13T20:36:32.248674] [INFO ] [main      ] Progress: 308/378 forecasts completed (81.5%). USVM finished in 0.6s. ETA: 12.3s. Rate: 340.92 forecasts/min
[2026-01-13T20:36:32.260347] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.261470] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2026-01-13T20:36:32.261522] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2026-01-13T20:36:32.261554] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2026-01-13T20:36:32.262331] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:32.262392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:32.267728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.269677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.270183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:32.273045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:32.274600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.453814] [DEBUG] [MAG       ] STRS: Last date is validated at 2026-01-13
[2026-01-13T20:36:32.465196] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-13
[2026-01-13T20:36:32.502057] [DEBUG] [MAG       ] EB: Last date is validated at 2026-01-13
[2026-01-13T20:36:32.631448] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.640286] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.647543] [DEBUG] [MAG       ] FLWS: Last date is validated at 2026-01-13
[2026-01-13T20:36:32.683100] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.727055] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-13T20:36:32.727133] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-5.49% (Conf=67.7545%)
[2026-01-13T20:36:32.727494] [INFO ] [main      ] Progress: 309/378 forecasts completed (81.7%). LWAY finished in 0.6s. ETA: 12.2s. Rate: 339.03 forecasts/min
[2026-01-13T20:36:32.727705] [INFO ] [main      ] Fetching symbol history for OFS...
[2026-01-13T20:36:32.727753] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2026-01-13T20:36:32.733224] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2026-01-13T20:36:32.733291] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=49.1038%)
[2026-01-13T20:36:32.733669] [INFO ] [main      ] Fetching symbol history for DRMA...
[2026-01-13T20:36:32.733721] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2026-01-13T20:36:32.735214] [INFO ] [main      ] Progress: 310/378 forecasts completed (82.0%). STRS finished in 0.6s. ETA: 12.0s. Rate: 340.08 forecasts/min
[2026-01-13T20:36:32.740839] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.742083] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2026-01-13T20:36:32.742150] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2026-01-13T20:36:32.742192] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2026-01-13T20:36:32.743056] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:32.743121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.745057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:32.745123] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-13T20:36:32.745195] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=56.4107%)
[2026-01-13T20:36:32.745547] [INFO ] [main      ] Fetching symbol history for AGX...
[2026-01-13T20:36:32.745616] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2026-01-13T20:36:32.745655] [INFO ] [main      ] Progress: 311/378 forecasts completed (82.3%). EB finished in 0.7s. ETA: 11.8s. Rate: 341.11 forecasts/min
[2026-01-13T20:36:32.745767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.745961] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.746255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:32.746680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:32.746920] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2026-01-13T20:36:32.746972] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2026-01-13T20:36:32.747003] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2026-01-13T20:36:32.747811] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:32.747872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:32.753081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.754852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.755332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:32.756597] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.756873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.757394] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2026-01-13T20:36:32.757445] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2026-01-13T20:36:32.757475] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2026-01-13T20:36:32.758284] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:32.758346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.760037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:32.760544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:32.760965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:32.762674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:32.763773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-13T20:36:32.764440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.788361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:32.789504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:32.829844] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:32.965912] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2026-01-13T20:36:32.965979] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=51.6714%)
[2026-01-13T20:36:32.966142] [INFO ] [main      ] Fetching symbol history for SY...
[2026-01-13T20:36:32.966185] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2026-01-13T20:36:32.967667] [INFO ] [main      ] Progress: 312/378 forecasts completed (82.5%). FLWS finished in 0.7s. ETA: 11.6s. Rate: 340.83 forecasts/min
[2026-01-13T20:36:32.978664] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:32.979760] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2026-01-13T20:36:32.979812] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2026-01-13T20:36:32.979844] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2026-01-13T20:36:32.980619] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:32.980681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:32.985954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:32.986777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:32.989653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:32.991379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:32.991864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:32.992950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:32.994942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:33.105529] [DEBUG] [MAG       ] DRMA: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.131439] [DEBUG] [MAG       ] AGX: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.150242] [DEBUG] [MAG       ] OFS: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.279992] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:33.309871] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:33.326640] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:33.355246] [DEBUG] [MAG       ] SY: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.357706] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2026-01-13T20:36:33.357779] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=57.1727%)
[2026-01-13T20:36:33.358166] [INFO ] [main      ] Progress: 313/378 forecasts completed (82.8%). DRMA finished in 0.6s. ETA: 11.5s. Rate: 339.51 forecasts/min
[2026-01-13T20:36:33.358299] [INFO ] [main      ] Fetching symbol history for IRMD...
[2026-01-13T20:36:33.358345] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2026-01-13T20:36:33.371385] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:33.372489] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2026-01-13T20:36:33.372545] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2026-01-13T20:36:33.372615] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2026-01-13T20:36:33.373473] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:33.373538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:33.379015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:33.379774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:33.381547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:33.391209] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2026-01-13T20:36:33.391276] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=48.8237%)
[2026-01-13T20:36:33.391663] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-13T20:36:33.391714] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-13T20:36:33.392647] [INFO ] [main      ] Progress: 314/378 forecasts completed (83.1%). OFS finished in 0.7s. ETA: 11.3s. Rate: 340.38 forecasts/min
[2026-01-13T20:36:33.403972] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:33.404864] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-13T20:36:33.404920] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-13T20:36:33.404951] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-13T20:36:33.405816] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:33.405903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:33.414402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:33.415395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:33.454123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:33.455642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:33.456356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-13T20:36:33.457915] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2026-01-13T20:36:33.457940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:33.457991] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=59.7344%)
[2026-01-13T20:36:33.458358] [INFO ] [main      ] Fetching symbol history for AVDL...
[2026-01-13T20:36:33.458409] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2026-01-13T20:36:33.459648] [INFO ] [main      ] Progress: 315/378 forecasts completed (83.3%). AGX finished in 0.7s. ETA: 11.1s. Rate: 341.05 forecasts/min
[2026-01-13T20:36:33.460922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:33.468790] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:33.469826] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2026-01-13T20:36:33.469878] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2026-01-13T20:36:33.469910] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2026-01-13T20:36:33.470675] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:33.470733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:33.471433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:33.472300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:33.474854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:33.527466] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:33.591714] [INFO ] [LOCAL     ] SY: Saved forecast.
[2026-01-13T20:36:33.591791] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-1.75% (Conf=42.6868%)
[2026-01-13T20:36:33.591955] [INFO ] [main      ] Fetching symbol history for BGRN...
[2026-01-13T20:36:33.591999] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2026-01-13T20:36:33.593657] [INFO ] [main      ] Progress: 316/378 forecasts completed (83.6%). SY finished in 0.6s. ETA: 10.9s. Rate: 341.31 forecasts/min
[2026-01-13T20:36:33.603955] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:33.604723] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2026-01-13T20:36:33.604779] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2026-01-13T20:36:33.604811] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2026-01-13T20:36:33.605637] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:33.605698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:33.606406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:33.608522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:33.623472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:33.745494] [DEBUG] [MAG       ] IRMD: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.816604] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.833059] [DEBUG] [MAG       ] AVDL: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.923345] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:33.976920] [DEBUG] [MAG       ] BGRN: Last date is validated at 2026-01-13
[2026-01-13T20:36:33.988428] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.011878] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.023557] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2026-01-13T20:36:34.023660] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=48.4788%)
[2026-01-13T20:36:34.024138] [INFO ] [main      ] Progress: 317/378 forecasts completed (83.9%). IRMD finished in 0.7s. ETA: 10.8s. Rate: 339.76 forecasts/min
[2026-01-13T20:36:34.024293] [INFO ] [main      ] Fetching symbol history for BMRN...
[2026-01-13T20:36:34.024349] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2026-01-13T20:36:34.036633] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.037713] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2026-01-13T20:36:34.037768] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2026-01-13T20:36:34.037800] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2026-01-13T20:36:34.038665] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:34.038729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:34.043915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:34.045769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:34.048012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:34.052461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.055271] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-13T20:36:34.055335] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=53.4311%)
[2026-01-13T20:36:34.055743] [INFO ] [main      ] Fetching symbol history for BBCP...
[2026-01-13T20:36:34.055806] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2026-01-13T20:36:34.057609] [INFO ] [main      ] Progress: 318/378 forecasts completed (84.1%). AWRE finished in 0.7s. ETA: 10.6s. Rate: 340.62 forecasts/min
[2026-01-13T20:36:34.069951] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.071012] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2026-01-13T20:36:34.071064] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2026-01-13T20:36:34.071095] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2026-01-13T20:36:34.071898] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:34.071960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:34.076750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:34.077757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:34.078484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:34.081334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:34.083689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:34.085120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.087503] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2026-01-13T20:36:34.087610] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=36.9669%)
[2026-01-13T20:36:34.088592] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-13T20:36:34.088648] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-13T20:36:34.089646] [INFO ] [main      ] Progress: 319/378 forecasts completed (84.4%). AVDL finished in 0.6s. ETA: 10.4s. Rate: 341.50 forecasts/min
[2026-01-13T20:36:34.100522] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.101309] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-13T20:36:34.101359] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-13T20:36:34.101390] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-13T20:36:34.102169] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:34.102228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:34.103090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:34.105489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:34.106227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:34.107872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.151465] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.215864] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2026-01-13T20:36:34.215947] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=54.9535%)
[2026-01-13T20:36:34.216118] [INFO ] [main      ] Fetching symbol history for MOH...
[2026-01-13T20:36:34.216162] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2026-01-13T20:36:34.217665] [INFO ] [main      ] Progress: 320/378 forecasts completed (84.7%). BGRN finished in 0.6s. ETA: 10.2s. Rate: 341.79 forecasts/min
[2026-01-13T20:36:34.231717] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.233396] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2026-01-13T20:36:34.233464] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2026-01-13T20:36:34.233495] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2026-01-13T20:36:34.234445] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:34.234515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:34.239588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:34.291725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.420218] [DEBUG] [MAG       ] BMRN: Last date is validated at 2026-01-13
[2026-01-13T20:36:34.442739] [DEBUG] [MAG       ] BBCP: Last date is validated at 2026-01-13
[2026-01-13T20:36:34.466083] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-13
[2026-01-13T20:36:34.616053] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.617008] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.637818] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.659128] [DEBUG] [MAG       ] MOH: Last date is validated at 2026-01-13
[2026-01-13T20:36:34.711677] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-13T20:36:34.711743] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=49.3574%)
[2026-01-13T20:36:34.712282] [INFO ] [main      ] Fetching symbol history for FC...
[2026-01-13T20:36:34.712332] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2026-01-13T20:36:34.712321] [INFO ] [main      ] Progress: 321/378 forecasts completed (84.9%). UPWK finished in 0.6s. ETA: 10.1s. Rate: 339.86 forecasts/min
[2026-01-13T20:36:34.724065] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.725117] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2026-01-13T20:36:34.725167] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2026-01-13T20:36:34.725198] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2026-01-13T20:36:34.725478] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2026-01-13T20:36:34.725551] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-5.72% (Conf=53.3817%)
[2026-01-13T20:36:34.725738] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-13T20:36:34.725785] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-13T20:36:34.725971] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:34.726031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:34.728000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:34.728161] [INFO ] [main      ] Progress: 322/378 forecasts completed (85.2%). BMRN finished in 0.7s. ETA: 9.9s. Rate: 340.83 forecasts/min
[2026-01-13T20:36:34.728506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:34.729853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.740471] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.741453] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-13T20:36:34.741511] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-13T20:36:34.741545] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-13T20:36:34.742671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:34.742770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:34.748696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:34.754499] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2026-01-13T20:36:34.754593] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=56.3402%)
[2026-01-13T20:36:34.754979] [INFO ] [main      ] Progress: 323/378 forecasts completed (85.4%). BBCP finished in 0.7s. ETA: 9.7s. Rate: 341.72 forecasts/min
[2026-01-13T20:36:34.755113] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-13T20:36:34.755155] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-13T20:36:34.767617] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.768689] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-13T20:36:34.768745] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-13T20:36:34.768783] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-13T20:36:34.769564] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:34.769647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:34.771359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:34.771927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:34.772326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:34.794323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:34.796767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:34.799134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:34.800529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.812277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:34.813184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:34.814559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:34.836566] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:34.973081] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2026-01-13T20:36:34.973150] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=49.4823%)
[2026-01-13T20:36:34.973623] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-13T20:36:34.973680] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-13T20:36:34.973659] [INFO ] [main      ] Progress: 324/378 forecasts completed (85.7%). MOH finished in 0.8s. ETA: 9.5s. Rate: 341.47 forecasts/min
[2026-01-13T20:36:34.984808] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:34.985872] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-13T20:36:34.985928] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-13T20:36:34.985960] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-13T20:36:34.987127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:34.987196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:34.992626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:34.993465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:34.996063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:34.997136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:35.074342] [DEBUG] [MAG       ] FC: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.165239] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.169019] [DEBUG] [MAG       ] SANM: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.246385] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:35.332784] [INFO ] [LOCAL     ] FC: Saved forecast.
[2026-01-13T20:36:35.332854] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=3.09% (Conf=61.961%)
[2026-01-13T20:36:35.333424] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-13T20:36:35.333475] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-13T20:36:35.333672] [INFO ] [main      ] Progress: 325/378 forecasts completed (86.0%). FC finished in 0.6s. ETA: 9.3s. Rate: 340.37 forecasts/min
[2026-01-13T20:36:35.341918] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:35.343447] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:35.344857] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:35.345807] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-13T20:36:35.345860] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-13T20:36:35.345892] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-13T20:36:35.346659] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:35.346722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:35.351538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:35.354540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:35.355191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:35.356893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:35.357364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:35.357772] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.358470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:35.360444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:35.433562] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-13T20:36:35.433652] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=45.1902%)
[2026-01-13T20:36:35.433842] [INFO ] [main      ] Fetching symbol history for TFIN...
[2026-01-13T20:36:35.433887] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2026-01-13T20:36:35.435412] [INFO ] [main      ] Progress: 326/378 forecasts completed (86.2%). TD finished in 0.7s. ETA: 9.2s. Rate: 340.81 forecasts/min
[2026-01-13T20:36:35.445612] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:35.446382] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2026-01-13T20:36:35.446432] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2026-01-13T20:36:35.446464] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2026-01-13T20:36:35.447262] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:35.447536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:35.449282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:35.449878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:35.450272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:35.479715] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-13T20:36:35.479780] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=7.17% (Conf=46.8081%)
[2026-01-13T20:36:35.480152] [INFO ] [main      ] Progress: 327/378 forecasts completed (86.5%). SANM finished in 0.7s. ETA: 9.0s. Rate: 341.59 forecasts/min
[2026-01-13T20:36:35.480280] [INFO ] [main      ] Fetching symbol history for BWIN...
[2026-01-13T20:36:35.480322] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2026-01-13T20:36:35.490000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:35.492435] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:35.493312] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2026-01-13T20:36:35.493369] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2026-01-13T20:36:35.493400] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2026-01-13T20:36:35.494217] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-13T20:36:35.494282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:35.499052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:35.499888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:35.500706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:35.501693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:35.529298] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:35.538734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:35.549616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:35.550511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:35.551240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:35.553025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:35.553506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:35.554616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:35.556885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:35.689676] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-13T20:36:35.689742] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=58.5776%)
[2026-01-13T20:36:35.690302] [INFO ] [main      ] Progress: 328/378 forecasts completed (86.8%). DJCO finished in 0.7s. ETA: 8.8s. Rate: 341.38 forecasts/min
[2026-01-13T20:36:35.690426] [INFO ] [main      ] Fetching symbol history for VECO...
[2026-01-13T20:36:35.690468] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2026-01-13T20:36:35.701996] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:35.703015] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2026-01-13T20:36:35.703079] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2026-01-13T20:36:35.703111] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2026-01-13T20:36:35.703915] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:35.703974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:35.705563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:35.706380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:35.725739] [DEBUG] [MAG       ] ING: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.894291] [DEBUG] [MAG       ] TFIN: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.901980] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:35.904427] [DEBUG] [MAG       ] BWIN: Last date is validated at 2026-01-13
[2026-01-13T20:36:35.982357] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-13T20:36:35.982422] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=55.6873%)
[2026-01-13T20:36:35.982799] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-13T20:36:35.982852] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-13T20:36:35.983662] [INFO ] [main      ] Progress: 329/378 forecasts completed (87.0%). ING finished in 0.6s. ETA: 8.6s. Rate: 340.69 forecasts/min
[2026-01-13T20:36:35.992922] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:35.993869] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-13T20:36:35.993923] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-13T20:36:35.993955] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-13T20:36:35.994749] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:35.994811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:35.999835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:36.001656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:36.002157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:36.002554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:36.003327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.045549] [DEBUG] [MAG       ] VECO: Last date is validated at 2026-01-13
[2026-01-13T20:36:36.068446] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.088100] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.176218] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2026-01-13T20:36:36.176289] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=48.6796%)
[2026-01-13T20:36:36.176446] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-13T20:36:36.176491] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-13T20:36:36.177662] [INFO ] [main      ] Progress: 330/378 forecasts completed (87.3%). TFIN finished in 0.7s. ETA: 8.5s. Rate: 340.59 forecasts/min
[2026-01-13T20:36:36.186543] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2026-01-13T20:36:36.186630] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=70.1268%)
[2026-01-13T20:36:36.186799] [INFO ] [main      ] Fetching symbol history for RES...
[2026-01-13T20:36:36.186843] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2026-01-13T20:36:36.188616] [INFO ] [main      ] Progress: 331/378 forecasts completed (87.6%). BWIN finished in 0.7s. ETA: 8.3s. Rate: 341.55 forecasts/min
[2026-01-13T20:36:36.189229] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.190168] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-13T20:36:36.190242] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-13T20:36:36.190290] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-13T20:36:36.191105] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:36.191167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:36.199530] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.200587] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2026-01-13T20:36:36.200647] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2026-01-13T20:36:36.200681] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2026-01-13T20:36:36.202912] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:36.202974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:36.206866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:36.207393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:36.207854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-13T20:36:36.213599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.219154] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.302638] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2026-01-13T20:36:36.302712] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=50.9345%)
[2026-01-13T20:36:36.302878] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-13T20:36:36.302923] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-13T20:36:36.304403] [INFO ] [main      ] Progress: 332/378 forecasts completed (87.8%). VECO finished in 0.6s. ETA: 8.1s. Rate: 341.91 forecasts/min
[2026-01-13T20:36:36.307917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.313914] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.314823] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-13T20:36:36.314883] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-13T20:36:36.314914] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-13T20:36:36.315713] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:36.315789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:36.320687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:36.322521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:36.323045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:36.323460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:36.324382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:36.326842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:36.327506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.359294] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-13
[2026-01-13T20:36:36.529176] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.574091] [DEBUG] [MAG       ] RES: Last date is validated at 2026-01-13
[2026-01-13T20:36:36.610834] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-13T20:36:36.610914] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=52.1701%)
[2026-01-13T20:36:36.611465] [INFO ] [main      ] Fetching symbol history for NKTX...
[2026-01-13T20:36:36.611516] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2026-01-13T20:36:36.611671] [INFO ] [main      ] Progress: 333/378 forecasts completed (88.1%). SOCL finished in 0.6s. ETA: 7.9s. Rate: 341.14 forecasts/min
[2026-01-13T20:36:36.623441] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.624304] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2026-01-13T20:36:36.624353] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2026-01-13T20:36:36.624384] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2026-01-13T20:36:36.625165] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:36.625229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:36.626932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:36.627417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:36.627883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:36.632554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:36.672704] [DEBUG] [MAG       ] CWCO: Last date is validated at 2026-01-13
[2026-01-13T20:36:36.693566] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-13
[2026-01-13T20:36:36.766724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:36.772368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:36.775093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.838038] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.861602] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.883066] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:36.900749] [INFO ] [LOCAL     ] RES: Saved forecast.
[2026-01-13T20:36:36.900829] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=47.3624%)
[2026-01-13T20:36:36.901194] [INFO ] [main      ] Fetching symbol history for QVCC...
[2026-01-13T20:36:36.901255] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2026-01-13T20:36:36.901631] [INFO ] [main      ] Progress: 334/378 forecasts completed (88.4%). RES finished in 0.7s. ETA: 7.8s. Rate: 340.47 forecasts/min
[2026-01-13T20:36:36.913554] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.914502] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2026-01-13T20:36:36.914560] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2026-01-13T20:36:36.914615] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2026-01-13T20:36:36.915398] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:36.915461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:36.916535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:36.917842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:36.919243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-13T20:36:36.922304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-13T20:36:36.924716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:36.926336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.938441] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-13T20:36:36.938510] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=47.3983%)
[2026-01-13T20:36:36.938927] [INFO ] [main      ] Fetching symbol history for AMPL...
[2026-01-13T20:36:36.938981] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2026-01-13T20:36:36.938962] [INFO ] [main      ] Progress: 335/378 forecasts completed (88.6%). CWCO finished in 0.8s. ETA: 7.6s. Rate: 341.28 forecasts/min
[2026-01-13T20:36:36.947768] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-13T20:36:36.947842] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=56.0761%)
[2026-01-13T20:36:36.948261] [INFO ] [main      ] Progress: 336/378 forecasts completed (88.9%). TBB finished in 0.6s. ETA: 7.4s. Rate: 342.24 forecasts/min
[2026-01-13T20:36:36.948451] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-13T20:36:36.948498] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-13T20:36:36.953300] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.954094] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2026-01-13T20:36:36.954146] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2026-01-13T20:36:36.954178] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2026-01-13T20:36:36.955000] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:36.955063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:36.960605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:36.961413] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:36.962693] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-13T20:36:36.962746] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-13T20:36:36.962776] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-13T20:36:36.962799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:36.963736] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:36.963794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:36.965936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:36.978303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:36.980447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:37.147588] [DEBUG] [MAG       ] NKTX: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.289377] [DEBUG] [MAG       ] QVCC: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.320590] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:37.326167] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.331479] [DEBUG] [MAG       ] AMPL: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.383271] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2026-01-13T20:36:37.383345] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=63.9722%)
[2026-01-13T20:36:37.383820] [INFO ] [main      ] Fetching symbol history for STKH...
[2026-01-13T20:36:37.383872] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2026-01-13T20:36:37.384662] [INFO ] [main      ] Progress: 337/378 forecasts completed (89.2%). NKTX finished in 0.8s. ETA: 7.2s. Rate: 340.74 forecasts/min
[2026-01-13T20:36:37.394065] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:37.394892] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2026-01-13T20:36:37.394944] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2026-01-13T20:36:37.394975] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2026-01-13T20:36:37.395938] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:37.395998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:37.400956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:37.402929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:37.403553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:37.403953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:37.404864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:37.463712] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:37.497196] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:37.503086] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:37.530850] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2026-01-13T20:36:37.530928] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=55.8061%)
[2026-01-13T20:36:37.531521] [INFO ] [main      ] Fetching symbol history for XRX...
[2026-01-13T20:36:37.531588] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2026-01-13T20:36:37.531543] [INFO ] [main      ] Progress: 338/378 forecasts completed (89.4%). QVCC finished in 0.6s. ETA: 7.0s. Rate: 340.90 forecasts/min
[2026-01-13T20:36:37.544495] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:37.545411] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2026-01-13T20:36:37.545462] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2026-01-13T20:36:37.545493] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2026-01-13T20:36:37.546466] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:37.546528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:37.548454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:37.549033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:37.549710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:37.550110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:37.551019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-13T20:36:37.551791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:37.562063] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-13T20:36:37.562129] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=44.2832%)
[2026-01-13T20:36:37.562440] [INFO ] [main      ] Fetching symbol history for DHI...
[2026-01-13T20:36:37.562491] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2026-01-13T20:36:37.563315] [INFO ] [main      ] Progress: 339/378 forecasts completed (89.7%). DUKB finished in 0.6s. ETA: 6.8s. Rate: 341.73 forecasts/min
[2026-01-13T20:36:37.575777] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:37.576681] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2026-01-13T20:36:37.576741] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2026-01-13T20:36:37.576773] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2026-01-13T20:36:37.577555] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:37.577649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:37.579865] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2026-01-13T20:36:37.579933] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=54.2686%)
[2026-01-13T20:36:37.580094] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-13T20:36:37.580459] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-13T20:36:37.580830] [INFO ] [main      ] Progress: 340/378 forecasts completed (89.9%). AMPL finished in 0.6s. ETA: 6.7s. Rate: 342.64 forecasts/min
[2026-01-13T20:36:37.583485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:37.585381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:37.585881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:37.592404] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:37.593350] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-13T20:36:37.593402] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-13T20:36:37.593435] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-13T20:36:37.594258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:37.594321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:37.599282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:37.600238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:37.698449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:37.701441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:37.753910] [DEBUG] [MAG       ] STKH: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.906715] [DEBUG] [MAG       ] XRX: Last date is validated at 2026-01-13
[2026-01-13T20:36:37.934485] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:37.949780] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.034080] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2026-01-13T20:36:38.034149] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=11.37% (Conf=33.4887%)
[2026-01-13T20:36:38.034510] [INFO ] [main      ] Fetching symbol history for LAES...
[2026-01-13T20:36:38.034562] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2026-01-13T20:36:38.034659] [INFO ] [main      ] Progress: 341/378 forecasts completed (90.2%). STKH finished in 0.7s. ETA: 6.5s. Rate: 341.05 forecasts/min
[2026-01-13T20:36:38.046048] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.046892] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2026-01-13T20:36:38.046943] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2026-01-13T20:36:38.046974] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2026-01-13T20:36:38.047743] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:38.047802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:38.049727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:38.050416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:38.050881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:38.051279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:38.052085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.072007] [DEBUG] [MAG       ] DHI: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.081413] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.121873] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.149710] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2026-01-13T20:36:38.149778] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-4.01% (Conf=67.991%)
[2026-01-13T20:36:38.150232] [INFO ] [main      ] Fetching symbol history for HOG...
[2026-01-13T20:36:38.150283] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2026-01-13T20:36:38.150662] [INFO ] [main      ] Progress: 342/378 forecasts completed (90.5%). XRX finished in 0.6s. ETA: 6.3s. Rate: 341.39 forecasts/min
[2026-01-13T20:36:38.162420] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.163282] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2026-01-13T20:36:38.163332] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2026-01-13T20:36:38.163362] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2026-01-13T20:36:38.164316] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:38.164379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:38.169702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:38.172069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:38.172568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:38.187135] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-13T20:36:38.187203] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=44.8838%)
[2026-01-13T20:36:38.187603] [INFO ] [main      ] Progress: 343/378 forecasts completed (90.7%). SKLZ finished in 0.6s. ETA: 6.1s. Rate: 342.17 forecasts/min
[2026-01-13T20:36:38.187738] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-13T20:36:38.187781] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-13T20:36:38.200810] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.201683] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-13T20:36:38.201742] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-13T20:36:38.201774] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-13T20:36:38.202588] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:38.202655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:38.204376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:38.204933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:38.205373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:38.206302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:38.213437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:38.214716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:38.216513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.255864] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.318976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:38.320229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:38.320888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:38.323756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.381762] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2026-01-13T20:36:38.381832] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=50.7726%)
[2026-01-13T20:36:38.382406] [INFO ] [main      ] Fetching symbol history for CVEO...
[2026-01-13T20:36:38.382459] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2026-01-13T20:36:38.382662] [INFO ] [main      ] Progress: 344/378 forecasts completed (91.0%). DHI finished in 0.8s. ETA: 6.0s. Rate: 342.06 forecasts/min
[2026-01-13T20:36:38.394330] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.395322] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2026-01-13T20:36:38.395376] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2026-01-13T20:36:38.395408] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2026-01-13T20:36:38.396234] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:38.396295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:38.400757] [DEBUG] [MAG       ] LAES: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.401381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:38.402435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.575531] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.579824] [DEBUG] [MAG       ] HOG: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.659433] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2026-01-13T20:36:38.659502] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-5.38% (Conf=56.0055%)
[2026-01-13T20:36:38.659680] [INFO ] [main      ] Fetching symbol history for ED...
[2026-01-13T20:36:38.659724] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2026-01-13T20:36:38.662673] [INFO ] [main      ] Progress: 345/378 forecasts completed (91.3%). LAES finished in 0.6s. ETA: 5.8s. Rate: 341.47 forecasts/min
[2026-01-13T20:36:38.671541] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.672663] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2026-01-13T20:36:38.672715] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2026-01-13T20:36:38.672746] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2026-01-13T20:36:38.673529] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:38.673606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:38.673743] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.678842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:38.681217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-13T20:36:38.682672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.759189] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.770021] [DEBUG] [MAG       ] CVEO: Last date is validated at 2026-01-13
[2026-01-13T20:36:38.842414] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2026-01-13T20:36:38.842481] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=59.3805%)
[2026-01-13T20:36:38.842839] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-13T20:36:38.842890] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-13T20:36:38.843661] [INFO ] [main      ] Progress: 346/378 forecasts completed (91.5%). HOG finished in 0.7s. ETA: 5.6s. Rate: 341.44 forecasts/min
[2026-01-13T20:36:38.850832] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.855232] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.856150] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-13T20:36:38.856204] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-13T20:36:38.856237] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-13T20:36:38.857058] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:38.857121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:38.859005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:38.859550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:38.859992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:38.860940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:38.944725] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-13T20:36:38.944801] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=55.9998%)
[2026-01-13T20:36:38.945222] [INFO ] [main      ] Progress: 347/378 forecasts completed (91.8%). ASA finished in 0.8s. ETA: 5.4s. Rate: 341.86 forecasts/min
[2026-01-13T20:36:38.945356] [INFO ] [main      ] Fetching symbol history for AG...
[2026-01-13T20:36:38.945401] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2026-01-13T20:36:38.953004] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:38.959417] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:38.960654] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2026-01-13T20:36:38.960711] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2026-01-13T20:36:38.960745] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2026-01-13T20:36:38.961569] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:38.961651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:38.963400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:38.963951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:38.964550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:38.965563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.034396] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2026-01-13T20:36:39.034466] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-4.19% (Conf=53.4251%)
[2026-01-13T20:36:39.034865] [INFO ] [main      ] Progress: 348/378 forecasts completed (92.1%). CVEO finished in 0.7s. ETA: 5.3s. Rate: 342.34 forecasts/min
[2026-01-13T20:36:39.035063] [INFO ] [main      ] Fetching symbol history for WGO...
[2026-01-13T20:36:39.035114] [DEBUG] [REMOTE    ] WGO: Fetching historical data.
[2026-01-13T20:36:39.043670] [DEBUG] [MAG       ] ED: Last date is validated at 2026-01-13
[2026-01-13T20:36:39.046685] [DEBUG] [REMOTE    ] WGO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.047881] [DEBUG] [LOCAL     ] Loaded configuration for WGO: 3 features, N/A% accuracy
[2026-01-13T20:36:39.047966] [INFO ] [LOCAL     ] WGO: Loaded 3 optimal features with 42.90% confidence from JSON config
[2026-01-13T20:36:39.048018] [DEBUG] [MAG       ] Building data for symbol: WGO with lookback: 0
[2026-01-13T20:36:39.048880] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-13T20:36:39.048942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:39.054326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:39.135005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:39.136133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.224006] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:39.246890] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-13
[2026-01-13T20:36:39.312800] [INFO ] [LOCAL     ] ED: Saved forecast.
[2026-01-13T20:36:39.312867] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=64.9168%)
[2026-01-13T20:36:39.313213] [INFO ] [main      ] Fetching symbol history for SDA...
[2026-01-13T20:36:39.313263] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2026-01-13T20:36:39.314667] [INFO ] [main      ] Progress: 349/378 forecasts completed (92.3%). ED finished in 0.7s. ETA: 5.1s. Rate: 341.75 forecasts/min
[2026-01-13T20:36:39.323851] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.324877] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2026-01-13T20:36:39.324933] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2026-01-13T20:36:39.324964] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2026-01-13T20:36:39.325761] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:39.325818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:39.330618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:39.332656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.336726] [DEBUG] [MAG       ] AG: Last date is validated at 2026-01-13
[2026-01-13T20:36:39.415614] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:39.480958] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-13T20:36:39.481028] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=46.2536%)
[2026-01-13T20:36:39.481389] [INFO ] [main      ] Fetching symbol history for ELME...
[2026-01-13T20:36:39.481443] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2026-01-13T20:36:39.481661] [INFO ] [main      ] Progress: 350/378 forecasts completed (92.6%). ELVA finished in 0.6s. ETA: 4.9s. Rate: 341.80 forecasts/min
[2026-01-13T20:36:39.492843] [DEBUG] [MAG       ] WGO: Last date is validated at 2026-01-13
[2026-01-13T20:36:39.494004] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.494949] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2026-01-13T20:36:39.495004] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-13T20:36:39.495035] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2026-01-13T20:36:39.495862] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:39.495928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:39.497682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:39.498242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:39.498674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:39.519189] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:39.598900] [INFO ] [LOCAL     ] AG: Saved forecast.
[2026-01-13T20:36:39.598992] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=56.69%)
[2026-01-13T20:36:39.599226] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-13T20:36:39.599278] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-13T20:36:39.600658] [INFO ] [main      ] Progress: 351/378 forecasts completed (92.9%). AG finished in 0.7s. ETA: 4.7s. Rate: 342.12 forecasts/min
[2026-01-13T20:36:39.612177] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.613264] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-13T20:36:39.613319] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-13T20:36:39.613354] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-13T20:36:39.614173] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-13T20:36:39.614240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:39.617978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:39.619410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:39.621271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:39.621779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:39.622179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:39.623143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:39.623847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-13T20:36:39.625031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:39.626493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:39.627064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-13T20:36:39.629111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.658018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.678859] [DEBUG] [MAG       ] WGO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:39.684940] [DEBUG] [MAG       ] SDA: Last date is validated at 2026-01-13
[2026-01-13T20:36:39.780078] [INFO ] [LOCAL     ] WGO: Saved forecast.
[2026-01-13T20:36:39.780148] [INFO ] [main      ] WGO: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=42.9021%)
[2026-01-13T20:36:39.780588] [INFO ] [main      ] Progress: 352/378 forecasts completed (93.1%). WGO finished in 0.7s. ETA: 4.6s. Rate: 342.09 forecasts/min
[2026-01-13T20:36:39.780719] [INFO ] [main      ] Fetching symbol history for SCM...
[2026-01-13T20:36:39.780764] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2026-01-13T20:36:39.794301] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.796040] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2026-01-13T20:36:39.796096] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2026-01-13T20:36:39.796128] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2026-01-13T20:36:39.796955] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:39.797019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:39.799104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:39.799663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:39.800263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-13T20:36:39.857845] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:39.882335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:39.887153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:39.889849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:39.890999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.926052] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2026-01-13T20:36:39.926117] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.2565%)
[2026-01-13T20:36:39.926272] [INFO ] [main      ] Fetching symbol history for CASS...
[2026-01-13T20:36:39.926314] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2026-01-13T20:36:39.926925] [INFO ] [main      ] Progress: 353/378 forecasts completed (93.4%). SDA finished in 0.6s. ETA: 4.4s. Rate: 342.25 forecasts/min
[2026-01-13T20:36:39.937125] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:39.938093] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2026-01-13T20:36:39.938149] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2026-01-13T20:36:39.938179] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2026-01-13T20:36:39.939141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:39.939518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:39.940314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:39.943084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:39.945310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:39.947736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-13T20:36:39.949494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:39.981110] [DEBUG] [MAG       ] BAP: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.041982] [DEBUG] [MAG       ] ELME: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.156763] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.225551] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.268419] [DEBUG] [MAG       ] SCM: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.282882] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-13T20:36:40.282954] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=50.152%)
[2026-01-13T20:36:40.283124] [INFO ] [main      ] Fetching symbol history for RARE...
[2026-01-13T20:36:40.283170] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2026-01-13T20:36:40.284673] [INFO ] [main      ] Progress: 354/378 forecasts completed (93.7%). BAP finished in 0.7s. ETA: 4.2s. Rate: 341.25 forecasts/min
[2026-01-13T20:36:40.292950] [DEBUG] [MAG       ] CASS: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.295230] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:40.296313] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2026-01-13T20:36:40.296369] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2026-01-13T20:36:40.296402] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2026-01-13T20:36:40.297223] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:40.297638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:40.299426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:40.300008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:40.300409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:40.302066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:40.302861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:40.304079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:40.304808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:40.306050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:40.335779] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2026-01-13T20:36:40.335849] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=139.30% (Conf=51.4368%)
[2026-01-13T20:36:40.336231] [INFO ] [main      ] Fetching symbol history for FOXA...
[2026-01-13T20:36:40.336283] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2026-01-13T20:36:40.336670] [INFO ] [main      ] Progress: 355/378 forecasts completed (93.9%). ELME finished in 0.9s. ETA: 4.0s. Rate: 341.93 forecasts/min
[2026-01-13T20:36:40.349093] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:40.350089] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2026-01-13T20:36:40.350143] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2026-01-13T20:36:40.350175] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2026-01-13T20:36:40.351064] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:40.351130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:40.356366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:40.358557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:40.359103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:40.359597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:40.360010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:40.362770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:40.363810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:40.365731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-13T20:36:40.370772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:40.445867] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.466434] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.510488] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2026-01-13T20:36:40.510554] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=59.7414%)
[2026-01-13T20:36:40.511195] [INFO ] [main      ] Fetching symbol history for GLTO...
[2026-01-13T20:36:40.511247] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2026-01-13T20:36:40.511652] [INFO ] [main      ] Progress: 356/378 forecasts completed (94.2%). SCM finished in 0.7s. ETA: 3.9s. Rate: 341.93 forecasts/min
[2026-01-13T20:36:40.523028] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:40.524923] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2026-01-13T20:36:40.524975] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2026-01-13T20:36:40.525006] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2026-01-13T20:36:40.525982] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-13T20:36:40.526046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:40.531006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:40.531822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:40.532817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:40.556805] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2026-01-13T20:36:40.556870] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=53.6314%)
[2026-01-13T20:36:40.557430] [INFO ] [main      ] Fetching symbol history for HYXF...
[2026-01-13T20:36:40.557479] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2026-01-13T20:36:40.558654] [INFO ] [main      ] Progress: 357/378 forecasts completed (94.4%). CASS finished in 0.6s. ETA: 3.7s. Rate: 342.63 forecasts/min
[2026-01-13T20:36:40.569084] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:40.570382] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2026-01-13T20:36:40.570434] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2026-01-13T20:36:40.570465] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2026-01-13T20:36:40.571451] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:40.571511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:40.576704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:40.577718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:40.580235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:40.580384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:40.581855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:40.582029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:40.584274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-13T20:36:40.585653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-13T20:36:40.586785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-13T20:36:40.590022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:40.669064] [DEBUG] [MAG       ] RARE: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.747535] [DEBUG] [MAG       ] FOXA: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.861909] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.926064] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:40.928154] [DEBUG] [MAG       ] HYXF: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.944339] [DEBUG] [MAG       ] GLTO: Last date is validated at 2026-01-13
[2026-01-13T20:36:40.976443] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2026-01-13T20:36:40.976512] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=56.2885%)
[2026-01-13T20:36:40.976689] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-13T20:36:40.976733] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-13T20:36:40.977846] [INFO ] [main      ] Progress: 358/378 forecasts completed (94.7%). RARE finished in 0.7s. ETA: 3.5s. Rate: 341.30 forecasts/min
[2026-01-13T20:36:40.989505] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:40.990669] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-13T20:36:40.990723] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-13T20:36:40.990755] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-13T20:36:40.991567] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:40.991654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:40.996669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:40.998545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:40.999093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-13T20:36:40.999805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-13T20:36:41.002024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.027506] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2026-01-13T20:36:41.027594] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=53.3053%)
[2026-01-13T20:36:41.028011] [INFO ] [main      ] Progress: 359/378 forecasts completed (95.0%). FOXA finished in 0.7s. ETA: 3.3s. Rate: 341.98 forecasts/min
[2026-01-13T20:36:41.028151] [INFO ] [main      ] Fetching symbol history for GSL...
[2026-01-13T20:36:41.028197] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2026-01-13T20:36:41.040454] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.043496] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2026-01-13T20:36:41.043563] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2026-01-13T20:36:41.043616] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2026-01-13T20:36:41.044741] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:41.044835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.050232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:41.052194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.109205] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.120833] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.175197] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2026-01-13T20:36:41.175266] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=41.5907%)
[2026-01-13T20:36:41.175744] [INFO ] [main      ] Fetching symbol history for ENVX...
[2026-01-13T20:36:41.175798] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2026-01-13T20:36:41.176651] [INFO ] [main      ] Progress: 360/378 forecasts completed (95.2%). HYXF finished in 0.6s. ETA: 3.2s. Rate: 342.13 forecasts/min
[2026-01-13T20:36:41.187521] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.188660] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2026-01-13T20:36:41.188716] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2026-01-13T20:36:41.188749] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2026-01-13T20:36:41.189526] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:41.189607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:41.191493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:41.192014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:41.194491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:41.195309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:41.195971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.245775] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2026-01-13T20:36:41.245847] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=25.50% (Conf=61.9164%)
[2026-01-13T20:36:41.246227] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-13T20:36:41.246277] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-13T20:36:41.247665] [INFO ] [main      ] Progress: 361/378 forecasts completed (95.5%). GLTO finished in 0.7s. ETA: 3.0s. Rate: 342.69 forecasts/min
[2026-01-13T20:36:41.258071] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.258981] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-13T20:36:41.259039] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-13T20:36:41.259074] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-13T20:36:41.259864] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:41.259934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.264850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:41.266682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:41.267159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:41.267544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:41.268432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-13T20:36:41.270648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:41.271662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.361604] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-13
[2026-01-13T20:36:41.415084] [DEBUG] [MAG       ] GSL: Last date is validated at 2026-01-13
[2026-01-13T20:36:41.536874] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.595115] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.609472] [DEBUG] [MAG       ] ENVX: Last date is validated at 2026-01-13
[2026-01-13T20:36:41.625484] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-13
[2026-01-13T20:36:41.670247] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-13T20:36:41.670318] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=57.3855%)
[2026-01-13T20:36:41.670498] [INFO ] [main      ] Fetching symbol history for ALVO...
[2026-01-13T20:36:41.670544] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2026-01-13T20:36:41.671219] [INFO ] [main      ] Progress: 362/378 forecasts completed (95.8%). CMI finished in 0.7s. ETA: 2.8s. Rate: 341.36 forecasts/min
[2026-01-13T20:36:41.671768] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2026-01-13T20:36:41.671837] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=49.4084%)
[2026-01-13T20:36:41.672150] [INFO ] [main      ] Fetching symbol history for GEN...
[2026-01-13T20:36:41.672202] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2026-01-13T20:36:41.672811] [INFO ] [main      ] Progress: 363/378 forecasts completed (96.0%). GSL finished in 0.6s. ETA: 2.6s. Rate: 342.29 forecasts/min
[2026-01-13T20:36:41.684133] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.685166] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.685501] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2026-01-13T20:36:41.685558] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2026-01-13T20:36:41.685623] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2026-01-13T20:36:41.685967] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2026-01-13T20:36:41.686023] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-13T20:36:41.686055] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2026-01-13T20:36:41.686408] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:41.686467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.686933] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:41.687003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.691268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-13T20:36:41.692108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.692271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-13T20:36:41.786267] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.807018] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:41.810852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-13T20:36:41.812282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:41.813065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-13T20:36:41.815916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-13T20:36:41.832656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.870816] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2026-01-13T20:36:41.870882] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-6.81% (Conf=61.8475%)
[2026-01-13T20:36:41.871041] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-13T20:36:41.871274] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-13T20:36:41.872673] [INFO ] [main      ] Progress: 364/378 forecasts completed (96.3%). ENVX finished in 0.7s. ETA: 2.5s. Rate: 342.16 forecasts/min
[2026-01-13T20:36:41.882245] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.883138] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-13T20:36:41.883188] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-13T20:36:41.883219] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-13T20:36:41.883989] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:41.884051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.888859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-13T20:36:41.889676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:41.890494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:41.892916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:41.894141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-13T20:36:41.896121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:41.918908] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-13T20:36:41.918991] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=53.9295%)
[2026-01-13T20:36:41.919377] [INFO ] [main      ] Fetching symbol history for EVAX...
[2026-01-13T20:36:41.919428] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2026-01-13T20:36:41.919659] [INFO ] [main      ] Progress: 365/378 forecasts completed (96.6%). GSBC finished in 0.7s. ETA: 2.3s. Rate: 342.85 forecasts/min
[2026-01-13T20:36:41.930301] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:41.931197] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2026-01-13T20:36:41.931248] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2026-01-13T20:36:41.931280] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2026-01-13T20:36:41.932106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:41.932168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:41.937079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:41.938917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:41.939388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:41.939870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:41.940438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:41.941694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:42.051991] [DEBUG] [MAG       ] ALVO: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.189646] [DEBUG] [MAG       ] GEN: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.227247] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.247722] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.289509] [DEBUG] [MAG       ] EVAX: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.293783] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2026-01-13T20:36:42.293848] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-3.58% (Conf=47.8626%)
[2026-01-13T20:36:42.294209] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-13T20:36:42.294260] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-13T20:36:42.295015] [INFO ] [main      ] Progress: 366/378 forecasts completed (96.8%). ALVO finished in 0.6s. ETA: 2.1s. Rate: 341.78 forecasts/min
[2026-01-13T20:36:42.305516] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:42.306424] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-13T20:36:42.306480] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-13T20:36:42.306511] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-13T20:36:42.307327] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-13T20:36:42.307391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:42.312194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:42.313974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:42.314438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:42.314841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-13T20:36:42.353801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-13T20:36:42.354972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-13T20:36:42.364247] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.401768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-13T20:36:42.404801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:42.416871] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.445478] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2026-01-13T20:36:42.445544] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=51.32%)
[2026-01-13T20:36:42.445721] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2026-01-13T20:36:42.445765] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2026-01-13T20:36:42.446769] [INFO ] [main      ] Progress: 367/378 forecasts completed (97.1%). GEN finished in 0.8s. ETA: 1.9s. Rate: 341.90 forecasts/min
[2026-01-13T20:36:42.456768] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:42.457835] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2026-01-13T20:36:42.457890] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2026-01-13T20:36:42.457922] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2026-01-13T20:36:42.458349] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.459055] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-13T20:36:42.459117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:42.460810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:42.461322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:42.461745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:42.462786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-13T20:36:42.467030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-13T20:36:42.467755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:42.538605] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2026-01-13T20:36:42.538674] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=9.34% (Conf=53.2426%)
[2026-01-13T20:36:42.538838] [INFO ] [main      ] Fetching symbol history for WH...
[2026-01-13T20:36:42.538883] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2026-01-13T20:36:42.539941] [INFO ] [main      ] Progress: 368/378 forecasts completed (97.4%). EVAX finished in 0.6s. ETA: 1.8s. Rate: 342.34 forecasts/min
[2026-01-13T20:36:42.550036] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:42.551114] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2026-01-13T20:36:42.551166] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2026-01-13T20:36:42.551199] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2026-01-13T20:36:42.552001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-13T20:36:42.552062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-13T20:36:42.552665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-13T20:36:42.554791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:42.562453] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-13T20:36:42.562520] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-5.05% (Conf=65.5803%)
[2026-01-13T20:36:42.562881] [INFO ] [main      ] Progress: 369/378 forecasts completed (97.6%). SATS finished in 0.7s. ETA: 1.6s. Rate: 343.15 forecasts/min
[2026-01-13T20:36:42.563005] [INFO ] [main      ] Fetching symbol history for CTS...
[2026-01-13T20:36:42.563047] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2026-01-13T20:36:42.573371] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:42.575139] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2026-01-13T20:36:42.575190] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2026-01-13T20:36:42.575221] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2026-01-13T20:36:42.576009] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-13T20:36:42.576086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:42.580898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:42.582694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:42.583166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:42.583554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:42.752656] [DEBUG] [MAG       ] RCS: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.811214] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.903042] [DEBUG] [MAG       ] WH: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.923676] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.925814] [DEBUG] [MAG       ] CTS: Last date is validated at 2026-01-13
[2026-01-13T20:36:42.981055] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:42.986675] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-13T20:36:42.986741] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=42.3952%)
[2026-01-13T20:36:42.987094] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-13T20:36:42.987145] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-13T20:36:42.987661] [INFO ] [main      ] Progress: 370/378 forecasts completed (97.9%). RCS finished in 0.7s. ETA: 1.4s. Rate: 341.83 forecasts/min
[2026-01-13T20:36:43.000152] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:43.001289] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-13T20:36:43.001352] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-13T20:36:43.001385] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-13T20:36:43.002181] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-13T20:36:43.002244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:43.007202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:43.009299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:43.009838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:43.010430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-13T20:36:43.012878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-13T20:36:43.013529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-13T20:36:43.018340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:43.077412] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2026-01-13T20:36:43.077477] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=52.4798%)
[2026-01-13T20:36:43.077861] [INFO ] [main      ] Fetching symbol history for VLY...
[2026-01-13T20:36:43.077916] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2026-01-13T20:36:43.078656] [INFO ] [main      ] Progress: 371/378 forecasts completed (98.1%). ZEPP finished in 0.6s. ETA: 1.2s. Rate: 342.27 forecasts/min
[2026-01-13T20:36:43.080433] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.090418] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:43.091505] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2026-01-13T20:36:43.091560] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2026-01-13T20:36:43.091611] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2026-01-13T20:36:43.092391] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-13T20:36:43.092459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:43.094241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:43.094782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:43.095245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:43.096181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-13T20:36:43.098011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-13T20:36:43.099263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-13T20:36:43.100536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-13T20:36:43.102606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-13T20:36:43.103717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-13T20:36:43.105372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-13T20:36:43.106466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-13T20:36:43.107174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:43.161436] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.182194] [INFO ] [LOCAL     ] WH: Saved forecast.
[2026-01-13T20:36:43.182263] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=66.5492%)
[2026-01-13T20:36:43.182975] [INFO ] [main      ] Fetching symbol history for PLRX...
[2026-01-13T20:36:43.183030] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2026-01-13T20:36:43.183654] [INFO ] [main      ] Progress: 372/378 forecasts completed (98.4%). WH finished in 0.6s. ETA: 1.1s. Rate: 342.64 forecasts/min
[2026-01-13T20:36:43.195323] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:43.196363] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2026-01-13T20:36:43.196422] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2026-01-13T20:36:43.196455] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2026-01-13T20:36:43.197290] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:43.197351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-13T20:36:43.198472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:43.247679] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2026-01-13T20:36:43.247748] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=54.9336%)
[2026-01-13T20:36:43.247903] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-13T20:36:43.248457] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-13T20:36:43.249339] [INFO ] [main      ] Progress: 373/378 forecasts completed (98.7%). CTS finished in 0.7s. ETA: 0.9s. Rate: 343.22 forecasts/min
[2026-01-13T20:36:43.261284] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:43.262288] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-13T20:36:43.262342] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-13T20:36:43.262376] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-13T20:36:43.263181] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-13T20:36:43.263243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-13T20:36:43.268195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-13T20:36:43.270021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-13T20:36:43.270508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-13T20:36:43.270979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-13T20:36:43.271382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:43.441207] [DEBUG] [MAG       ] STTK: Last date is validated at 2026-01-13
[2026-01-13T20:36:43.457442] [DEBUG] [MAG       ] VLY: Last date is validated at 2026-01-13
[2026-01-13T20:36:43.545473] [DEBUG] [MAG       ] PLRX: Last date is validated at 2026-01-13
[2026-01-13T20:36:43.613014] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.618361] [DEBUG] [MAG       ] EFC: Last date is validated at 2026-01-13
[2026-01-13T20:36:43.630024] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.677623] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-13T20:36:43.677699] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=58.6258%)
[2026-01-13T20:36:43.678086] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-13T20:36:43.678138] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-13T20:36:43.678663] [INFO ] [main      ] Progress: 374/378 forecasts completed (98.9%). STTK finished in 0.7s. ETA: 0.7s. Rate: 341.89 forecasts/min
[2026-01-13T20:36:43.690171] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-13T20:36:43.691317] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-13T20:36:43.691368] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-13T20:36:43.691399] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-13T20:36:43.692215] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-13T20:36:43.692275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-13T20:36:43.693219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-13T20:36:43.701711] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2026-01-13T20:36:43.701778] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=55.9151%)
[2026-01-13T20:36:43.702168] [INFO ] [main      ] Progress: 375/378 forecasts completed (99.2%). VLY finished in 0.6s. ETA: 0.5s. Rate: 342.68 forecasts/min
[2026-01-13T20:36:43.780649] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.798961] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:43.857907] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-13T20:36:43.857993] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=52.416%)
[2026-01-13T20:36:43.858372] [INFO ] [main      ] Progress: 376/378 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.4s. Rate: 342.78 forecasts/min
[2026-01-13T20:36:43.938034] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2026-01-13T20:36:43.938102] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-68.72% (Conf=37.298%)
[2026-01-13T20:36:43.938566] [INFO ] [main      ] Progress: 377/378 forecasts completed (99.7%). PLRX finished in 0.8s. ETA: 0.2s. Rate: 343.27 forecasts/min
[2026-01-13T20:36:44.036621] [DEBUG] [MAG       ] GBDC: Last date is validated at 2026-01-13
[2026-01-13T20:36:44.208762] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-14
[2026-01-13T20:36:44.265548] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-13T20:36:44.265634] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-1.69% (Conf=55.9223%)
[2026-01-13T20:36:44.266121] [INFO ] [main      ] Progress: 378/378 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 342.48 forecasts/min
[2026-01-13T20:36:44.293170] [INFO ] [main      ] Parallel forecast generation completed in 1m 6s. Processed 378 forecasts.
[2026-01-13T20:36:44.293320] [INFO ] [main      ] Generated and saved 378 forecast pairs.
[2026-01-13T20:36:45.069704] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (378/378 @ 100.00%)'
[2026-01-13T20:36:45.070943] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-13T20:36:45.071013] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-13T20:36:45.071391] [INFO ] [main      ] Found 40 forecast dates
[2026-01-13T20:36:45.071432] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-13T20:36:45.182814] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-13T20:36:45.186011] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-13T20:36:45.186121] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-13T20:36:45.277094] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-13T20:36:45.278728] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-13T20:36:45.278829] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-13T20:36:45.400206] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-13T20:36:45.401966] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-13T20:36:45.402069] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-13T20:36:45.488143] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-13T20:36:45.489731] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-13T20:36:45.489841] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-13T20:36:45.596855] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-13T20:36:45.618283] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-13T20:36:45.618405] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-13T20:36:45.731088] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-13T20:36:45.733023] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-13T20:36:45.733139] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-13T20:36:45.838251] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-13T20:36:45.841153] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-13T20:36:45.841267] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-13T20:36:45.956282] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-13T20:36:45.958066] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-13T20:36:45.958179] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-13T20:36:46.150766] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-13T20:36:46.154522] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-13T20:36:46.154705] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-13T20:36:46.305664] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-13T20:36:46.308587] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-13T20:36:46.308767] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-13T20:36:46.482982] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-13T20:36:46.485651] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-13T20:36:46.485788] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-13T20:36:46.695233] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-13T20:36:46.698507] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-13T20:36:46.698678] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-13T20:36:46.904584] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-13T20:36:46.907906] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-13T20:36:46.908088] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-13T20:36:47.122120] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-13T20:36:47.125420] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-13T20:36:47.125600] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-13T20:36:47.333480] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-13T20:36:47.337170] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-13T20:36:47.337364] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-13T20:36:47.534892] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-13T20:36:47.538400] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-13T20:36:47.538600] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-13T20:36:47.629813] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-13T20:36:47.631501] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-13T20:36:47.631630] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-13T20:36:47.718040] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-13T20:36:47.719645] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-13T20:36:47.719740] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-13T20:36:47.803071] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-13T20:36:47.804603] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-13T20:36:47.804698] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-13T20:36:47.885115] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-13T20:36:47.886694] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-13T20:36:47.886800] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-13T20:36:47.969531] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-13T20:36:47.971118] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-13T20:36:47.971213] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-13T20:36:48.076023] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-13T20:36:48.077834] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-13T20:36:48.077942] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-13T20:36:48.200612] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-13T20:36:48.202231] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-13T20:36:48.202335] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-13T20:36:48.281129] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-13T20:36:48.282641] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-13T20:36:48.282732] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-13T20:36:48.380543] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-13T20:36:48.382179] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-13T20:36:48.382273] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-13T20:36:48.463969] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-13T20:36:48.466176] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-13T20:36:48.466323] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-13T20:36:48.545376] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-13T20:36:48.546932] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-13T20:36:48.547040] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-13T20:36:48.631229] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-13T20:36:48.632645] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-13T20:36:48.632743] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-13T20:36:48.729384] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-13T20:36:48.730951] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-13T20:36:48.731052] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-13T20:36:48.826165] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-13T20:36:48.827694] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-13T20:36:48.827785] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-13T20:36:48.925054] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-13T20:36:48.926600] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-13T20:36:48.926695] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-13T20:36:49.012740] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-13T20:36:49.014246] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-13T20:36:49.014332] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-13T20:36:49.106422] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-13T20:36:49.107934] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-13T20:36:49.108053] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-13T20:36:49.202007] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-13T20:36:49.203601] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-13T20:36:49.203695] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-13T20:36:49.292287] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-13T20:36:49.293862] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-13T20:36:49.293963] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-13T20:36:49.374518] [INFO ] [main      ] Overwriting existing report for 2026-01-08
[2026-01-13T20:36:49.376012] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-13T20:36:49.376110] [INFO ] [main      ] Processing forecast date: 2026-01-09
[2026-01-13T20:36:49.452310] [INFO ] [main      ] Overwriting existing report for 2026-01-09
[2026-01-13T20:36:49.453811] [INFO ] [main      ] Generated forecast report for 2026-01-09: 392 forecasts
[2026-01-13T20:36:49.453906] [INFO ] [main      ] Processing forecast date: 2026-01-12
[2026-01-13T20:36:49.541752] [INFO ] [main      ] Overwriting existing report for 2026-01-12
[2026-01-13T20:36:49.543335] [INFO ] [main      ] Generated forecast report for 2026-01-12: 417 forecasts
[2026-01-13T20:36:49.543440] [INFO ] [main      ] Processing forecast date: 2026-01-13
[2026-01-13T20:36:49.622243] [INFO ] [main      ] Overwriting existing report for 2026-01-13
[2026-01-13T20:36:49.623720] [INFO ] [main      ] Generated forecast report for 2026-01-13: 385 forecasts
[2026-01-13T20:36:49.623810] [INFO ] [main      ] Processing forecast date: 2026-01-14
[2026-01-13T20:36:49.632622] [INFO ] [main      ] Generated forecast report for 2026-01-14: 378 forecasts
[2026-01-13T20:36:49.632707] [INFO ] [main      ] Generated 40/40 forecast reports
[2026-01-13T20:36:49.632755] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-14.txt
[2026-01-13T20:36:50.414400] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-14'
[2026-01-13T20:36:50.414617] [INFO ] [main      ] Forecast report email sent for 2026-01-14
[2026-01-13T20:36:50.414682] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-13T20:36:50.414912] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-13T20:36:50.415072] [INFO ] [STATE     ] Last completion updated: 2026-01-13T20:36:50.414965