[2025-12-31T20:30:02.740471] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-31T20:30:02.922704] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-31T20:30:03.098479] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-31T20:30:03.280727] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-31T20:30:03.463235] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-31T20:30:03.463615] [WARN ] [STATE     ] State set to: WAITING
[2025-12-31T20:30:03.463678] [INFO ] [STATE     ] Checking service statuses...
[2025-12-31T20:30:03.470230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:03.475151] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:03.551536] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:03.626592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:03.695451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:03.695565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:06.700681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:06.704329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:06.708194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:06.712081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:06.715843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:06.715962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:09.721595] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:09.725709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:09.729567] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:09.733628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:09.737319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:09.737423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:12.743931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:12.747492] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:12.750902] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:12.754208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:12.757533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:12.757623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:15.762611] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:15.766219] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:15.769814] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:15.773917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:15.777495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:15.777626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:18.782843] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:18.787173] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:18.791525] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:18.795090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:18.798479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:18.798559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:21.804237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:21.807914] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:21.811514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:21.815467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:21.818907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:21.818984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:24.824431] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:24.828595] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:24.832364] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:24.836117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:24.839884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:24.839977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:27.844544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:27.847936] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:27.851303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:27.854648] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:27.857950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:27.858018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:30.862816] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:30.866717] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:30.870439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:30.874289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:30.878134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:30.878223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:33.884408] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:33.888029] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:33.894604] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:33.898491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:33.907326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:33.907415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:36.912687] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:36.916504] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:36.920292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:36.923990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:36.927822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:36.927924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:39.932738] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:39.936479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:39.940358] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:39.944042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:39.947722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:39.947827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:42.953112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:42.957232] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:42.961135] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:42.965372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:42.969634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:42.969724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:45.976065] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:45.980068] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:45.983443] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:45.986710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:45.990065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:45.990145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:48.995523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:48.999459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:49.003323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:49.007294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:49.010764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:49.010837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:52.015487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:52.019496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:52.024225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:52.028827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:52.033256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:52.033357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:55.038245] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:55.042053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:55.045418] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:55.049076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:55.053941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:55.054070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:30:58.058735] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:30:58.062411] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:30:58.066223] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:30:58.070379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:30:58.074355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:30:58.074457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:01.078908] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:01.082451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:01.086061] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:01.089833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:01.093316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:01.093395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:04.098438] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:04.102143] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:04.169492] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:04.236634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:04.305335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:04.305458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:07.309968] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:07.313776] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:07.317487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:07.321351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:07.325787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:07.325921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:10.331135] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:10.335369] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:10.339330] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:10.343251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:10.347224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:10.347325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:13.353518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:13.358323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:13.363282] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:13.368177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:13.373029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:13.373142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:16.379992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:16.384650] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:16.388495] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:16.393037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:16.397824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:16.397956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:19.404530] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:19.409209] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:19.413832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:19.418455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:19.422114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:19.422184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:22.428762] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:22.432658] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:22.436393] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:22.439988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:22.443661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:22.443776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:25.448978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:25.452836] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:25.456489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:25.460192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:25.463709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:25.463782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:28.468918] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:28.473278] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:28.476860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:28.480092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:28.483281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:28.483357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:31.488008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:31.491978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:31.495617] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:31.499278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:31.503152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:31.503270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:34.508138] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:34.511829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:34.516181] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:34.519903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:34.523493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:34.523564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:37.528707] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:37.532116] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:37.535460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:37.538971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:37.542408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:37.542498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:40.547123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:40.550592] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:40.553893] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:40.557151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:40.560454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:40.560529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:43.565707] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:43.569776] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:43.573434] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:43.577051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:43.580765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:43.580865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:46.586416] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:46.591177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:46.595407] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:46.599488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:46.603514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:46.603626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:49.608745] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:49.613209] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:49.617310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:49.621127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:49.624670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:49.624747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:52.629806] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:52.634354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:52.639040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:52.643124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:52.646658] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:52.646736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:55.652322] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:55.656522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:55.660444] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:55.664022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:55.667969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:55.668101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:31:58.675032] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:31:58.678735] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:31:58.682041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:31:58.685251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:31:58.689401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:31:58.689559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:01.694538] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:01.698665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:01.702279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:01.705962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:01.709666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:01.709760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:04.715054] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:04.719079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:04.723796] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:04.728169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:04.732524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:04.732647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:07.737315] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:07.740970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:07.744445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:07.747861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:07.751366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:07.751441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:10.756348] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:10.759819] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:10.763728] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:10.767138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:10.770419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:10.770490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:13.776279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:13.781404] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:13.786283] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:13.791080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:13.795798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:13.795906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:16.800729] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:16.804532] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:16.807931] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:16.811483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:16.814855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:16.814928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:19.820390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:19.824465] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:19.828162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:19.831754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:19.835066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:19.835141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:22.839696] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:22.843311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:22.846743] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:22.849991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:22.853225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:22.853296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:25.857855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:25.861590] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:25.865081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:25.868634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:25.872160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:25.872251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:28.878531] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:28.882937] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:28.886770] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:28.890405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:28.894003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:28.894105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:31.899879] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:31.904220] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:31.908295] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:31.912266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:31.916167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:31.916256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:34.921780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:34.925846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:34.930703] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:34.935109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:34.939551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:34.939671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:37.945422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:37.949664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:37.953648] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:37.957729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:37.961837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:37.961985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:40.968351] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:40.972449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:40.976446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:40.981252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:40.985745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:40.985857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:43.992882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:43.997727] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:44.002459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:44.006530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:44.010136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:44.010253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:47.015498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:47.019078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:47.022435] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:47.025637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:47.028861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:47.028930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:50.034342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:50.038604] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:50.042824] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:50.046909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:50.051202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:50.051284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:53.057688] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:53.061717] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:53.065218] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:53.068560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:53.071994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:53.072063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:56.077944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:56.082205] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:56.085885] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:56.089711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:56.093221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:56.093296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:32:59.098709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:32:59.102535] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:32:59.106086] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:32:59.109592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:32:59.113256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:32:59.113345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:02.118485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:02.122422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:02.126063] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:02.130233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:02.134954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:02.135092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:05.140018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:05.144166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:05.148773] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:05.216872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:05.221033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:05.221103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:08.227443] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:08.232678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:08.237719] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:08.242566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:08.247447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:08.247559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:11.254356] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:11.259315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:11.264112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:11.269026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:11.273996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:11.274107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:14.280106] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:14.283866] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:14.287040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:14.290221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:14.293398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:14.293482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:17.298952] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:17.305901] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:17.309270] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:17.312627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:17.315992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:17.316063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:20.322617] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:20.327207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:20.331939] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:20.338403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:20.345744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:20.345908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:23.350972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:23.354386] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:23.357633] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:23.361036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:23.364326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:23.364396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:26.370485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:26.376143] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:26.380824] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:26.385874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:26.390704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:26.390801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:29.396848] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:29.400394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:29.403623] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:29.406823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:29.410903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:29.411032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:32.416233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:32.419786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:32.423263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:32.426668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:32.430083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:32.430160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:35.435279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:35.438962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:35.446873] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:35.451089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:35.455147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:35.455245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:38.460804] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:38.465154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:38.469179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:38.472824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:38.476374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:38.476465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:41.481614] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:41.485993] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:41.490058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:41.493593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:41.497311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:41.497422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:44.502956] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:44.506624] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:44.510045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:44.513400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:44.516628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:44.516700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:47.522702] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:47.527869] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:47.532974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:47.538512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:47.544361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:47.544497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:50.551777] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:50.557075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:50.561447] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:50.566141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:50.569857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:50.570131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:53.575625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:53.579333] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:53.582631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:53.586121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:53.590130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:53.590245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:56.598131] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:56.603344] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:56.608063] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:56.611828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:56.615130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:56.615219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:33:59.620347] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:33:59.623835] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:33:59.627305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:33:59.630901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:33:59.634332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:33:59.634408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:02.641642] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:02.646867] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:02.652415] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:02.658343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:02.662767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:02.662859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:05.669532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:05.675166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:05.681182] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:05.686351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:05.691657] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:05.691767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:08.698297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:08.703715] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:08.707923] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:08.711639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:08.715174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:08.715261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:11.720413] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:11.724112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:11.727658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:11.731187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:11.734753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:11.734840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:14.740120] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:14.744200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:14.747718] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:14.751028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:14.754438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:14.754527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:17.761303] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:17.765935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:17.769687] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:17.774250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:17.778743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:17.778869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:20.784866] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:20.789534] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:20.793108] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:20.796413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:20.799700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:20.799776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:23.804832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:23.808716] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:23.812180] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:23.815513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:23.818792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:23.818882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:26.824507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:26.828347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:26.831703] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:26.834976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:26.838376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:26.838456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:29.843882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:29.849174] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:29.853183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:29.856565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:29.860129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:29.860205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:32.865753] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:32.869093] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:32.872408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:32.875821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:32.879386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:32.879468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:35.886834] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:35.891565] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:35.900085] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:35.904414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:35.920992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:35.921109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:38.925888] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:38.929469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:38.932901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:38.936272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:38.939677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:38.939775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:41.944817] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:41.948679] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:41.952381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:41.955986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:41.959398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:41.959478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:44.964410] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:44.968402] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:44.972212] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:44.975826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:44.979391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:44.979506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:47.984446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:47.988372] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:47.992481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:47.996248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:47.999944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:48.000025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:51.006693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:51.011649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:51.016971] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:51.021970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:51.026441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:51.026540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:54.031751] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:54.035943] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:54.039492] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:54.042909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:54.046200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:54.046274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:34:57.051604] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:34:57.056888] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:34:57.061221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:34:57.065811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:34:57.070016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:34:57.070095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:00.075090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:00.078736] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:00.082487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:00.085963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:00.089438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:00.089528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:03.094136] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:03.097858] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:03.101259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:03.104608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:03.107860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:03.107941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:06.113022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:06.116334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:06.183184] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:06.250936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:06.318320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:06.318480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:09.324775] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:09.329100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:09.332670] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:09.336771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:09.341327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:09.341431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:12.347354] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:12.351970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:12.355834] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:12.359560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:12.363136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:12.363231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:15.369185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:15.372912] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:15.376288] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:15.379821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:15.383388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:15.383519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:18.388436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:18.392390] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:18.396204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-31T20:35:18.400163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:18.404145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:18.404230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-31T20:35:21.408927] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-31T20:35:21.412669] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:21.416018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-31T20:35:21.419379] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-31), and is a dependency of this service.
[2025-12-31T20:35:21.422827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-31T20:35:21.426294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-31T20:35:21.426564] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-31T20:35:21.426733] [INFO ] [MODE      ] Using multithreaded
[2025-12-31T20:35:21.426848] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-31T20:35:21.432798] [DEBUG] [REMOTE    ] Found 56 available forecast dates.
[2025-12-31T20:35:21.433024] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-02.txt'.
[2025-12-31T20:35:21.440184] [DEBUG] [REMOTE    ] Fetched 3534 signal forecasts for 2026-01-02.
[2025-12-31T20:35:21.465888] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-31T20:35:21.467144] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-31T20:35:21.467203] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-31T20:35:22.058734] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-31T20:35:22.068005] [INFO ] [MODE      ] Using multithreaded
[2025-12-31T20:35:22.068189] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-31T20:35:22.068307] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-31T20:35:22.076766] [DEBUG] [REMOTE    ] Found 56 available forecast dates.
[2025-12-31T20:35:22.077049] [INFO ] [main      ] Found available forecast date (2026-01-02).
[2025-12-31T20:35:22.077145] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-02.txt'.
[2025-12-31T20:35:22.086393] [DEBUG] [REMOTE    ] Fetched 3534 signal forecasts for 2026-01-02.
[2025-12-31T20:35:22.086662] [INFO ] [main      ] Fetched 3534 forecasts.
[2025-12-31T20:35:22.087064] [INFO ] [main      ] Found 409 high-confidence bullish forecasts (>= 90.0%).
[2025-12-31T20:35:22.087148] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 409 symbols
[2025-12-31T20:35:22.117498] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-31T20:35:22.117851] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-31T20:35:22.118126] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-31T20:35:22.118079] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-31T20:35:22.118380] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-31T20:35:22.118423] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-31T20:35:22.119816] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-31T20:35:22.120074] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-31T20:35:22.145289] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.145299] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.146386] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.146461] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-31T20:35:22.146461] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-31T20:35:22.146528] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-31T20:35:22.146530] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-31T20:35:22.146569] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-31T20:35:22.146602] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-31T20:35:22.147323] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-31T20:35:22.147406] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-31T20:35:22.147461] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-31T20:35:22.148813] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:22.148951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.149096] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-31T20:35:22.149410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:22.150343] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:22.150459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.152220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:22.152607] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.153680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:22.154143] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-31T20:35:22.154231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:22.154241] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-31T20:35:22.154306] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-31T20:35:22.156381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:22.156909] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:22.157023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.157163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:22.158786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:22.159065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:22.159737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:22.159913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:22.160353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:22.160744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.163304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:22.164910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.166081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:22.166664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:22.166706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:22.167795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:22.169681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:22.170855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:22.171600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:22.172389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:22.173128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:22.176216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.177544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:22.178693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.513146] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-31
[2025-12-31T20:35:22.539681] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-31
[2025-12-31T20:35:22.541617] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-31
[2025-12-31T20:35:22.542151] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-31
[2025-12-31T20:35:22.681125] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:22.705718] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:22.708698] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:22.726851] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:22.757907] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-31T20:35:22.757981] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=56.2675%)
[2025-12-31T20:35:22.758644] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-31T20:35:22.758701] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-31T20:35:22.758668] [INFO ] [main      ] Progress: 1/409 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 34s. Rate: 89.36 forecasts/min
[2025-12-31T20:35:22.769769] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.770840] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-31T20:35:22.770896] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-31T20:35:22.770930] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-31T20:35:22.771775] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:22.771840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.777043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:22.778921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:22.785210] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-31T20:35:22.785299] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.35% (Conf=51.9643%)
[2025-12-31T20:35:22.785832] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-31T20:35:22.785890] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-31T20:35:22.786656] [INFO ] [main      ] Progress: 2/409 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 22s. Rate: 171.56 forecasts/min
[2025-12-31T20:35:22.796758] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.797638] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-31T20:35:22.797689] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-31T20:35:22.797728] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-31T20:35:22.798491] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:22.798553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.802176] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-31T20:35:22.802247] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-2.81% (Conf=72.8115%)
[2025-12-31T20:35:22.802737] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-31T20:35:22.802794] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-31T20:35:22.803452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:22.803734] [INFO ] [main      ] Progress: 3/409 forecasts completed (0.7%). GPRE finished in 0.7s. ETA: 1m 37s. Rate: 251.21 forecasts/min
[2025-12-31T20:35:22.805326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:22.806105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:22.806621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:22.807372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:22.808356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.813273] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.814979] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-31T20:35:22.815032] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-31T20:35:22.815065] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-31T20:35:22.815853] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:22.815915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.820752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:22.821594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:22.822620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:22.823077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:22.823233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:22.823716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:22.824601] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-31T20:35:22.824678] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-31T20:35:22.824970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:22.825150] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-31T20:35:22.825212] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-31T20:35:22.825619] [INFO ] [main      ] Progress: 4/409 forecasts completed (1.0%). PFL finished in 0.7s. ETA: 1m 15s. Rate: 325.02 forecasts/min
[2025-12-31T20:35:22.825923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.826100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:22.836643] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:22.837745] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-31T20:35:22.837803] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-31T20:35:22.837844] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-31T20:35:22.838742] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:22.838804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:22.844209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:23.148258] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.165528] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.170181] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.218446] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.318493] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:23.339745] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:23.343228] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:23.400677] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-31T20:35:23.400744] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-4.06% (Conf=47.8997%)
[2025-12-31T20:35:23.401239] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-31T20:35:23.401305] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-31T20:35:23.401290] [INFO ] [main      ] Progress: 5/409 forecasts completed (1.2%). PMAX finished in 0.6s. ETA: 1m 46s. Rate: 228.30 forecasts/min
[2025-12-31T20:35:23.404253] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:23.410342] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-31T20:35:23.410406] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-6.28% (Conf=56.0096%)
[2025-12-31T20:35:23.410777] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-31T20:35:23.410832] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-31T20:35:23.411753] [INFO ] [main      ] Progress: 6/409 forecasts completed (1.5%). RRGB finished in 0.6s. ETA: 1m 29s. Rate: 271.79 forecasts/min
[2025-12-31T20:35:23.412183] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:23.413270] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-31T20:35:23.413323] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-31T20:35:23.413353] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-31T20:35:23.414171] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:23.414232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:23.419005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:23.422655] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:23.423352] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-31T20:35:23.423401] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-31T20:35:23.423431] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-31T20:35:23.424215] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:23.424275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:23.429042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:23.430846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:23.431345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:23.442932] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-31T20:35:23.443002] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=-0.52% (Conf=58.1949%)
[2025-12-31T20:35:23.443354] [INFO ] [main      ] Progress: 7/409 forecasts completed (1.7%). CCK finished in 0.7s. ETA: 1m 18s. Rate: 309.70 forecasts/min
[2025-12-31T20:35:23.443491] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-31T20:35:23.443534] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-31T20:35:23.454118] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:23.454990] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-31T20:35:23.455043] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-31T20:35:23.455074] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-31T20:35:23.455854] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:23.455920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:23.460944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:23.462318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:23.464222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:23.464838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:23.466246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:23.468372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:23.470190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:23.471364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:23.491707] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-31T20:35:23.491786] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=63.9039%)
[2025-12-31T20:35:23.492215] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-31T20:35:23.492272] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-31T20:35:23.493650] [INFO ] [main      ] Progress: 8/409 forecasts completed (2.0%). TS finished in 0.7s. ETA: 1m 10s. Rate: 341.29 forecasts/min
[2025-12-31T20:35:23.504402] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:23.505420] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-31T20:35:23.505480] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-31T20:35:23.505516] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-31T20:35:23.506397] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:23.506484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:23.511781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:23.512534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:23.515223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:23.529039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:23.575074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:23.575903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:23.809113] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.809509] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.871413] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.911852] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-31
[2025-12-31T20:35:23.974632] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:23.979261] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.036330] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-31T20:35:24.036421] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=51.3622%)
[2025-12-31T20:35:24.036856] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-31T20:35:24.036911] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-31T20:35:24.036903] [INFO ] [main      ] Progress: 9/409 forecasts completed (2.2%). SOJC finished in 0.6s. ETA: 1m 27s. Rate: 276.97 forecasts/min
[2025-12-31T20:35:24.040520] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.048102] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.049011] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-31T20:35:24.049072] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-31T20:35:24.049107] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-31T20:35:24.049935] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:24.049997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:24.050871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:24.051698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:24.052922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:24.054321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:24.055980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.077329] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.099295] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-31T20:35:24.099365] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.22% (Conf=40.3916%)
[2025-12-31T20:35:24.099763] [INFO ] [main      ] Progress: 10/409 forecasts completed (2.4%). PVL finished in 0.7s. ETA: 1m 20s. Rate: 298.13 forecasts/min
[2025-12-31T20:35:24.099905] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-31T20:35:24.099949] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-31T20:35:24.107751] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-31T20:35:24.107822] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=45.1008%)
[2025-12-31T20:35:24.108379] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2025-12-31T20:35:24.108433] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2025-12-31T20:35:24.108644] [INFO ] [main      ] Progress: 11/409 forecasts completed (2.7%). PAX finished in 0.6s. ETA: 1m 13s. Rate: 326.50 forecasts/min
[2025-12-31T20:35:24.110027] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.111397] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-31T20:35:24.111446] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-31T20:35:24.111477] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-31T20:35:24.112263] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:24.112323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:24.113198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:24.113965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:24.116821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.119557] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.121208] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2025-12-31T20:35:24.121265] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2025-12-31T20:35:24.121297] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2025-12-31T20:35:24.122177] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:24.122250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:24.124047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:24.124641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:24.125838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.152968] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-31T20:35:24.153036] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=42.2973%)
[2025-12-31T20:35:24.153628] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-31T20:35:24.153683] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-31T20:35:24.153642] [INFO ] [main      ] Progress: 12/409 forecasts completed (2.9%). CBNK finished in 0.8s. ETA: 1m 8s. Rate: 348.43 forecasts/min
[2025-12-31T20:35:24.164809] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.165620] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-31T20:35:24.165670] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-31T20:35:24.165701] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-31T20:35:24.166457] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:24.166516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:24.168216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:24.168727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:24.169127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:24.170095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.399338] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-31
[2025-12-31T20:35:24.457340] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-31
[2025-12-31T20:35:24.466091] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-31
[2025-12-31T20:35:24.508351] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-31
[2025-12-31T20:35:24.568678] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.626195] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.639299] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.675757] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:24.681712] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-31T20:35:24.681781] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-2.93% (Conf=60.1305%)
[2025-12-31T20:35:24.682157] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-31T20:35:24.682209] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-31T20:35:24.682199] [INFO ] [main      ] Progress: 13/409 forecasts completed (3.2%). AN finished in 0.6s. ETA: 1m 19s. Rate: 300.58 forecasts/min
[2025-12-31T20:35:24.692816] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.693793] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-31T20:35:24.693849] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-31T20:35:24.693882] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-31T20:35:24.694701] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:24.694765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:24.699792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:24.701560] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-31T20:35:24.701600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:24.701638] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=55.2775%)
[2025-12-31T20:35:24.702131] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-31T20:35:24.702136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:24.702185] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-31T20:35:24.702367] [INFO ] [main      ] Progress: 14/409 forecasts completed (3.4%). NKSH finished in 0.6s. ETA: 1m 14s. Rate: 321.20 forecasts/min
[2025-12-31T20:35:24.702546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:24.712171] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.713064] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-31T20:35:24.713121] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-31T20:35:24.713152] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-31T20:35:24.713926] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:35:24.733886] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-31T20:35:24.733966] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=-2.02% (Conf=25.6488%)
[2025-12-31T20:35:24.734416] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-31T20:35:24.734471] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-31T20:35:24.735661] [INFO ] [main      ] Progress: 15/409 forecasts completed (3.7%). DSX finished in 0.6s. ETA: 1m 10s. Rate: 339.82 forecasts/min
[2025-12-31T20:35:24.738490] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2025-12-31T20:35:24.738557] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=54.8245%)
[2025-12-31T20:35:24.738977] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-31T20:35:24.739031] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-31T20:35:24.739627] [INFO ] [main      ] Progress: 16/409 forecasts completed (3.9%). RUSHB finished in 0.6s. ETA: 1m 5s. Rate: 361.93 forecasts/min
[2025-12-31T20:35:24.747530] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.748467] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-31T20:35:24.748531] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-31T20:35:24.748569] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-31T20:35:24.750004] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:24.750176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:24.750673] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:24.751190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:24.751667] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-31T20:35:24.751720] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-31T20:35:24.751752] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-31T20:35:24.752550] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:24.753113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:24.753917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.752636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:24.756460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:24.757369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:24.759459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:24.820714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:24.823648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:25.056435] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.109655] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.115508] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.165212] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.225170] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.275765] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.290555] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.296838] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-31T20:35:25.297225] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.75% (Conf=64.8248%)
[2025-12-31T20:35:25.297666] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-31T20:35:25.297719] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-31T20:35:25.298867] [INFO ] [main      ] Progress: 17/409 forecasts completed (4.2%). PSCH finished in 0.6s. ETA: 1m 14s. Rate: 317.59 forecasts/min
[2025-12-31T20:35:25.309132] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:25.310293] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-31T20:35:25.310344] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-31T20:35:25.310376] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-31T20:35:25.311170] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:25.311233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:25.312931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:25.313442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:25.334125] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.343925] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-31T20:35:25.343994] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.14% (Conf=46.1078%)
[2025-12-31T20:35:25.344433] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-31T20:35:25.344485] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-31T20:35:25.344655] [INFO ] [main      ] Progress: 18/409 forecasts completed (4.4%). BFK finished in 0.6s. ETA: 1m 11s. Rate: 331.55 forecasts/min
[2025-12-31T20:35:25.356121] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:25.357699] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-31T20:35:25.357750] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-31T20:35:25.357781] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-31T20:35:25.358550] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:25.358626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:25.360359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:25.361148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:25.403511] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-31T20:35:25.403593] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-2.78% (Conf=55.629%)
[2025-12-31T20:35:25.403987] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-31T20:35:25.404038] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-31T20:35:25.404622] [INFO ] [main      ] Progress: 19/409 forecasts completed (4.6%). BBLG finished in 0.7s. ETA: 1m 8s. Rate: 343.64 forecasts/min
[2025-12-31T20:35:25.408942] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-31T20:35:25.409026] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-2.29% (Conf=72.4875%)
[2025-12-31T20:35:25.409228] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-31T20:35:25.409296] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-31T20:35:25.410623] [INFO ] [main      ] Progress: 20/409 forecasts completed (4.9%). IBM finished in 0.7s. ETA: 1m 5s. Rate: 361.07 forecasts/min
[2025-12-31T20:35:25.415413] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:25.416263] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-31T20:35:25.416314] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-31T20:35:25.416346] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-31T20:35:25.417124] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:25.417199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:25.422034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:25.422314] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:25.423296] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-31T20:35:25.423349] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-31T20:35:25.423382] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-31T20:35:25.423808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:25.424202] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:25.424269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:25.424299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:25.424758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:25.425113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:25.426513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:25.427506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:25.429283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:25.431129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:25.431656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:25.432445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:25.433341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:25.434186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:25.436895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:25.437679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:25.438733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:25.479710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:25.483746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:25.485132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:25.541766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:25.546351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:25.547253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:25.712959] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.797128] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.820246] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.882407] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.902437] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-31
[2025-12-31T20:35:25.962064] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.963682] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-31T20:35:25.963753] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=46.663%)
[2025-12-31T20:35:25.964167] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-31T20:35:25.964229] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-31T20:35:25.964675] [INFO ] [main      ] Progress: 21/409 forecasts completed (5.1%). SO finished in 0.6s. ETA: 1m 12s. Rate: 324.96 forecasts/min
[2025-12-31T20:35:25.977476] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:25.978651] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-31T20:35:25.978707] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-31T20:35:25.978738] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-31T20:35:25.979528] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:25.979610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:25.984464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:25.986372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:25.986474] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:25.986881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:25.987265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:25.988125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:25.990825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:25.991533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:25.993133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.071519] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-31T20:35:26.071631] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=68.3196%)
[2025-12-31T20:35:26.071859] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-31T20:35:26.071926] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-31T20:35:26.072910] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:26.072944] [INFO ] [main      ] Progress: 22/409 forecasts completed (5.4%). BAM finished in 0.7s. ETA: 1m 10s. Rate: 331.18 forecasts/min
[2025-12-31T20:35:26.084812] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.086018] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-31T20:35:26.086078] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-31T20:35:26.086112] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-31T20:35:26.087087] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:26.087156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:26.089332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:26.089962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:26.090402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:26.098304] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-31T20:35:26.098367] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-1.37% (Conf=44.6423%)
[2025-12-31T20:35:26.098735] [INFO ] [main      ] Progress: 23/409 forecasts completed (5.6%). MSA finished in 0.8s. ETA: 1m 7s. Rate: 344.01 forecasts/min
[2025-12-31T20:35:26.098857] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-31T20:35:26.098901] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-31T20:35:26.109962] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.110314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:26.111712] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-31T20:35:26.111772] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-31T20:35:26.111803] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-31T20:35:26.112193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.112557] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-31T20:35:26.112644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:26.117423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:26.119279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:26.119795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:26.120286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:26.120727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:26.121458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:26.122274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:26.124757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:26.183276] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-31T20:35:26.183343] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=51.1049%)
[2025-12-31T20:35:26.183864] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-31T20:35:26.183922] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-31T20:35:26.184652] [INFO ] [main      ] Progress: 24/409 forecasts completed (5.9%). ECPG finished in 0.8s. ETA: 1m 6s. Rate: 351.44 forecasts/min
[2025-12-31T20:35:26.196639] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.197533] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-31T20:35:26.197603] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-31T20:35:26.197648] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-31T20:35:26.198444] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:26.198508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:26.200326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:26.200889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:26.201727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:26.204099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:26.205648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.244545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:26.246508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:26.288303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:26.289408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:26.334029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:26.334946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:26.337115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:26.337708] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-31
[2025-12-31T20:35:26.339832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.483255] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-31
[2025-12-31T20:35:26.508480] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:26.556961] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-31
[2025-12-31T20:35:26.579382] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-31T20:35:26.579452] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=57.6102%)
[2025-12-31T20:35:26.579866] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-31T20:35:26.579920] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-31T20:35:26.581722] [INFO ] [main      ] Progress: 25/409 forecasts completed (6.1%). LBTYK finished in 0.6s. ETA: 1m 9s. Rate: 333.74 forecasts/min
[2025-12-31T20:35:26.592287] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.593222] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-31T20:35:26.593272] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-31T20:35:26.593303] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-31T20:35:26.594100] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:26.594161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:26.598972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:26.600767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:26.601237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:26.601639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:26.602347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:26.603879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:26.604591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.662702] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:26.685247] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-31
[2025-12-31T20:35:26.729900] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-31T20:35:26.729986] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-2.51% (Conf=51.7838%)
[2025-12-31T20:35:26.730171] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-31T20:35:26.730251] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-31T20:35:26.731666] [INFO ] [main      ] Progress: 26/409 forecasts completed (6.4%). BFIN finished in 0.7s. ETA: 1m 8s. Rate: 335.88 forecasts/min
[2025-12-31T20:35:26.734050] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:26.742997] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.743966] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-31T20:35:26.744018] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-31T20:35:26.744049] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-31T20:35:26.744884] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:26.744942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:26.749770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:26.751630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.858880] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:26.913769] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-31T20:35:26.913846] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.90% (Conf=70.4097%)
[2025-12-31T20:35:26.914283] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-31T20:35:26.914336] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-31T20:35:26.914314] [INFO ] [main      ] Progress: 27/409 forecasts completed (6.6%). PTON finished in 0.7s. ETA: 1m 8s. Rate: 335.61 forecasts/min
[2025-12-31T20:35:26.925918] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.926978] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-31T20:35:26.927031] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-31T20:35:26.927063] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-31T20:35:26.927879] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:26.927939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:26.932654] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-31T20:35:26.932719] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-31T20:35:26.932874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:26.933100] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-31T20:35:26.933154] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-31T20:35:26.934124] [INFO ] [main      ] Progress: 28/409 forecasts completed (6.8%). BSMS finished in 0.8s. ETA: 1m 6s. Rate: 346.61 forecasts/min
[2025-12-31T20:35:26.944149] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-31
[2025-12-31T20:35:26.946649] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:26.947557] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-31T20:35:26.947633] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-31T20:35:26.947666] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-31T20:35:26.948685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:26.948749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:26.950549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:26.951320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:26.951765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:26.952550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:26.953681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:26.954914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.099010] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.109453] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.204314] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-31T20:35:27.204380] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.56% (Conf=48.6001%)
[2025-12-31T20:35:27.204759] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-31T20:35:27.204812] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-31T20:35:27.205663] [INFO ] [main      ] Progress: 29/409 forecasts completed (7.1%). AZN finished in 0.6s. ETA: 1m 7s. Rate: 339.95 forecasts/min
[2025-12-31T20:35:27.216768] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:27.217808] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-31T20:35:27.217860] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-31T20:35:27.217891] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-31T20:35:27.218683] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:27.218745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:27.223482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:27.225253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:27.225756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:27.226200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:27.226611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:27.227491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:27.229858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.263379] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.278765] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.296762] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.326714] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-31T20:35:27.326784] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=48.3171%)
[2025-12-31T20:35:27.327474] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-31T20:35:27.327527] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-31T20:35:27.327668] [INFO ] [main      ] Progress: 30/409 forecasts completed (7.3%). FCTE finished in 0.6s. ETA: 1m 6s. Rate: 343.48 forecasts/min
[2025-12-31T20:35:27.341157] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:27.343696] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-31T20:35:27.343752] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-31T20:35:27.343787] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-31T20:35:27.344635] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:27.344711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:27.350600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:27.351634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:27.354344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:27.395392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:27.398182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:27.398997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.456132] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.471794] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.543827] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-31T20:35:27.543895] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-2.81% (Conf=56.5781%)
[2025-12-31T20:35:27.544241] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-31T20:35:27.544291] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-31T20:35:27.545195] [INFO ] [main      ] Progress: 31/409 forecasts completed (7.6%). NRDS finished in 0.6s. ETA: 1m 7s. Rate: 340.78 forecasts/min
[2025-12-31T20:35:27.555605] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:27.556647] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-31T20:35:27.556699] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-31T20:35:27.556729] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-31T20:35:27.557496] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:27.557555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:27.562368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:27.564824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:27.572315] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.594844] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-31T20:35:27.594911] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=1.80% (Conf=55.0682%)
[2025-12-31T20:35:27.595345] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-31T20:35:27.595399] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-31T20:35:27.595652] [INFO ] [main      ] Progress: 32/409 forecasts completed (7.8%). ONTO finished in 0.7s. ETA: 1m 5s. Rate: 348.56 forecasts/min
[2025-12-31T20:35:27.603882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:27.606098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.607000] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:27.608753] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-31T20:35:27.608805] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-31T20:35:27.608837] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-31T20:35:27.609690] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:27.609751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:27.614757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:27.615610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.744244] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.764095] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.817297] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-31T20:35:27.817364] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-1.21% (Conf=45.9051%)
[2025-12-31T20:35:27.817757] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-31T20:35:27.817809] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-31T20:35:27.818655] [INFO ] [main      ] Progress: 33/409 forecasts completed (8.1%). VIRC finished in 0.6s. ETA: 1m 5s. Rate: 345.46 forecasts/min
[2025-12-31T20:35:27.829971] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:27.830779] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-31T20:35:27.831151] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-31T20:35:27.831185] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-31T20:35:27.831976] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:27.832035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:27.833678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:27.834688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:27.944517] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-31
[2025-12-31T20:35:27.951527] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:27.963333] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.021909] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-31T20:35:28.021976] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.58% (Conf=32.5736%)
[2025-12-31T20:35:28.022659] [INFO ] [main      ] Progress: 34/409 forecasts completed (8.3%). NAC finished in 0.7s. ETA: 1m 5s. Rate: 343.70 forecasts/min
[2025-12-31T20:35:28.022388] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-31T20:35:28.024891] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-31T20:35:28.038864] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.040341] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-31T20:35:28.040400] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-31T20:35:28.040435] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-31T20:35:28.041337] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:28.041403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:28.043332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:28.043929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:28.044448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:28.045300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:28.095931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:28.118555] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.140145] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.150500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:28.151328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.196202] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.210236] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-31T20:35:28.210301] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=3.33% (Conf=57.7345%)
[2025-12-31T20:35:28.210461] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-31T20:35:28.210505] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-31T20:35:28.211159] [INFO ] [main      ] Progress: 35/409 forecasts completed (8.6%). EWTX finished in 0.7s. ETA: 1m 5s. Rate: 342.92 forecasts/min
[2025-12-31T20:35:28.222831] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.223803] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-31T20:35:28.223860] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-31T20:35:28.223902] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-31T20:35:28.224885] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:28.224943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:28.230513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:28.254167] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-31T20:35:28.254245] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=46.5912%)
[2025-12-31T20:35:28.254414] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-31T20:35:28.254457] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-31T20:35:28.256667] [INFO ] [main      ] Progress: 36/409 forecasts completed (8.8%). TKO finished in 0.7s. ETA: 1m 4s. Rate: 350.11 forecasts/min
[2025-12-31T20:35:28.265974] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.267036] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-31T20:35:28.267088] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-31T20:35:28.267119] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-31T20:35:28.268243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:28.268305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:28.270046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:28.270598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:28.271000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:28.310589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:28.313468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.371283] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.385269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.454408] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-31T20:35:28.454491] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=63.1963%)
[2025-12-31T20:35:28.454716] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-31T20:35:28.454775] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-31T20:35:28.456663] [INFO ] [main      ] Progress: 37/409 forecasts completed (9.0%). VNQI finished in 0.6s. ETA: 1m 4s. Rate: 348.54 forecasts/min
[2025-12-31T20:35:28.467841] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.469034] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-31T20:35:28.469087] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-31T20:35:28.469118] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-31T20:35:28.470007] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:28.470068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:28.470841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:28.471710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.526480] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.654289] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.697665] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.735405] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.787298] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-31T20:35:28.787364] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-2.36% (Conf=49.3876%)
[2025-12-31T20:35:28.787756] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-31T20:35:28.787808] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-31T20:35:28.788669] [INFO ] [main      ] Progress: 38/409 forecasts completed (9.3%). GMAB finished in 0.8s. ETA: 1m 5s. Rate: 340.22 forecasts/min
[2025-12-31T20:35:28.798725] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.800133] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-31T20:35:28.800186] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-31T20:35:28.800216] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-31T20:35:28.801039] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:28.801100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:28.805977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:28.807808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:28.808280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:28.808680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:28.809544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.816950] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-31
[2025-12-31T20:35:28.820174] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.912114] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.919121] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-31T20:35:28.919190] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=1.38% (Conf=57.2988%)
[2025-12-31T20:35:28.919382] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-31T20:35:28.919427] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-31T20:35:28.920668] [INFO ] [main      ] Progress: 39/409 forecasts completed (9.5%). QDEL finished in 0.7s. ETA: 1m 5s. Rate: 342.43 forecasts/min
[2025-12-31T20:35:28.930694] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.931695] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-31T20:35:28.931747] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-31T20:35:28.931777] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-31T20:35:28.932551] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:28.932637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:28.937465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:28.939331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:28.939842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:28.943093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:28.944069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:28.944736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:28.947414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:28.950241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:28.952462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:28.979518] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-31T20:35:28.979607] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=2.98% (Conf=56.7485%)
[2025-12-31T20:35:28.979787] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-31T20:35:28.979833] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-31T20:35:28.981017] [INFO ] [main      ] Progress: 40/409 forecasts completed (9.8%). IEP finished in 0.7s. ETA: 1m 4s. Rate: 348.14 forecasts/min
[2025-12-31T20:35:28.991634] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:28.992359] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:28.993342] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-31T20:35:28.993394] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-31T20:35:28.993426] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-31T20:35:28.994250] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:28.994313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:28.996050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:28.996602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:28.997640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:28.998807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:28.999535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.058666] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-31T20:35:29.058734] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-3.33% (Conf=59.1717%)
[2025-12-31T20:35:29.059124] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-31T20:35:29.059178] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-31T20:35:29.059669] [INFO ] [main      ] Progress: 41/409 forecasts completed (10.0%). INMD finished in 0.6s. ETA: 1m 3s. Rate: 352.82 forecasts/min
[2025-12-31T20:35:29.080719] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.081763] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-31T20:35:29.081816] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-31T20:35:29.081848] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-31T20:35:29.082641] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:29.082702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:29.084355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:29.084881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:29.085276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:29.086053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:29.127489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:29.130547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.148280] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.301782] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.321500] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:29.363950] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.384800] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-31T20:35:29.384865] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-1.24% (Conf=41.6922%)
[2025-12-31T20:35:29.385257] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-31T20:35:29.385309] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-31T20:35:29.385787] [INFO ] [main      ] Progress: 42/409 forecasts completed (10.3%). ATLO finished in 0.6s. ETA: 1m 4s. Rate: 345.27 forecasts/min
[2025-12-31T20:35:29.396335] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.397452] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-31T20:35:29.397513] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-31T20:35:29.397545] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-31T20:35:29.398331] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:29.398389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:29.403270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.472990] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:29.474229] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.531601] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:29.554213] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-31T20:35:29.554275] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-3.67% (Conf=62.1456%)
[2025-12-31T20:35:29.554669] [INFO ] [main      ] Progress: 43/409 forecasts completed (10.5%). CIVB finished in 0.6s. ETA: 1m 4s. Rate: 345.50 forecasts/min
[2025-12-31T20:35:29.554905] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-31T20:35:29.554955] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-31T20:35:29.566086] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.567170] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-31T20:35:29.567221] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-31T20:35:29.567253] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-31T20:35:29.568055] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:29.568131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:29.569887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:29.570395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:29.570803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.607023] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-31T20:35:29.607087] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=48.1179%)
[2025-12-31T20:35:29.607534] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-31T20:35:29.607602] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-31T20:35:29.607653] [INFO ] [main      ] Progress: 44/409 forecasts completed (10.8%). OPRX finished in 0.6s. ETA: 1m 2s. Rate: 351.04 forecasts/min
[2025-12-31T20:35:29.619300] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.620507] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-31T20:35:29.620557] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-31T20:35:29.620614] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-31T20:35:29.621388] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:29.621449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:29.622307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:29.623318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:29.624520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:29.625222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:29.626032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.647166] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:29.721608] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-31T20:35:29.721679] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=70.8363%)
[2025-12-31T20:35:29.722038] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-31T20:35:29.722089] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-31T20:35:29.722625] [INFO ] [main      ] Progress: 45/409 forecasts completed (11.0%). ARLP finished in 0.7s. ETA: 1m 2s. Rate: 353.62 forecasts/min
[2025-12-31T20:35:29.735854] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.736830] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-31T20:35:29.736884] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-31T20:35:29.736916] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-31T20:35:29.737703] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:29.737765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:29.739451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:29.739996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:29.740403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:29.743314] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.855443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:29.856405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:29.908697] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:29.917508] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.972329] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-31T20:35:29.972394] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=50.5037%)
[2025-12-31T20:35:29.972799] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-31T20:35:29.972851] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-31T20:35:29.973662] [INFO ] [main      ] Progress: 46/409 forecasts completed (11.2%). ULCC finished in 0.6s. ETA: 1m 2s. Rate: 349.97 forecasts/min
[2025-12-31T20:35:29.983500] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-31
[2025-12-31T20:35:29.984795] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:29.985901] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-31T20:35:29.985956] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-31T20:35:29.985989] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-31T20:35:29.986783] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:29.986842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:29.991642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:29.994606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:30.086193] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.139481] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-31T20:35:30.139551] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=48.1242%)
[2025-12-31T20:35:30.139749] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-31T20:35:30.139798] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-31T20:35:30.140982] [INFO ] [main      ] Progress: 47/409 forecasts completed (11.5%). FTHY finished in 0.6s. ETA: 1m 2s. Rate: 350.15 forecasts/min
[2025-12-31T20:35:30.151340] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.152359] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-31T20:35:30.152441] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-31T20:35:30.152485] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-31T20:35:30.153304] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:30.153368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:30.158410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:30.159293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:30.167890] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.199050] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.281774] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-31T20:35:30.281844] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=52.9908%)
[2025-12-31T20:35:30.282016] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-31T20:35:30.282066] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-31T20:35:30.283657] [INFO ] [main      ] Progress: 48/409 forecasts completed (11.7%). AMG finished in 0.7s. ETA: 1m 2s. Rate: 351.37 forecasts/min
[2025-12-31T20:35:30.293513] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.294850] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-31T20:35:30.294904] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-31T20:35:30.294936] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-31T20:35:30.295788] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:30.295851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:30.300845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:30.303392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:30.328242] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.348442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:30.349933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:30.380812] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.440834] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-31T20:35:30.440902] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=64.7246%)
[2025-12-31T20:35:30.441274] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-31T20:35:30.441324] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-31T20:35:30.441628] [INFO ] [main      ] Progress: 49/409 forecasts completed (12.0%). KMDA finished in 0.7s. ETA: 1m 1s. Rate: 351.91 forecasts/min
[2025-12-31T20:35:30.453890] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.454770] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-31T20:35:30.454822] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-31T20:35:30.454854] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-31T20:35:30.455636] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:30.455698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:30.457361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:30.457874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:30.458256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:30.459149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:30.461519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:30.463177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:30.493094] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.507327] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.588621] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-31T20:35:30.588690] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=41.6813%)
[2025-12-31T20:35:30.589055] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-31T20:35:30.589106] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-31T20:35:30.589659] [INFO ] [main      ] Progress: 50/409 forecasts completed (12.2%). ASTH finished in 0.6s. ETA: 1m 1s. Rate: 352.84 forecasts/min
[2025-12-31T20:35:30.605021] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.606059] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-31T20:35:30.606114] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-31T20:35:30.606145] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-31T20:35:30.606939] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:35:30.675028] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.694636] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.760628] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-31T20:35:30.760698] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-6.38% (Conf=46.2614%)
[2025-12-31T20:35:30.761065] [INFO ] [main      ] Progress: 51/409 forecasts completed (12.5%). AI finished in 0.6s. ETA: 1m 1s. Rate: 352.78 forecasts/min
[2025-12-31T20:35:30.761189] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-31T20:35:30.761232] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-31T20:35:30.772428] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.773304] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-31T20:35:30.773355] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-31T20:35:30.773393] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-31T20:35:30.774194] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:30.774563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:30.775445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:30.803666] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.862837] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.942869] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-31
[2025-12-31T20:35:30.964973] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-31T20:35:30.965042] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=53.8517%)
[2025-12-31T20:35:30.965505] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-31T20:35:30.965560] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-31T20:35:30.965658] [INFO ] [main      ] Progress: 52/409 forecasts completed (12.7%). HSIC finished in 0.7s. ETA: 1m 1s. Rate: 351.41 forecasts/min
[2025-12-31T20:35:30.970706] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:30.976436] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:30.977459] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-31T20:35:30.977510] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-31T20:35:30.977542] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-31T20:35:30.978340] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:30.978403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:30.983326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:30.985164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:30.985676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:30.986083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:30.986968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:30.988717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:30.989437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.027850] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-31T20:35:31.027920] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=48.6561%)
[2025-12-31T20:35:31.028274] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-31T20:35:31.028657] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-31T20:35:31.028622] [INFO ] [main      ] Progress: 53/409 forecasts completed (13.0%). MYN finished in 0.6s. ETA: 1m 0s. Rate: 355.65 forecasts/min
[2025-12-31T20:35:31.044193] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.045455] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-31T20:35:31.045519] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-31T20:35:31.045553] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-31T20:35:31.046402] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:31.046475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:31.051560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:31.053428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:31.053946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:31.054405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:31.054833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:31.055752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:31.057468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:31.098137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:31.099311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.110951] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:31.121830] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-31
[2025-12-31T20:35:31.162933] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-31T20:35:31.163001] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-1.29% (Conf=44.6694%)
[2025-12-31T20:35:31.163583] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-31T20:35:31.163638] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-31T20:35:31.163649] [INFO ] [main      ] Progress: 54/409 forecasts completed (13.2%). IZEA finished in 0.6s. ETA: 59.7s. Rate: 356.97 forecasts/min
[2025-12-31T20:35:31.177618] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.178610] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-31T20:35:31.181222] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-31T20:35:31.181263] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-31T20:35:31.182050] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:31.182118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:31.182795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.294665] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:31.344015] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-31
[2025-12-31T20:35:31.369874] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-31T20:35:31.369940] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-0.18% (Conf=54.8975%)
[2025-12-31T20:35:31.370128] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-31T20:35:31.370173] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-31T20:35:31.370989] [INFO ] [main      ] Progress: 55/409 forecasts completed (13.4%). BLX finished in 0.6s. ETA: 59.8s. Rate: 355.46 forecasts/min
[2025-12-31T20:35:31.381706] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.383212] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-31T20:35:31.383264] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-31T20:35:31.383295] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-31T20:35:31.384096] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:31.384157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:31.385024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:31.387491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:31.389165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:31.392008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:31.392668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:31.398277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.447038] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-31
[2025-12-31T20:35:31.517023] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-31
[2025-12-31T20:35:31.518099] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:31.586365] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-31T20:35:31.586804] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-1.69% (Conf=58.5049%)
[2025-12-31T20:35:31.587177] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-31T20:35:31.587228] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-31T20:35:31.587665] [INFO ] [main      ] Progress: 56/409 forecasts completed (13.7%). EVGO finished in 0.6s. ETA: 59.9s. Rate: 353.67 forecasts/min
[2025-12-31T20:35:31.598230] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.599214] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-31T20:35:31.599287] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-31T20:35:31.599322] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-31T20:35:31.600132] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:31.600196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:31.602008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:31.602535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:31.619671] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:31.642962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:31.644232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:31.645469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:31.647642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.682205] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:31.695344] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-31T20:35:31.695414] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.64% (Conf=45.348%)
[2025-12-31T20:35:31.695778] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-31T20:35:31.695831] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-31T20:35:31.696849] [INFO ] [main      ] Progress: 57/409 forecasts completed (13.9%). BKD finished in 0.7s. ETA: 59.3s. Rate: 355.89 forecasts/min
[2025-12-31T20:35:31.709555] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.710602] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-31T20:35:31.710654] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-31T20:35:31.710686] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-31T20:35:31.711481] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:35:31.711549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:31.713940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:31.715648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:31.743875] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-31T20:35:31.743950] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=39.8611%)
[2025-12-31T20:35:31.744313] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-31T20:35:31.744364] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-31T20:35:31.744680] [INFO ] [main      ] Progress: 58/409 forecasts completed (14.2%). GPRK finished in 0.6s. ETA: 58.4s. Rate: 360.34 forecasts/min
[2025-12-31T20:35:31.751141] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-31
[2025-12-31T20:35:31.758277] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:31.759320] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-31T20:35:31.759372] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-31T20:35:31.759403] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-31T20:35:31.760198] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:31.760260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:31.760992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:31.797085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:31.800363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:31.801872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:31.802803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:31.805459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:31.806103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:31.807867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:31.810976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.837692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:31.839474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:31.840537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:31.846211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:31.920707] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.012080] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.018083] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-31T20:35:32.018156] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=64.9657%)
[2025-12-31T20:35:32.018560] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-31T20:35:32.018629] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-31T20:35:32.018659] [INFO ] [main      ] Progress: 59/409 forecasts completed (14.4%). ANDE finished in 0.6s. ETA: 58.9s. Rate: 356.44 forecasts/min
[2025-12-31T20:35:32.029873] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.030654] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-31T20:35:32.030712] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-31T20:35:32.030744] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-31T20:35:32.031569] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:32.031650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:32.037265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:32.039144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:32.039689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:32.040400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:32.041440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:32.043910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.171373] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.183834] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.196309] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.262778] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-31T20:35:32.262844] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=52.9259%)
[2025-12-31T20:35:32.263349] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-31T20:35:32.263402] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-31T20:35:32.263657] [INFO ] [main      ] Progress: 60/409 forecasts completed (14.7%). AMRX finished in 0.7s. ETA: 59.2s. Rate: 353.76 forecasts/min
[2025-12-31T20:35:32.274851] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.275840] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-31T20:35:32.275891] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-31T20:35:32.275922] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-31T20:35:32.276712] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:32.276771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:32.278441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:32.278961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:32.280642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.348903] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.351123] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.388555] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.425708] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-31T20:35:32.425773] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=66.0151%)
[2025-12-31T20:35:32.426172] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-31T20:35:32.426226] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-31T20:35:32.427065] [INFO ] [main      ] Progress: 61/409 forecasts completed (14.9%). KRG finished in 0.7s. ETA: 59.0s. Rate: 353.97 forecasts/min
[2025-12-31T20:35:32.438483] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.439162] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-31T20:35:32.439226] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=2.46% (Conf=58.0805%)
[2025-12-31T20:35:32.439397] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-31T20:35:32.439440] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-31T20:35:32.439610] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-31T20:35:32.439667] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-31T20:35:32.439698] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-31T20:35:32.440483] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:32.440544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:32.441276] [INFO ] [main      ] Progress: 62/409 forecasts completed (15.2%). KNTK finished in 0.7s. ETA: 57.9s. Rate: 359.28 forecasts/min
[2025-12-31T20:35:32.445319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:32.446155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:32.446789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:32.448457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.455053] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.456232] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-31T20:35:32.456289] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-31T20:35:32.456323] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-31T20:35:32.457114] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:32.457176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:32.462011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:32.463795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:32.464269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:32.465153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:32.467526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:32.469605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:32.471992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.565568] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.629400] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.644784] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-31T20:35:32.644853] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.81% (Conf=63.2%)
[2025-12-31T20:35:32.645021] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-31T20:35:32.645066] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-31T20:35:32.646656] [INFO ] [main      ] Progress: 63/409 forecasts completed (15.4%). ERO finished in 0.6s. ETA: 58.0s. Rate: 357.97 forecasts/min
[2025-12-31T20:35:32.656493] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.657274] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-31T20:35:32.657332] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-31T20:35:32.657365] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-31T20:35:32.658141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:32.658201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:32.659933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:32.660456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:32.660885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:32.661846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:32.739368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.784473] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.803828] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.805301] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-31
[2025-12-31T20:35:32.890888] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-31T20:35:32.890956] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-0.42% (Conf=52.9485%)
[2025-12-31T20:35:32.891332] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-31T20:35:32.891384] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-31T20:35:32.891652] [INFO ] [main      ] Progress: 64/409 forecasts completed (15.6%). FG finished in 0.6s. ETA: 58.2s. Rate: 355.41 forecasts/min
[2025-12-31T20:35:32.903326] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:32.904445] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-31T20:35:32.904508] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-31T20:35:32.904551] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-31T20:35:32.905480] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:32.905543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:32.910527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:32.912351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:32.912862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:32.952186] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:32.954008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:32.957162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:32.971072] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:33.046960] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-31T20:35:33.047024] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-1.11% (Conf=74.5298%)
[2025-12-31T20:35:33.047383] [INFO ] [main      ] Progress: 65/409 forecasts completed (15.9%). NAVI finished in 0.6s. ETA: 58.0s. Rate: 355.83 forecasts/min
[2025-12-31T20:35:33.047505] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-31T20:35:33.047549] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-31T20:35:33.057068] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-31T20:35:33.057135] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=52.5969%)
[2025-12-31T20:35:33.057511] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-31T20:35:33.057562] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-31T20:35:33.058155] [INFO ] [main      ] Progress: 66/409 forecasts completed (16.1%). BELFB finished in 0.6s. ETA: 57.0s. Rate: 360.95 forecasts/min
[2025-12-31T20:35:33.060723] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:33.062430] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-31T20:35:33.062484] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-31T20:35:33.062517] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-31T20:35:33.063305] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-31T20:35:33.063383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:33.068160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:33.069969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:33.070643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:33.070594] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:33.071072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:33.071459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:33.072207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:33.072996] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-31T20:35:33.073021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:33.073058] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-31T20:35:33.073091] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-31T20:35:33.073875] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:33.073940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:33.075378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:33.078681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:33.081307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:33.082513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:33.083050] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-31
[2025-12-31T20:35:33.084354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:33.084885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:33.086421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:33.088607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:33.189541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:33.191467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:33.230061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:33.231084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:33.261538] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:33.272533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:33.273358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:33.274596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:33.311469] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-31
[2025-12-31T20:35:33.348177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:33.348889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:33.349982] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-31T20:35:33.350051] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=52.0623%)
[2025-12-31T20:35:33.350259] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-31T20:35:33.350305] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-31T20:35:33.350757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:33.351655] [INFO ] [main      ] Progress: 67/409 forecasts completed (16.4%). BHRB finished in 0.7s. ETA: 57.5s. Rate: 356.88 forecasts/min
[2025-12-31T20:35:33.353710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:33.354790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:33.356770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:33.357536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:33.361687] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:33.361798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:33.362805] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-31T20:35:33.362857] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-31T20:35:33.362889] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-31T20:35:33.363678] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:33.363739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:33.362954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:33.367221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:33.368736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:33.368897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:33.370518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:33.371033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:33.371920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:33.371925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:33.372605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:33.373315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:33.373611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:33.479543] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:33.554342] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-31
[2025-12-31T20:35:33.566835] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-31T20:35:33.566911] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-5.65% (Conf=48.4002%)
[2025-12-31T20:35:33.567083] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-31T20:35:33.567131] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-31T20:35:33.568651] [INFO ] [main      ] Progress: 68/409 forecasts completed (16.6%). PDYN finished in 0.7s. ETA: 57.6s. Rate: 355.36 forecasts/min
[2025-12-31T20:35:33.579086] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:33.580013] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-31T20:35:33.580071] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-31T20:35:33.580104] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-31T20:35:33.580921] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:33.580982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:33.585900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:33.586751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:33.722806] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:33.793447] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-31
[2025-12-31T20:35:33.841044] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-31
[2025-12-31T20:35:33.852926] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-31T20:35:33.853004] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-31T20:35:33.853739] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-31T20:35:33.853794] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-31T20:35:33.855604] [INFO ] [main      ] Progress: 69/409 forecasts completed (16.9%). EDF finished in 0.8s. ETA: 58.0s. Rate: 351.79 forecasts/min
[2025-12-31T20:35:33.868241] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:33.869354] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-31T20:35:33.869406] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-31T20:35:33.869438] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-31T20:35:33.870225] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-31T20:35:33.870291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:33.875045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:33.876815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:33.877295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:33.877692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:33.878408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:33.925494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:33.970092] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:33.999422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:33.999929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:34.000956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:34.002595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:34.003642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:34.004316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.009236] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.043987] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-31
[2025-12-31T20:35:34.059907] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-31T20:35:34.059976] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-31T20:35:34.060346] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-31T20:35:34.060403] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-31T20:35:34.060648] [INFO ] [main      ] Progress: 70/409 forecasts completed (17.1%). BUXX finished in 1.0s. ETA: 58.0s. Rate: 350.78 forecasts/min
[2025-12-31T20:35:34.074470] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.075546] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-31T20:35:34.075617] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-31T20:35:34.075652] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-31T20:35:34.076469] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:34.076533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:34.077517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:34.080145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:34.081336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.126716] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-31T20:35:34.126780] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=17.27% (Conf=51.5751%)
[2025-12-31T20:35:34.127140] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-31T20:35:34.127211] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-31T20:35:34.128615] [INFO ] [main      ] Progress: 71/409 forecasts completed (17.4%). IMNN finished in 0.8s. ETA: 57.3s. Rate: 353.78 forecasts/min
[2025-12-31T20:35:34.141409] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.142257] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-31T20:35:34.142312] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-31T20:35:34.142343] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-31T20:35:34.143153] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:35:34.143230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:34.144980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:34.145507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:34.145921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:34.146689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:34.149051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:34.149767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:34.151535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:34.169225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:34.170349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:34.171793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.213959] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.304411] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-31T20:35:34.304503] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-0.78% (Conf=53.3767%)
[2025-12-31T20:35:34.304798] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-31T20:35:34.304859] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-31T20:35:34.306127] [INFO ] [main      ] Progress: 72/409 forecasts completed (17.6%). SCSC finished in 0.7s. ETA: 57.2s. Rate: 353.55 forecasts/min
[2025-12-31T20:35:34.316070] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.316986] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-31T20:35:34.317043] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-31T20:35:34.317076] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-31T20:35:34.317888] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:34.317950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:34.318722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:34.319336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:34.320107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:34.321557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.337726] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-31
[2025-12-31T20:35:34.431182] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-31
[2025-12-31T20:35:34.502046] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.513668] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-31
[2025-12-31T20:35:34.576868] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-31T20:35:34.576934] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=36.1082%)
[2025-12-31T20:35:34.577256] [INFO ] [main      ] Progress: 73/409 forecasts completed (17.8%). GEL finished in 0.7s. ETA: 57.5s. Rate: 350.68 forecasts/min
[2025-12-31T20:35:34.577375] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-31T20:35:34.577417] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-31T20:35:34.591129] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.592129] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-31T20:35:34.592183] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-31T20:35:34.592214] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-31T20:35:34.593002] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:34.593064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:34.597872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:34.599739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:34.600215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:34.600540] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.638518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:34.642723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:34.643852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:34.661140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.666203] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-31
[2025-12-31T20:35:34.677400] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-31T20:35:34.677475] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=50.7922%)
[2025-12-31T20:35:34.677852] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-31T20:35:34.677903] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-31T20:35:34.678649] [INFO ] [main      ] Progress: 74/409 forecasts completed (18.1%). PWP finished in 0.6s. ETA: 57.0s. Rate: 352.62 forecasts/min
[2025-12-31T20:35:34.686439] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.691416] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.692302] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-31T20:35:34.692359] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-31T20:35:34.692392] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-31T20:35:34.693174] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:34.693238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:34.698074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:34.699892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:34.700372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:34.700828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:34.703181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:34.742087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:34.743192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:34.744859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.811632] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-31T20:35:34.811700] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=46.2004%)
[2025-12-31T20:35:34.811859] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-31T20:35:34.811902] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-31T20:35:34.813637] [INFO ] [main      ] Progress: 75/409 forecasts completed (18.3%). BPYPO finished in 0.7s. ETA: 56.7s. Rate: 353.59 forecasts/min
[2025-12-31T20:35:34.823923] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.824781] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-31T20:35:34.824832] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-31T20:35:34.824864] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-31T20:35:34.825656] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:34.825714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:34.826815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:34.832689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.837969] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:34.947113] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-31T20:35:34.947179] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=32.5049%)
[2025-12-31T20:35:34.947354] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-31T20:35:34.947415] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-31T20:35:34.948627] [INFO ] [main      ] Progress: 76/409 forecasts completed (18.6%). AVAL finished in 0.6s. ETA: 56.4s. Rate: 354.55 forecasts/min
[2025-12-31T20:35:34.959279] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:34.960513] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-31T20:35:34.960567] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-31T20:35:34.960623] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-31T20:35:34.961515] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:35:34.961600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:34.966607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:34.967925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:34.970021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:34.974359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:34.975986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:34.976730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:34.978470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:34.978965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:34.980212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:34.982209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:34.996830] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.081075] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.161021] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.168180] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.235194] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-31T20:35:35.235262] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=39.4929%)
[2025-12-31T20:35:35.235635] [INFO ] [main      ] Progress: 77/409 forecasts completed (18.8%). INTZ finished in 0.7s. ETA: 56.7s. Rate: 351.37 forecasts/min
[2025-12-31T20:35:35.235765] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-31T20:35:35.235809] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-31T20:35:35.248354] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.249209] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-31T20:35:35.249287] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-31T20:35:35.249319] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-31T20:35:35.253228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:35.253298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:35.253786] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.254998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:35.255492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:35.255899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:35.260110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:35.261258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:35.317123] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-31T20:35:35.317193] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=45.9679%)
[2025-12-31T20:35:35.317606] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-31T20:35:35.317658] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-31T20:35:35.317649] [INFO ] [main      ] Progress: 78/409 forecasts completed (19.1%). NMAI finished in 0.6s. ETA: 56.1s. Rate: 353.73 forecasts/min
[2025-12-31T20:35:35.324858] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.330957] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.332110] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-31T20:35:35.332162] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-31T20:35:35.332197] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-31T20:35:35.332991] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:35.333065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:35.334773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:35.335269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:35.335735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:35.336123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:35.337180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:35.337909] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.338771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:35.428064] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-31T20:35:35.428131] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=50.4812%)
[2025-12-31T20:35:35.428586] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-31T20:35:35.428638] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-31T20:35:35.428631] [INFO ] [main      ] Progress: 79/409 forecasts completed (19.3%). MBX finished in 0.6s. ETA: 55.7s. Rate: 355.28 forecasts/min
[2025-12-31T20:35:35.439812] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.440641] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-31T20:35:35.440709] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-31T20:35:35.440741] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-31T20:35:35.441529] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:35.441610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:35.446402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:35.448201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:35.448727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:35.451266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:35.492521] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.499621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:35.574252] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-31T20:35:35.574319] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=43.0879%)
[2025-12-31T20:35:35.574719] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-31T20:35:35.574772] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-31T20:35:35.575632] [INFO ] [main      ] Progress: 80/409 forecasts completed (19.6%). NWSA finished in 0.6s. ETA: 55.5s. Rate: 355.86 forecasts/min
[2025-12-31T20:35:35.585557] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.587107] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-31T20:35:35.587163] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-31T20:35:35.587197] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-31T20:35:35.588041] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:35.588104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:35.593050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:35.593614] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.594844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:35.675266] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.759558] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.816586] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-31T20:35:35.816653] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.5009%)
[2025-12-31T20:35:35.816808] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-31T20:35:35.816852] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-31T20:35:35.817869] [INFO ] [main      ] Progress: 81/409 forecasts completed (19.8%). KKRS finished in 0.6s. ETA: 55.6s. Rate: 353.95 forecasts/min
[2025-12-31T20:35:35.829936] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.830896] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-31T20:35:35.830953] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-31T20:35:35.830986] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-31T20:35:35.831772] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:35.831836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:35.836619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:35.836691] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.838380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:35.838867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:35.839665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:35.840653] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:35.841893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:35.843506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:35.846115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:35.847165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:35.848777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:35.948453] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-31
[2025-12-31T20:35:35.955366] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-31T20:35:35.955431] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=54.0567%)
[2025-12-31T20:35:35.955803] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-31T20:35:35.955854] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-31T20:35:35.956652] [INFO ] [main      ] Progress: 82/409 forecasts completed (20.0%). ASND finished in 0.6s. ETA: 55.3s. Rate: 354.74 forecasts/min
[2025-12-31T20:35:35.969465] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:35.970678] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-31T20:35:35.970735] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-31T20:35:35.970767] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-31T20:35:35.971542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:35.971623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:35.977156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:35.978953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:35.979656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:35.980745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.009648] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.104278] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-31T20:35:36.104353] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=5.38% (Conf=52.3208%)
[2025-12-31T20:35:36.104896] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-31T20:35:36.104951] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-31T20:35:36.105633] [INFO ] [main      ] Progress: 83/409 forecasts completed (20.3%). BYRN finished in 0.7s. ETA: 55.1s. Rate: 355.25 forecasts/min
[2025-12-31T20:35:36.117020] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.118126] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-31T20:35:36.118178] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-31T20:35:36.118210] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-31T20:35:36.119031] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:36.119096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:36.123944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:36.125731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:36.126218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:36.126678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:36.127069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:36.128263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.130119] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.189296] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-31
[2025-12-31T20:35:36.246611] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-31T20:35:36.246682] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=47.3298%)
[2025-12-31T20:35:36.246849] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-31T20:35:36.246894] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-31T20:35:36.248646] [INFO ] [main      ] Progress: 84/409 forecasts completed (20.5%). PVH finished in 0.7s. ETA: 54.8s. Rate: 355.90 forecasts/min
[2025-12-31T20:35:36.257983] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.258841] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-31T20:35:36.258895] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-31T20:35:36.258926] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-31T20:35:36.259776] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:36.259839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:36.260598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:36.262229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:36.263077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:36.264261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:36.266447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.317015] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-31
[2025-12-31T20:35:36.364836] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.472494] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-31
[2025-12-31T20:35:36.484007] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.499994] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-31T20:35:36.500060] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=56.7338%)
[2025-12-31T20:35:36.500406] [INFO ] [main      ] Progress: 85/409 forecasts completed (20.8%). ADP finished in 0.7s. ETA: 54.9s. Rate: 353.84 forecasts/min
[2025-12-31T20:35:36.500528] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-31T20:35:36.500587] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-31T20:35:36.514039] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.514999] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-31T20:35:36.515054] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-31T20:35:36.515085] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-31T20:35:36.515872] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:36.515932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:36.517615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:36.518108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:36.518494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:36.551359] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-31T20:35:36.551423] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=58.7518%)
[2025-12-31T20:35:36.552124] [INFO ] [main      ] Fetching symbol history for OGI...
[2025-12-31T20:35:36.552178] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2025-12-31T20:35:36.552653] [INFO ] [main      ] Progress: 86/409 forecasts completed (21.0%). FOLD finished in 0.6s. ETA: 54.3s. Rate: 356.71 forecasts/min
[2025-12-31T20:35:36.565311] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.566311] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2025-12-31T20:35:36.566367] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2025-12-31T20:35:36.566399] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2025-12-31T20:35:36.567202] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-31T20:35:36.567268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:36.568983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:36.569512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:36.569916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:36.570824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:36.588355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:36.588884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:36.589957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:36.591599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:36.592663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:36.593344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:36.594884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.608404] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-31
[2025-12-31T20:35:36.628002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:36.647213] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.675756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:36.677430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.778183] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:36.841992] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-31T20:35:36.842061] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=52.3278%)
[2025-12-31T20:35:36.842431] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-31T20:35:36.842486] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-31T20:35:36.843648] [INFO ] [main      ] Progress: 87/409 forecasts completed (21.3%). AZO finished in 0.7s. ETA: 54.6s. Rate: 353.74 forecasts/min
[2025-12-31T20:35:36.853738] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.855012] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-31T20:35:36.855066] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-31T20:35:36.855097] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-31T20:35:36.855904] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:36.855968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:36.864075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:36.865890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:36.866393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:36.866813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:36.867685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:36.870098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:36.870767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.882533] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-31T20:35:36.882631] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=63.9644%)
[2025-12-31T20:35:36.882808] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-31T20:35:36.882853] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-31T20:35:36.884620] [INFO ] [main      ] Progress: 88/409 forecasts completed (21.5%). PDP finished in 0.6s. ETA: 54.0s. Rate: 356.82 forecasts/min
[2025-12-31T20:35:36.893570] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:36.894370] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-31T20:35:36.894421] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-31T20:35:36.894454] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-31T20:35:36.895294] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:36.895364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:36.900293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:36.902132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:36.902673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:36.903075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:36.904069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:36.904772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:36.910458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:36.912550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:36.913593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:36.935806] [DEBUG] [MAG       ] OGI: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.011609] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.104746] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.177911] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.211293] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.242280] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2025-12-31T20:35:37.242345] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=-10.22% (Conf=41.8721%)
[2025-12-31T20:35:37.242700] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-31T20:35:37.242752] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-31T20:35:37.242722] [INFO ] [main      ] Progress: 89/409 forecasts completed (21.8%). OGI finished in 0.7s. ETA: 54.5s. Rate: 352.35 forecasts/min
[2025-12-31T20:35:37.253274] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-31T20:35:37.253340] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=60.414%)
[2025-12-31T20:35:37.253690] [INFO ] [main      ] Progress: 90/409 forecasts completed (22.0%). KDP finished in 0.8s. ETA: 53.8s. Rate: 356.05 forecasts/min
[2025-12-31T20:35:37.253803] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-31T20:35:37.253846] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-31T20:35:37.255709] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.257022] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-31T20:35:37.257076] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-31T20:35:37.257107] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-31T20:35:37.257917] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:37.257977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:37.262960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:37.263070] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.264186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:37.266801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:37.266906] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.267828] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-31T20:35:37.267884] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-31T20:35:37.267915] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-31T20:35:37.268705] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:37.268766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:37.271135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:37.271976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:37.273825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:37.276163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:37.392920] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.433206] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.472236] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-31T20:35:37.472304] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=73.6211%)
[2025-12-31T20:35:37.472794] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-31T20:35:37.472867] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-31T20:35:37.473658] [INFO ] [main      ] Progress: 91/409 forecasts completed (22.2%). GPIX finished in 0.6s. ETA: 53.8s. Rate: 354.86 forecasts/min
[2025-12-31T20:35:37.485047] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.485962] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-31T20:35:37.486020] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-31T20:35:37.486054] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-31T20:35:37.486862] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:37.486924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:37.491907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:37.512031] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-31T20:35:37.512098] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=46.8873%)
[2025-12-31T20:35:37.515937] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-31T20:35:37.515991] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-31T20:35:37.516627] [INFO ] [main      ] Progress: 92/409 forecasts completed (22.5%). CTRA finished in 0.6s. ETA: 53.2s. Rate: 357.76 forecasts/min
[2025-12-31T20:35:37.526124] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.527100] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-31T20:35:37.527150] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-31T20:35:37.527180] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-31T20:35:37.528115] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:35:37.530979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:37.533413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:37.617352] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.627941] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.783107] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.793896] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:37.848200] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-31T20:35:37.848266] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-31T20:35:37.848671] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-31T20:35:37.848723] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-31T20:35:37.848736] [INFO ] [main      ] Progress: 93/409 forecasts completed (22.7%). PHK finished in 0.6s. ETA: 53.6s. Rate: 354.03 forecasts/min
[2025-12-31T20:35:37.862041] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.864501] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-31T20:35:37.864559] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-31T20:35:37.864608] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-31T20:35:37.864657] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-31T20:35:37.864720] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=56.2886%)
[2025-12-31T20:35:37.865070] [INFO ] [main      ] Progress: 94/409 forecasts completed (23.0%). LQDA finished in 0.6s. ETA: 52.9s. Rate: 357.46 forecasts/min
[2025-12-31T20:35:37.865241] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-31T20:35:37.865289] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-31T20:35:37.865403] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:37.865468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:37.867168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:37.868040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:37.868479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:37.868890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:37.869740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:37.870291] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.873899] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-31
[2025-12-31T20:35:37.878168] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:37.879228] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-31T20:35:37.879302] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-31T20:35:37.879336] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-31T20:35:37.880124] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:37.880199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:37.884994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:37.886792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:37.887258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:37.887679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:37.888418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:37.890273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:37.892318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:37.893908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:37.983915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:38.041156] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.045357] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.059077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:38.065910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.097614] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-31T20:35:38.097683] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=39.6219%)
[2025-12-31T20:35:38.097846] [INFO ] [main      ] Fetching symbol history for PFF...
[2025-12-31T20:35:38.097891] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2025-12-31T20:35:38.098880] [INFO ] [main      ] Progress: 95/409 forecasts completed (23.2%). FUND finished in 0.6s. ETA: 52.9s. Rate: 355.99 forecasts/min
[2025-12-31T20:35:38.109135] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.110175] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2025-12-31T20:35:38.110236] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2025-12-31T20:35:38.110268] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2025-12-31T20:35:38.111092] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:38.111154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:38.113527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:38.115270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:38.116238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:38.137803] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-31T20:35:38.137872] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=70.2555%)
[2025-12-31T20:35:38.138269] [INFO ] [main      ] Progress: 96/409 forecasts completed (23.5%). ISSC finished in 0.7s. ETA: 52.3s. Rate: 358.85 forecasts/min
[2025-12-31T20:35:38.138403] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-31T20:35:38.138448] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-31T20:35:38.150134] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.151558] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-31T20:35:38.151631] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-31T20:35:38.151665] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-31T20:35:38.152485] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:38.152548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:38.157703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:38.159587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:38.160113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:38.160515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.165716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:38.166757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.235644] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-31
[2025-12-31T20:35:38.402108] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.434755] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-31
[2025-12-31T20:35:38.502543] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-31
[2025-12-31T20:35:38.503719] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-31T20:35:38.503787] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=48.0086%)
[2025-12-31T20:35:38.504245] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-31T20:35:38.504298] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-31T20:35:38.504667] [INFO ] [main      ] Progress: 97/409 forecasts completed (23.7%). BSX finished in 0.6s. ETA: 52.8s. Rate: 354.50 forecasts/min
[2025-12-31T20:35:38.510218] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-31
[2025-12-31T20:35:38.517837] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.519377] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-31T20:35:38.519432] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-31T20:35:38.519464] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-31T20:35:38.520293] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:38.520354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:38.525192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:38.564475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.618781] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.668397] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.676325] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:38.723694] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-31T20:35:38.723779] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=53.0028%)
[2025-12-31T20:35:38.724184] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-31T20:35:38.724240] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-31T20:35:38.724224] [INFO ] [main      ] Progress: 98/409 forecasts completed (24.0%). TGLS finished in 0.9s. ETA: 52.8s. Rate: 353.43 forecasts/min
[2025-12-31T20:35:38.729084] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2025-12-31T20:35:38.729150] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=62.5189%)
[2025-12-31T20:35:38.729553] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-31T20:35:38.729623] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-31T20:35:38.729640] [INFO ] [main      ] Progress: 99/409 forecasts completed (24.2%). PFF finished in 0.6s. ETA: 52.1s. Rate: 356.92 forecasts/min
[2025-12-31T20:35:38.731941] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-31T20:35:38.732003] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=46.9091%)
[2025-12-31T20:35:38.732327] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-31T20:35:38.732379] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-31T20:35:38.733372] [INFO ] [main      ] Progress: 100/409 forecasts completed (24.4%). LMBS finished in 0.6s. ETA: 51.4s. Rate: 360.44 forecasts/min
[2025-12-31T20:35:38.738909] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.741795] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.742765] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-31T20:35:38.742816] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-31T20:35:38.742848] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-31T20:35:38.743492] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-31T20:35:38.743557] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-31T20:35:38.743628] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-31T20:35:38.743698] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:38.743764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:38.744473] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:38.744540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:38.745546] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:38.746494] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-31T20:35:38.746545] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-31T20:35:38.746597] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-31T20:35:38.747372] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:38.747432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:38.748163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:38.748961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:38.750686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:38.751020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:38.751417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:38.751453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:38.752870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:38.753360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:38.753790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:38.753995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:38.754307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:38.755929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.756278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:38.757384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:38.758499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.831467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:38.833319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:35:38.834622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:38.905307] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.072722] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.093113] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.125942] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.136602] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-31T20:35:39.136671] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=53.3323%)
[2025-12-31T20:35:39.137013] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-31T20:35:39.137064] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-31T20:35:39.137658] [INFO ] [main      ] Progress: 101/409 forecasts completed (24.7%). NXE finished in 0.6s. ETA: 52.0s. Rate: 355.42 forecasts/min
[2025-12-31T20:35:39.149819] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:39.151123] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-31T20:35:39.151176] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-31T20:35:39.151208] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-31T20:35:39.152028] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:39.152429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:39.157276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:39.159068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:39.159567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:39.159973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:39.180478] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.266308] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.291060] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.349662] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.354463] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-31T20:35:39.354530] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=57.2769%)
[2025-12-31T20:35:39.354710] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-31T20:35:39.354757] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-31T20:35:39.356672] [INFO ] [main      ] Progress: 102/409 forecasts completed (24.9%). NATL finished in 0.6s. ETA: 52.0s. Rate: 354.38 forecasts/min
[2025-12-31T20:35:39.365980] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:39.381228] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-31T20:35:39.381246] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-31T20:35:39.381295] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=56.334%)
[2025-12-31T20:35:39.381304] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-31T20:35:39.381341] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-31T20:35:39.381708] [INFO ] [main      ] Progress: 103/409 forecasts completed (25.2%). CECO finished in 0.7s. ETA: 51.4s. Rate: 357.34 forecasts/min
[2025-12-31T20:35:39.381679] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-31T20:35:39.382062] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-31T20:35:39.382238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:39.384602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:39.386399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:39.386951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:39.387418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:39.388239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:39.391008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:39.395155] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:39.396156] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-31T20:35:39.396209] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-31T20:35:39.396245] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-31T20:35:39.397055] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:39.397116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:39.401911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:39.403683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:39.404151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:39.404643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:39.407010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:39.408704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:39.409762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:39.418107] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-31T20:35:39.418182] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=51.9456%)
[2025-12-31T20:35:39.418356] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-31T20:35:39.418400] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-31T20:35:39.419073] [INFO ] [main      ] Progress: 104/409 forecasts completed (25.4%). CODA finished in 0.7s. ETA: 50.8s. Rate: 360.03 forecasts/min
[2025-12-31T20:35:39.429655] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:39.430677] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-31T20:35:39.430731] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-31T20:35:39.430764] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-31T20:35:39.431556] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:39.431638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:39.436667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:39.438005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:39.439088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:39.508364] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.679130] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.739425] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-31T20:35:39.739496] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=62.9904%)
[2025-12-31T20:35:39.739695] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.739861] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-31T20:35:39.739915] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-31T20:35:39.740671] [INFO ] [main      ] Progress: 105/409 forecasts completed (25.7%). VTEX finished in 0.6s. ETA: 51.1s. Rate: 356.87 forecasts/min
[2025-12-31T20:35:39.749637] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.753129] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:39.754662] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-31T20:35:39.754716] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-31T20:35:39.754749] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-31T20:35:39.755536] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:39.755617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:39.760554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:39.761561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:39.765769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:39.796189] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-31
[2025-12-31T20:35:39.907801] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.915491] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:39.963008] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.022262] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-31T20:35:40.022329] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=61.4885%)
[2025-12-31T20:35:40.022494] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-31T20:35:40.022932] [INFO ] [main      ] Progress: 106/409 forecasts completed (25.9%). LGIH finished in 0.7s. ETA: 51.3s. Rate: 354.60 forecasts/min
[2025-12-31T20:35:40.022547] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-31T20:35:40.038164] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.039160] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-31T20:35:40.039220] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-31T20:35:40.039283] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-31T20:35:40.040181] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:40.040249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:40.043248] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-31T20:35:40.043317] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=39.2888%)
[2025-12-31T20:35:40.043702] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-31T20:35:40.043700] [INFO ] [main      ] Progress: 107/409 forecasts completed (26.2%). MSGS finished in 0.7s. ETA: 50.7s. Rate: 357.53 forecasts/min
[2025-12-31T20:35:40.043754] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-31T20:35:40.045623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:40.048253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:40.048913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:40.049395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:40.049831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:40.052602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:40.057025] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.057868] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-31T20:35:40.057922] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-31T20:35:40.057953] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-31T20:35:40.058752] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:40.058823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:40.064284] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-31T20:35:40.064355] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=46.2187%)
[2025-12-31T20:35:40.064753] [INFO ] [main      ] Progress: 108/409 forecasts completed (26.4%). BJ finished in 0.6s. ETA: 50.1s. Rate: 360.45 forecasts/min
[2025-12-31T20:35:40.064970] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-31T20:35:40.065017] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-31T20:35:40.076339] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.077460] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-31T20:35:40.077520] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-31T20:35:40.077553] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-31T20:35:40.078483] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:40.078547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:40.080364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:40.080920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:40.081717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:40.093134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:40.096198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:40.096961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:40.101727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:40.102534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:40.106662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:40.121715] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-31
[2025-12-31T20:35:40.197282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:40.303182] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.375892] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-31T20:35:40.375958] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-5.91% (Conf=36.7107%)
[2025-12-31T20:35:40.376408] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-31T20:35:40.376460] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-31T20:35:40.376665] [INFO ] [main      ] Progress: 109/409 forecasts completed (26.7%). HWH finished in 0.6s. ETA: 50.3s. Rate: 357.58 forecasts/min
[2025-12-31T20:35:40.389653] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.390749] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-31T20:35:40.390803] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-31T20:35:40.390835] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-31T20:35:40.391632] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:40.391697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:40.393442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:40.393978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:40.394388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:40.395312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:40.436594] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-31
[2025-12-31T20:35:40.442026] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-31
[2025-12-31T20:35:40.444771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:40.541714] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-31
[2025-12-31T20:35:40.607078] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.607469] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.663678] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-31T20:35:40.663752] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=56.4549%)
[2025-12-31T20:35:40.664117] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-31T20:35:40.664168] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-31T20:35:40.664670] [INFO ] [main      ] Progress: 110/409 forecasts completed (26.9%). AGNCL finished in 0.6s. ETA: 50.5s. Rate: 355.27 forecasts/min
[2025-12-31T20:35:40.678294] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.679156] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-31T20:35:40.679206] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-31T20:35:40.679238] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-31T20:35:40.680060] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:40.680121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:40.684921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:40.686632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:40.711840] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.733318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:40.734040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:40.735211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:40.791261] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-31
[2025-12-31T20:35:40.827770] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-31T20:35:40.827838] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=63.6148%)
[2025-12-31T20:35:40.827993] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-31T20:35:40.828035] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-31T20:35:40.828932] [INFO ] [main      ] Progress: 111/409 forecasts completed (27.1%). AXON finished in 0.8s. ETA: 50.3s. Rate: 355.36 forecasts/min
[2025-12-31T20:35:40.839124] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.839988] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-31T20:35:40.840039] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-31T20:35:40.840070] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-31T20:35:40.840865] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-31T20:35:40.840959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:40.845754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:40.847518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:40.848069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:40.848504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:40.848907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:40.849706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:40.850492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:40.851686] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-31T20:35:40.852896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:40.851758] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=55.416%)
[2025-12-31T20:35:40.854290] [INFO ] [main      ] Progress: 112/409 forecasts completed (27.4%). ARES finished in 0.8s. ETA: 49.8s. Rate: 358.07 forecasts/min
[2025-12-31T20:35:40.854723] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-31T20:35:40.854781] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-31T20:35:40.868622] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:40.869600] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-31T20:35:40.869652] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-31T20:35:40.869682] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-31T20:35:40.870511] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:40.870596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:40.871481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:40.962385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:40.963536] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:40.964309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:40.981434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:41.004141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:41.005169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:41.020665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:41.021480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:41.046013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:41.046850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:41.048063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:41.060760] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-31T20:35:41.060829] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=49.9198%)
[2025-12-31T20:35:41.061176] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-31T20:35:41.061228] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-31T20:35:41.062618] [INFO ] [main      ] Progress: 113/409 forecasts completed (27.6%). ESTA finished in 0.7s. ETA: 49.7s. Rate: 357.30 forecasts/min
[2025-12-31T20:35:41.072670] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:41.073566] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-31T20:35:41.073647] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-31T20:35:41.073690] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-31T20:35:41.074285] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-31
[2025-12-31T20:35:41.074511] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:41.074592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:41.079592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:41.097828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.120426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:41.121199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.125794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:41.126496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:41.128369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:41.131107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:41.132271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:41.134290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:41.135071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:41.139508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:41.140718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:41.142110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:41.143681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:41.146608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:41.147280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:41.148020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:41.150148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:41.151297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:41.152046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:41.152792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-31T20:35:41.153538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:41.156408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:41.158084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:41.160646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:41.162921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:41.166833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:41.185354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:41.186511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:41.188254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:41.189026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:41.190712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:41.192420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:41.193354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:41.194564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:41.196761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:41.198354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:41.200204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.242794] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:41.433711] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-31T20:35:41.433777] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=6.57% (Conf=47.1878%)
[2025-12-31T20:35:41.434117] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-31T20:35:41.434167] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-31T20:35:41.434665] [INFO ] [main      ] Progress: 114/409 forecasts completed (27.9%). APLD finished in 0.8s. ETA: 50.1s. Rate: 353.53 forecasts/min
[2025-12-31T20:35:41.446764] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-31
[2025-12-31T20:35:41.447445] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:41.448296] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-31T20:35:41.448358] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-31T20:35:41.448396] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-31T20:35:41.449176] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:41.449237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:41.449992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:41.470504] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-31
[2025-12-31T20:35:41.488660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:41.489528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.545629] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-31
[2025-12-31T20:35:41.627460] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:41.639798] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:41.710864] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:41.729514] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-31T20:35:41.729598] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=-4.73% (Conf=46.0024%)
[2025-12-31T20:35:41.729758] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-31T20:35:41.729801] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-31T20:35:41.731077] [INFO ] [main      ] Progress: 115/409 forecasts completed (28.1%). ZETA finished in 0.9s. ETA: 50.2s. Rate: 351.25 forecasts/min
[2025-12-31T20:35:41.740777] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:41.741611] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-31T20:35:41.741661] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-31T20:35:41.741692] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-31T20:35:41.742446] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:41.742504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:41.771780] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-31T20:35:41.771847] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=65.5309%)
[2025-12-31T20:35:41.772006] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-31T20:35:41.772051] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-31T20:35:41.773652] [INFO ] [main      ] Progress: 116/409 forecasts completed (28.4%). ABG finished in 0.7s. ETA: 49.7s. Rate: 353.54 forecasts/min
[2025-12-31T20:35:41.782371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.784724] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:41.785880] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-31T20:35:41.785932] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-31T20:35:41.785963] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-31T20:35:41.786751] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:35:41.826923] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-31
[2025-12-31T20:35:41.969080] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-31T20:35:41.969153] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-31T20:35:41.969337] [INFO ] [main      ] Fetching symbol history for QVAL...
[2025-12-31T20:35:41.969386] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2025-12-31T20:35:41.969884] [INFO ] [main      ] Progress: 117/409 forecasts completed (28.6%). TBIL finished in 1.1s. ETA: 49.6s. Rate: 353.07 forecasts/min
[2025-12-31T20:35:41.980053] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:41.981171] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2025-12-31T20:35:41.981224] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2025-12-31T20:35:41.981255] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2025-12-31T20:35:41.982072] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:41.982132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:41.986944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:41.988775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:41.989276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:41.990038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:41.994543] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.049673] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-31T20:35:42.049741] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=49.4114%)
[2025-12-31T20:35:42.050095] [INFO ] [main      ] Progress: 118/409 forecasts completed (28.9%). KPRX finished in 0.6s. ETA: 49.2s. Rate: 354.66 forecasts/min
[2025-12-31T20:35:42.050225] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-31T20:35:42.050275] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-31T20:35:42.063431] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.064520] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-31T20:35:42.064621] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-31T20:35:42.064659] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-31T20:35:42.065448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:42.065510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:42.070498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:42.071401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:42.072026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:42.074823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:42.076808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:42.128227] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.162925] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.299026] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.325498] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.333767] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.361286] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-31T20:35:42.361355] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=44.9433%)
[2025-12-31T20:35:42.361818] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-31T20:35:42.361873] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-31T20:35:42.362663] [INFO ] [main      ] Progress: 119/409 forecasts completed (29.1%). AFYA finished in 0.6s. ETA: 49.4s. Rate: 352.15 forecasts/min
[2025-12-31T20:35:42.373414] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.374732] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-31T20:35:42.374797] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-31T20:35:42.374832] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-31T20:35:42.375648] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:42.375711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:42.380788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:42.382649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:42.383465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:42.384289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:42.385012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:42.386636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:42.411273] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.474448] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-31T20:35:42.474524] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-2.86% (Conf=52.7203%)
[2025-12-31T20:35:42.474911] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-31T20:35:42.474959] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-31T20:35:42.476660] [INFO ] [main      ] Progress: 120/409 forecasts completed (29.3%). LII finished in 0.7s. ETA: 49.1s. Rate: 353.12 forecasts/min
[2025-12-31T20:35:42.486293] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.487207] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-31T20:35:42.487267] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-31T20:35:42.487302] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-31T20:35:42.488098] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:42.488159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:42.493104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:42.493448] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.567856] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2025-12-31T20:35:42.567921] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=53.9553%)
[2025-12-31T20:35:42.568082] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-31T20:35:42.568125] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-31T20:35:42.569661] [INFO ] [main      ] Progress: 121/409 forecasts completed (29.6%). QVAL finished in 0.6s. ETA: 48.8s. Rate: 354.45 forecasts/min
[2025-12-31T20:35:42.578866] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.580166] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.581284] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-31T20:35:42.581335] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-31T20:35:42.581367] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-31T20:35:42.582148] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:42.582209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:42.583922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:42.584439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:42.584854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:42.585741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:42.624665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:42.644910] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-31T20:35:42.644975] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=43.5711%)
[2025-12-31T20:35:42.645351] [INFO ] [main      ] Progress: 122/409 forecasts completed (29.8%). SNGX finished in 0.6s. ETA: 48.4s. Rate: 356.06 forecasts/min
[2025-12-31T20:35:42.645483] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-31T20:35:42.645527] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-31T20:35:42.658280] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.659547] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-31T20:35:42.659620] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-31T20:35:42.659652] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-31T20:35:42.660461] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:42.660523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:42.662220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:42.662759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:42.663205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:42.663636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:42.664610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:42.667409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:42.668504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:42.670151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:42.730782] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.856789] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.898883] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:42.968528] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-31
[2025-12-31T20:35:42.973859] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-31T20:35:42.973927] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=55.7376%)
[2025-12-31T20:35:42.974396] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-31T20:35:42.974464] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-31T20:35:42.974663] [INFO ] [main      ] Progress: 123/409 forecasts completed (30.1%). WKSP finished in 0.6s. ETA: 48.6s. Rate: 353.32 forecasts/min
[2025-12-31T20:35:42.985789] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:42.987485] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-31T20:35:42.987538] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-31T20:35:42.987570] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-31T20:35:42.988351] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:42.988415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:42.993249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:43.007495] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-31
[2025-12-31T20:35:43.008009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.027919] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.089698] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-31T20:35:43.089785] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=50.2221%)
[2025-12-31T20:35:43.089993] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-31T20:35:43.090057] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-31T20:35:43.091658] [INFO ] [main      ] Progress: 124/409 forecasts completed (30.3%). ACTG finished in 0.6s. ETA: 48.3s. Rate: 354.21 forecasts/min
[2025-12-31T20:35:43.103406] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.104181] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-31T20:35:43.104241] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-31T20:35:43.104285] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-31T20:35:43.105097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:43.105162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:43.106932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:43.107467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:43.107895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:43.108974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:43.110380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.140843] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.175007] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.198976] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-31T20:35:43.199042] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=55.8641%)
[2025-12-31T20:35:43.199219] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-31T20:35:43.199286] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-31T20:35:43.200294] [INFO ] [main      ] Progress: 125/409 forecasts completed (30.6%). GBAB finished in 0.6s. ETA: 48.0s. Rate: 355.23 forecasts/min
[2025-12-31T20:35:43.210346] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.211298] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-31T20:35:43.211351] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-31T20:35:43.211383] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-31T20:35:43.212169] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:43.212232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:43.213930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:43.214456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:43.214873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:43.215654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:43.217355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:43.239428] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-31T20:35:43.239502] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=58.3957%)
[2025-12-31T20:35:43.239885] [INFO ] [main      ] Progress: 126/409 forecasts completed (30.8%). GECC finished in 0.6s. ETA: 47.5s. Rate: 357.40 forecasts/min
[2025-12-31T20:35:43.240017] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-31T20:35:43.240060] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-31T20:35:43.253949] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.254842] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-31T20:35:43.254894] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-31T20:35:43.254924] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-31T20:35:43.255744] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:43.255805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:43.260755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:43.294405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:43.295632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:43.296422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.309954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:43.310845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:43.312867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:43.315059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.352398] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-31
[2025-12-31T20:35:43.456303] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-31
[2025-12-31T20:35:43.525239] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.626207] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.647005] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-31T20:35:43.647070] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=53.6793%)
[2025-12-31T20:35:43.647513] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-31T20:35:43.647564] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-31T20:35:43.647674] [INFO ] [main      ] Progress: 127/409 forecasts completed (31.1%). TRNS finished in 0.7s. ETA: 47.9s. Rate: 353.42 forecasts/min
[2025-12-31T20:35:43.653561] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-31
[2025-12-31T20:35:43.655492] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-31
[2025-12-31T20:35:43.661933] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.663057] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-31T20:35:43.663109] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-31T20:35:43.663140] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-31T20:35:43.663963] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:43.664024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:43.664940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:43.665757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:43.667767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:43.668478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.755273] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-31T20:35:43.755351] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=59.5514%)
[2025-12-31T20:35:43.755514] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-31T20:35:43.755557] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-31T20:35:43.756660] [INFO ] [main      ] Progress: 128/409 forecasts completed (31.3%). ALGN finished in 0.7s. ETA: 47.6s. Rate: 354.42 forecasts/min
[2025-12-31T20:35:43.766174] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.767181] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-31T20:35:43.767232] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-31T20:35:43.767263] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-31T20:35:43.768052] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:43.768113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:43.772965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:43.774752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:43.775228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:43.775671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:43.776392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.822416] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.824695] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:43.889773] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-31T20:35:43.889849] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=5.41% (Conf=60.5064%)
[2025-12-31T20:35:43.890320] [INFO ] [main      ] Progress: 129/409 forecasts completed (31.5%). CDXS finished in 0.6s. ETA: 47.3s. Rate: 355.00 forecasts/min
[2025-12-31T20:35:43.890452] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-31T20:35:43.890498] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-31T20:35:43.899923] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-31T20:35:43.899986] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=49.0309%)
[2025-12-31T20:35:43.900146] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-31T20:35:43.900189] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-31T20:35:43.900902] [INFO ] [main      ] Progress: 130/409 forecasts completed (31.8%). CAAP finished in 0.7s. ETA: 46.8s. Rate: 357.57 forecasts/min
[2025-12-31T20:35:43.904485] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.906167] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-31T20:35:43.906221] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-31T20:35:43.906254] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-31T20:35:43.907073] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:43.907137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:43.910622] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:43.911558] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-31T20:35:43.911626] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-31T20:35:43.911658] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-31T20:35:43.912160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:43.912412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:43.912473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:43.914058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:43.914170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:43.914556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:43.914704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:43.914986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:43.954432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:43.954730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:44.003165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:44.004128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:44.004854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:44.009706] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.010792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:44.115379] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.177828] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.242780] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-31T20:35:44.242854] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=48.7647%)
[2025-12-31T20:35:44.243260] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-31T20:35:44.243317] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-31T20:35:44.243656] [INFO ] [main      ] Progress: 131/409 forecasts completed (32.0%). OBDC finished in 0.6s. ETA: 47.0s. Rate: 354.75 forecasts/min
[2025-12-31T20:35:44.255887] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:44.257062] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-31T20:35:44.257121] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-31T20:35:44.257152] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-31T20:35:44.258050] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:44.258116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:44.259044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:44.260163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:44.281688] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.310338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:44.314924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:44.316340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:44.321561] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.357302] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.371740] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-31T20:35:44.371805] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=55.6795%)
[2025-12-31T20:35:44.372205] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-31T20:35:44.372274] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-31T20:35:44.373650] [INFO ] [main      ] Progress: 132/409 forecasts completed (32.3%). CSTL finished in 0.6s. ETA: 46.8s. Rate: 355.37 forecasts/min
[2025-12-31T20:35:44.387102] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:44.388006] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-31T20:35:44.388057] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-31T20:35:44.388088] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-31T20:35:44.388879] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:44.388939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:44.393788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:44.395478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:44.397294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:44.398468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:44.400291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:44.496331] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.525116] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.590151] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-31T20:35:44.590222] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=61.792%)
[2025-12-31T20:35:44.590624] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-31T20:35:44.590678] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-31T20:35:44.590662] [INFO ] [main      ] Progress: 133/409 forecasts completed (32.5%). MKC finished in 0.7s. ETA: 46.7s. Rate: 354.61 forecasts/min
[2025-12-31T20:35:44.602271] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:44.603028] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-31T20:35:44.603081] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-31T20:35:44.603397] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-31T20:35:44.603113] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-31T20:35:44.603462] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=51.6858%)
[2025-12-31T20:35:44.603854] [INFO ] [main      ] Progress: 134/409 forecasts completed (32.8%). ROE finished in 0.7s. ETA: 46.2s. Rate: 357.07 forecasts/min
[2025-12-31T20:35:44.604049] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-31T20:35:44.604096] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-31T20:35:44.604247] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:44.604314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:44.609778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:44.611659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:44.612174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:44.612657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:44.613069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:44.614259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:44.616134] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:44.616300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:44.617068] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-31T20:35:44.617119] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-31T20:35:44.617149] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-31T20:35:44.617962] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:44.618022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:44.618144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:44.618895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:44.620169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:44.621971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:44.622670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:44.662440] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.745276] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.833145] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.911911] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:44.948829] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-31T20:35:44.948895] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8253%)
[2025-12-31T20:35:44.949335] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-31T20:35:44.949388] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-31T20:35:44.949679] [INFO ] [main      ] Progress: 135/409 forecasts completed (33.0%). AAP finished in 0.7s. ETA: 46.4s. Rate: 354.29 forecasts/min
[2025-12-31T20:35:44.958621] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.961427] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:44.962650] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-31T20:35:44.962703] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-31T20:35:44.962734] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-31T20:35:44.963515] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:44.963591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:44.964481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:44.965506] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-31
[2025-12-31T20:35:44.967010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:44.967742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.039134] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-31T20:35:45.039202] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=44.9206%)
[2025-12-31T20:35:45.039607] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-31T20:35:45.039658] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-31T20:35:45.040459] [INFO ] [main      ] Progress: 136/409 forecasts completed (33.3%). AM finished in 0.7s. ETA: 46.1s. Rate: 355.51 forecasts/min
[2025-12-31T20:35:45.050768] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.051546] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-31T20:35:45.051631] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-31T20:35:45.051664] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-31T20:35:45.052409] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:35:45.052475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:45.057223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:45.059021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:45.059527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:45.060012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:45.060402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:45.061154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:45.062111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-31T20:35:45.062810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:45.063943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:45.065960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.127358] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.137394] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.197886] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-31T20:35:45.197957] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-31T20:35:45.198121] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-31T20:35:45.198165] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-31T20:35:45.198917] [INFO ] [main      ] Progress: 137/409 forecasts completed (33.5%). BSJS finished in 0.6s. ETA: 45.9s. Rate: 355.66 forecasts/min
[2025-12-31T20:35:45.209141] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-31T20:35:45.209236] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=45.4979%)
[2025-12-31T20:35:45.209597] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.209657] [INFO ] [main      ] Progress: 138/409 forecasts completed (33.7%). SRAD finished in 0.6s. ETA: 45.4s. Rate: 358.09 forecasts/min
[2025-12-31T20:35:45.210140] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-31T20:35:45.210195] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-31T20:35:45.211389] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-31T20:35:45.211496] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-31T20:35:45.211536] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-31T20:35:45.212415] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:45.212522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:45.217558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:45.219680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:45.220227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:45.220874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:45.222281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.226025] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.227162] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-31T20:35:45.227216] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-31T20:35:45.227249] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-31T20:35:45.228113] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:45.228179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:45.234094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:45.236010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:45.236548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:45.236978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:45.287430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:45.288947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:45.293125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.310050] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-31
[2025-12-31T20:35:45.416661] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-31
[2025-12-31T20:35:45.477958] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.566408] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-31T20:35:45.566474] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=49.3652%)
[2025-12-31T20:35:45.566916] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-31T20:35:45.566969] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-31T20:35:45.567663] [INFO ] [main      ] Progress: 139/409 forecasts completed (34.0%). YUMC finished in 0.6s. ETA: 45.6s. Rate: 355.19 forecasts/min
[2025-12-31T20:35:45.575349] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-31
[2025-12-31T20:35:45.578958] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.580042] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-31T20:35:45.580094] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-31T20:35:45.580125] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-31T20:35:45.580914] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:45.580998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:45.586144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:45.587943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:45.588184] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.588437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:45.588896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:45.589311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:45.628901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:45.629662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:45.630703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.634486] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-31
[2025-12-31T20:35:45.690014] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-31T20:35:45.690087] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=46.1566%)
[2025-12-31T20:35:45.690451] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-31T20:35:45.690502] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-31T20:35:45.691313] [INFO ] [main      ] Progress: 140/409 forecasts completed (34.2%). REVG finished in 0.7s. ETA: 45.4s. Rate: 355.87 forecasts/min
[2025-12-31T20:35:45.701755] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.702678] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-31T20:35:45.702732] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-31T20:35:45.702764] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-31T20:35:45.703548] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:45.703629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:45.706013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:45.707214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:45.710047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.749297] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.810565] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:45.848867] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-31T20:35:45.848935] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-2.83% (Conf=38.0518%)
[2025-12-31T20:35:45.849112] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-31T20:35:45.849156] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-31T20:35:45.850179] [INFO ] [main      ] Progress: 141/409 forecasts completed (34.5%). TEX finished in 0.7s. ETA: 45.2s. Rate: 356.02 forecasts/min
[2025-12-31T20:35:45.861275] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.862561] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-31T20:35:45.862636] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-31T20:35:45.862667] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-31T20:35:45.863448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:45.863509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:45.865445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:45.865988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:45.866376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:45.868779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:45.870371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:45.897050] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-31T20:35:45.897119] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=-5.67% (Conf=57.6498%)
[2025-12-31T20:35:45.897492] [INFO ] [main      ] Progress: 142/409 forecasts completed (34.7%). WULF finished in 0.7s. ETA: 44.8s. Rate: 357.83 forecasts/min
[2025-12-31T20:35:45.897644] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-31T20:35:45.897690] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-31T20:35:45.910614] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:45.911749] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-31T20:35:45.911801] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-31T20:35:45.911832] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-31T20:35:45.912657] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:45.912717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:45.979071] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.024855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:46.025958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:46.026686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.069211] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.148299] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:46.226014] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.239531] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:46.254608] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-31T20:35:46.254698] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=9.29% (Conf=26.6091%)
[2025-12-31T20:35:46.255064] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-31T20:35:46.255116] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-31T20:35:46.256660] [INFO ] [main      ] Progress: 143/409 forecasts completed (35.0%). BIVI finished in 0.7s. ETA: 45.0s. Rate: 354.99 forecasts/min
[2025-12-31T20:35:46.268637] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:46.269485] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-31T20:35:46.269544] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-31T20:35:46.269594] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-31T20:35:46.270365] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:46.270435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:46.275271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:46.276113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.364812] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.389271] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-31T20:35:46.389341] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=54.6362%)
[2025-12-31T20:35:46.389516] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-31T20:35:46.389561] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-31T20:35:46.390669] [INFO ] [main      ] Progress: 144/409 forecasts completed (35.2%). IESC finished in 0.7s. ETA: 44.7s. Rate: 355.51 forecasts/min
[2025-12-31T20:35:46.400139] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:46.400772] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:46.401505] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-31T20:35:46.401555] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-31T20:35:46.401610] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-31T20:35:46.402357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:46.402424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:46.404799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:46.467513] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-31T20:35:46.467597] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=43.4827%)
[2025-12-31T20:35:46.467760] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-31T20:35:46.467804] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-31T20:35:46.469512] [INFO ] [main      ] Progress: 145/409 forecasts completed (35.5%). BLFY finished in 0.6s. ETA: 44.4s. Rate: 356.82 forecasts/min
[2025-12-31T20:35:46.478930] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:46.479958] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-31T20:35:46.480026] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-31T20:35:46.480058] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-31T20:35:46.480945] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:46.481010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:46.485845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:46.487667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:46.488156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:46.520446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:46.522491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:46.531447] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:46.538815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:46.601553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:46.603448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:46.603980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:46.605141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:46.607160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.616391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:46.617718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:46.619442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:46.620556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:46.621296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.622926] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-31T20:35:46.622993] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=4.81% (Conf=46.8559%)
[2025-12-31T20:35:46.623341] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-31T20:35:46.623391] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-31T20:35:46.623322] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.623652] [INFO ] [main      ] Progress: 146/409 forecasts completed (35.7%). MCRB finished in 0.7s. ETA: 44.2s. Rate: 357.02 forecasts/min
[2025-12-31T20:35:46.635787] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:46.636774] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-31T20:35:46.636825] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-31T20:35:46.636857] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-31T20:35:46.637652] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:46.637711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:46.642557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:46.643401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:46.645133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.793650] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:46.887787] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-31T20:35:46.887860] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=60.697%)
[2025-12-31T20:35:46.888346] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-31T20:35:46.888399] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-31T20:35:46.888662] [INFO ] [main      ] Progress: 147/409 forecasts completed (35.9%). TNL finished in 0.6s. ETA: 44.2s. Rate: 355.62 forecasts/min
[2025-12-31T20:35:46.900172] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:46.901215] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-31T20:35:46.901266] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-31T20:35:46.901297] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-31T20:35:46.902294] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:46.902368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:46.904304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:46.904903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:46.905825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:46.906797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:46.907827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:46.964896] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.986529] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-31
[2025-12-31T20:35:46.988836] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.144043] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.168862] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.185407] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.208388] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-31T20:35:47.208456] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=58.914%)
[2025-12-31T20:35:47.209099] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-31T20:35:47.209158] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-31T20:35:47.209128] [INFO ] [main      ] Progress: 148/409 forecasts completed (36.2%). EVN finished in 0.8s. ETA: 44.3s. Rate: 353.48 forecasts/min
[2025-12-31T20:35:47.220076] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.220969] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-31T20:35:47.221020] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-31T20:35:47.224545] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-31T20:35:47.225490] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:47.225555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:47.230827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:47.232681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:47.233165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:47.233633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:47.234386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:47.235719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.258941] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-31T20:35:47.259018] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=46.5563%)
[2025-12-31T20:35:47.259458] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-31T20:35:47.259512] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-31T20:35:47.259457] [INFO ] [main      ] Progress: 149/409 forecasts completed (36.4%). DCTH finished in 0.6s. ETA: 43.9s. Rate: 355.15 forecasts/min
[2025-12-31T20:35:47.267658] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-31T20:35:47.267724] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-1.85% (Conf=50.9731%)
[2025-12-31T20:35:47.267907] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-31T20:35:47.267953] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-31T20:35:47.269115] [INFO ] [main      ] Progress: 150/409 forecasts completed (36.7%). RHI finished in 0.8s. ETA: 43.5s. Rate: 357.40 forecasts/min
[2025-12-31T20:35:47.272735] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.274652] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.277314] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-31T20:35:47.277376] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-31T20:35:47.277408] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-31T20:35:47.278255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:47.278316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:47.279293] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.280078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:47.280130] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-31T20:35:47.280182] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-31T20:35:47.280216] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-31T20:35:47.280629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:47.281024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:47.281033] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:47.281098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:47.286113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:47.288292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:47.288805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:47.289208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:47.290011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:47.331125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:47.333199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.333557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:47.338079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:47.339192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.441034] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.497420] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-31T20:35:47.497491] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=53.1095%)
[2025-12-31T20:35:47.497864] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-31T20:35:47.497916] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-31T20:35:47.498665] [INFO ] [main      ] Progress: 151/409 forecasts completed (36.9%). AMBP finished in 0.6s. ETA: 43.4s. Rate: 356.53 forecasts/min
[2025-12-31T20:35:47.509826] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.510944] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-31T20:35:47.510997] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-31T20:35:47.511029] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-31T20:35:47.511835] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:47.511907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:47.516811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:47.519357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:47.520640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:47.521723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.589660] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.674154] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.682189] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.765677] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.839232] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.847846] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-31T20:35:47.847916] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-3.73% (Conf=48.4988%)
[2025-12-31T20:35:47.848305] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-31T20:35:47.848357] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-31T20:35:47.849658] [INFO ] [main      ] Progress: 152/409 forecasts completed (37.2%). CDE finished in 0.6s. ETA: 43.6s. Rate: 354.00 forecasts/min
[2025-12-31T20:35:47.852645] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:47.859189] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.860270] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-31T20:35:47.860321] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-31T20:35:47.860353] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-31T20:35:47.861165] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:47.861223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:47.861971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.877021] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-31
[2025-12-31T20:35:47.898607] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-31T20:35:47.898675] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=63.1627%)
[2025-12-31T20:35:47.899034] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-31T20:35:47.899084] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-31T20:35:47.899081] [INFO ] [main      ] Progress: 153/409 forecasts completed (37.4%). TRIN finished in 0.6s. ETA: 43.2s. Rate: 355.65 forecasts/min
[2025-12-31T20:35:47.910681] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.912006] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-31T20:35:47.912078] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-31T20:35:47.912110] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-31T20:35:47.913069] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:47.913134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:47.918007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:47.918770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:47.920514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:47.921787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:47.922910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:47.927469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:47.930280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:47.978370] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-31T20:35:47.978437] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=60.1177%)
[2025-12-31T20:35:47.978617] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-31T20:35:47.978663] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-31T20:35:47.978857] [INFO ] [main      ] Progress: 154/409 forecasts completed (37.7%). STLD finished in 0.7s. ETA: 42.9s. Rate: 356.87 forecasts/min
[2025-12-31T20:35:47.990121] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:47.991332] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-31T20:35:47.991385] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-31T20:35:47.991416] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-31T20:35:47.992269] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:47.992343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:47.997249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:48.000105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.046127] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:48.163158] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-31T20:35:48.163224] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=-4.37% (Conf=53.7544%)
[2025-12-31T20:35:48.163588] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-31T20:35:48.163642] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-31T20:35:48.163666] [INFO ] [main      ] Progress: 155/409 forecasts completed (37.9%). PNFP finished in 0.7s. ETA: 42.7s. Rate: 356.64 forecasts/min
[2025-12-31T20:35:48.175523] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:48.176518] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-31T20:35:48.176569] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-31T20:35:48.176622] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-31T20:35:48.177411] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:48.177473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:48.182398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:48.184278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:48.184814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:48.185255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:48.187980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.220133] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.270954] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.359820] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.393955] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:48.439445] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:48.464875] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-31T20:35:48.464942] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=55.5928%)
[2025-12-31T20:35:48.465108] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-31T20:35:48.465153] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-31T20:35:48.467651] [INFO ] [main      ] Progress: 156/409 forecasts completed (38.1%). AIPI finished in 0.6s. ETA: 42.8s. Rate: 354.81 forecasts/min
[2025-12-31T20:35:48.477245] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:48.478216] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-31T20:35:48.478268] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-31T20:35:48.478308] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-31T20:35:48.479358] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:48.479432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:48.484535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:48.485419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:48.486161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:48.487310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.517613] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-31T20:35:48.517681] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=54.9689%)
[2025-12-31T20:35:48.518027] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-31T20:35:48.518081] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-31T20:35:48.518662] [INFO ] [main      ] Progress: 157/409 forecasts completed (38.4%). VSTS finished in 0.6s. ETA: 42.4s. Rate: 356.39 forecasts/min
[2025-12-31T20:35:48.530587] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:48.531668] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-31T20:35:48.531732] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-31T20:35:48.531764] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-31T20:35:48.532821] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:48.532905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:48.533879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:48.534961] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:48.535945] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.540421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.611458] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-31T20:35:48.611525] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=61.9645%)
[2025-12-31T20:35:48.611703] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-31T20:35:48.611749] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-31T20:35:48.613672] [INFO ] [main      ] Progress: 158/409 forecasts completed (38.6%). BNS finished in 0.6s. ETA: 42.1s. Rate: 357.38 forecasts/min
[2025-12-31T20:35:48.622625] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:48.623754] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-31T20:35:48.623809] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-31T20:35:48.623841] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-31T20:35:48.624674] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:48.624736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:48.629705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:48.631521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:48.632037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:48.632441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.702632] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:48.776244] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-31T20:35:48.776317] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=56.029%)
[2025-12-31T20:35:48.776726] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-31T20:35:48.777126] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-31T20:35:48.777353] [INFO ] [main      ] Progress: 159/409 forecasts completed (38.9%). REYN finished in 0.6s. ETA: 42.0s. Rate: 357.44 forecasts/min
[2025-12-31T20:35:48.788955] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:48.789900] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-31T20:35:48.789959] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-31T20:35:48.789992] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-31T20:35:48.790816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:48.790881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:48.795790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:48.796638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:48.797883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:48.798524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:48.845821] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.898277] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-31
[2025-12-31T20:35:48.974261] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.012712] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.067538] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.122651] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-31T20:35:49.122719] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-4.28% (Conf=49.0998%)
[2025-12-31T20:35:49.123101] [INFO ] [main      ] Progress: 160/409 forecasts completed (39.1%). OXM finished in 0.7s. ETA: 42.1s. Rate: 355.08 forecasts/min
[2025-12-31T20:35:49.123232] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-31T20:35:49.123275] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-31T20:35:49.134655] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.134840] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.137277] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-31T20:35:49.137323] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-31T20:35:49.137339] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=59.3782%)
[2025-12-31T20:35:49.137378] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-31T20:35:49.137410] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-31T20:35:49.137897] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-31T20:35:49.137949] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-31T20:35:49.138509] [INFO ] [main      ] Progress: 161/409 forecasts completed (39.4%). MBC finished in 0.6s. ETA: 41.7s. Rate: 357.10 forecasts/min
[2025-12-31T20:35:49.138887] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:49.138940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:49.139865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:49.140914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.145089] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.150055] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.150962] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-31T20:35:49.151016] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-31T20:35:49.151048] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-31T20:35:49.151886] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:49.151950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:49.157109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:49.157985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:49.161985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:49.163170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:35:49.164399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.206797] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-31T20:35:49.206866] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=45.6358%)
[2025-12-31T20:35:49.207030] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-31T20:35:49.207074] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-31T20:35:49.209662] [INFO ] [main      ] Progress: 162/409 forecasts completed (39.6%). IMMX finished in 0.6s. ETA: 41.4s. Rate: 358.37 forecasts/min
[2025-12-31T20:35:49.219116] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.220197] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-31T20:35:49.220254] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-31T20:35:49.220286] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-31T20:35:49.221126] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:49.221191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:49.226506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:49.228409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:49.228916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:49.229392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:49.230317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.301951] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.376387] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-31T20:35:49.376457] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=3.37% (Conf=47.277%)
[2025-12-31T20:35:49.376819] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-31T20:35:49.376871] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-31T20:35:49.377658] [INFO ] [main      ] Progress: 163/409 forecasts completed (39.9%). PD finished in 0.6s. ETA: 41.2s. Rate: 358.37 forecasts/min
[2025-12-31T20:35:49.388342] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.389441] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-31T20:35:49.389496] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-31T20:35:49.389530] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-31T20:35:49.390314] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:49.390376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:49.392082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:49.392661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:49.481827] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.503931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:49.507145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:49.509290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.570953] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.582476] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.663196] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.738191] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.751312] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:49.758682] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-31T20:35:49.758748] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=49.3991%)
[2025-12-31T20:35:49.759162] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-31T20:35:49.759232] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-31T20:35:49.760177] [INFO ] [main      ] Progress: 164/409 forecasts completed (40.1%). JHX finished in 0.6s. ETA: 41.3s. Rate: 355.58 forecasts/min
[2025-12-31T20:35:49.770507] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.771897] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-31T20:35:49.771958] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-31T20:35:49.771991] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-31T20:35:49.772847] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:49.772912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:49.823228] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-31T20:35:49.823296] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=51.2772%)
[2025-12-31T20:35:49.823732] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-31T20:35:49.823786] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-31T20:35:49.825672] [INFO ] [main      ] Progress: 165/409 forecasts completed (40.3%). PNQI finished in 0.7s. ETA: 41.0s. Rate: 356.91 forecasts/min
[2025-12-31T20:35:49.835927] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.836812] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-31T20:35:49.836863] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-31T20:35:49.836894] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-31T20:35:49.837750] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:49.837811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:49.839544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:49.840079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:49.840477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:49.841479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:49.856461] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-31
[2025-12-31T20:35:49.862741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:49.864283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:49.864487] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-31T20:35:49.864562] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=63.2958%)
[2025-12-31T20:35:49.864753] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-31T20:35:49.864798] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-31T20:35:49.865868] [INFO ] [main      ] Progress: 166/409 forecasts completed (40.6%). COP finished in 0.7s. ETA: 40.7s. Rate: 358.55 forecasts/min
[2025-12-31T20:35:49.868156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:49.870911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:49.875131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:49.876054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.876189] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:49.876989] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-31T20:35:49.877040] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-31T20:35:49.877072] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-31T20:35:49.877851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:49.877912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:49.883044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:49.884042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:49.886715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:49.889604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:49.891238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:49.892914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:49.918503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:49.919712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.035073] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:50.103907] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-31T20:35:50.103977] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=61.8303%)
[2025-12-31T20:35:50.104351] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-31T20:35:50.104404] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-31T20:35:50.104649] [INFO ] [main      ] Progress: 167/409 forecasts completed (40.8%). BCAL finished in 0.7s. ETA: 40.6s. Rate: 357.63 forecasts/min
[2025-12-31T20:35:50.117403] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:50.118344] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-31T20:35:50.118394] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-31T20:35:50.118427] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-31T20:35:50.119235] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:50.119329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:50.124673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:50.126911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:50.127425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:50.127846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:50.128726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:50.131228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:50.246379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:50.247251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.260815] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-31
[2025-12-31T20:35:50.313461] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-31
[2025-12-31T20:35:50.319843] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-31
[2025-12-31T20:35:50.435661] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:50.481858] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:50.499495] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:50.565461] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-31T20:35:50.565540] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=69.7114%)
[2025-12-31T20:35:50.565974] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-31T20:35:50.566028] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-31T20:35:50.566040] [INFO ] [main      ] Progress: 168/409 forecasts completed (41.1%). BEPI finished in 0.8s. ETA: 40.9s. Rate: 353.95 forecasts/min
[2025-12-31T20:35:50.577376] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-31T20:35:50.577452] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-6.86% (Conf=57.1141%)
[2025-12-31T20:35:50.577895] [INFO ] [main      ] Progress: 169/409 forecasts completed (41.3%). JKS finished in 0.7s. ETA: 40.5s. Rate: 355.91 forecasts/min
[2025-12-31T20:35:50.578004] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:50.579087] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-31T20:35:50.579168] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-31T20:35:50.579201] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-31T20:35:50.580274] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:35:50.580341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:50.582441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:50.583029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:50.583438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:50.584349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:50.577868] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-31T20:35:50.584939] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-31T20:35:50.585204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:50.587728] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-31
[2025-12-31T20:35:50.597249] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:50.598421] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-31T20:35:50.598474] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-31T20:35:50.598506] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-31T20:35:50.599232] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-31T20:35:50.599318] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=52.783%)
[2025-12-31T20:35:50.599311] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:50.599467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:50.599899] [INFO ] [main      ] Progress: 170/409 forecasts completed (41.6%). MANH finished in 0.8s. ETA: 40.1s. Rate: 357.74 forecasts/min
[2025-12-31T20:35:50.600027] [INFO ] [main      ] Fetching symbol history for MTRX...
[2025-12-31T20:35:50.600070] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2025-12-31T20:35:50.604898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:50.605754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:50.606368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:50.607057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.613649] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:50.614396] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2025-12-31T20:35:50.614446] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2025-12-31T20:35:50.614478] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2025-12-31T20:35:50.615478] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:50.615541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:50.620877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:50.622712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:50.623195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:50.623604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:50.624897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.630482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:50.632074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.755562] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:50.823303] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-31T20:35:50.823369] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=65.1725%)
[2025-12-31T20:35:50.823737] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-31T20:35:50.823789] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-31T20:35:50.825670] [INFO ] [main      ] Progress: 171/409 forecasts completed (41.8%). AFCG finished in 0.7s. ETA: 40.0s. Rate: 357.01 forecasts/min
[2025-12-31T20:35:50.837165] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:50.838142] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-31T20:35:50.838192] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-31T20:35:50.838223] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-31T20:35:50.839036] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:50.839097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:50.839863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:50.917549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:50.920002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:50.921396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:50.950830] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-31
[2025-12-31T20:35:50.986593] [DEBUG] [MAG       ] MTRX: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.000460] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.122827] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.169035] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.171330] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.219548] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-31T20:35:51.219637] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=2.70% (Conf=65.576%)
[2025-12-31T20:35:51.219810] [INFO ] [main      ] Fetching symbol history for VRA...
[2025-12-31T20:35:51.219870] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2025-12-31T20:35:51.220952] [INFO ] [main      ] Progress: 172/409 forecasts completed (42.1%). BBWI finished in 0.6s. ETA: 40.1s. Rate: 354.23 forecasts/min
[2025-12-31T20:35:51.231349] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.232248] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2025-12-31T20:35:51.232300] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2025-12-31T20:35:51.232332] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2025-12-31T20:35:51.233153] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:51.233216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:51.238234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:51.239088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:51.249991] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2025-12-31T20:35:51.250066] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.5046%)
[2025-12-31T20:35:51.250423] [INFO ] [main      ] Progress: 173/409 forecasts completed (42.3%). MTRX finished in 0.6s. ETA: 39.8s. Rate: 355.93 forecasts/min
[2025-12-31T20:35:51.250546] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-31T20:35:51.250612] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-31T20:35:51.263114] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.264119] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-31T20:35:51.264604] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-31T20:35:51.264654] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-31T20:35:51.265490] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:51.265551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:51.267287] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.268165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:51.269215] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-31T20:35:51.269317] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=51.7019%)
[2025-12-31T20:35:51.269448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.269729] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-31T20:35:51.269782] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-31T20:35:51.271651] [INFO ] [main      ] Progress: 174/409 forecasts completed (42.5%). JACK finished in 0.7s. ETA: 39.4s. Rate: 357.72 forecasts/min
[2025-12-31T20:35:51.281862] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.283402] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-31T20:35:51.283461] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-31T20:35:51.283495] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-31T20:35:51.284351] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:51.284423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:51.286233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:51.286849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:51.287681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:51.290120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:51.354858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:51.356403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:51.357163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.365838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.458263] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.562539] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-31T20:35:51.562636] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=46.496%)
[2025-12-31T20:35:51.563014] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-31T20:35:51.563068] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-31T20:35:51.563661] [INFO ] [main      ] Progress: 175/409 forecasts completed (42.8%). AMN finished in 0.7s. ETA: 39.4s. Rate: 356.22 forecasts/min
[2025-12-31T20:35:51.577289] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.578293] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-31T20:35:51.578347] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-31T20:35:51.578386] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-31T20:35:51.579337] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-31T20:35:51.579721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:51.584686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:51.589011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:51.589565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:51.592125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:51.592550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:51.593600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:51.594463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:51.597284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:51.631944] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.701516] [DEBUG] [MAG       ] VRA: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.706170] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-31
[2025-12-31T20:35:51.716496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:51.718624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:51.759727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:51.761105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:51.800069] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.803350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:51.804762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:51.806363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:51.861746] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-31T20:35:51.861813] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=48.8976%)
[2025-12-31T20:35:51.862176] [INFO ] [main      ] Progress: 176/409 forecasts completed (43.0%). RDY finished in 0.6s. ETA: 39.4s. Rate: 354.66 forecasts/min
[2025-12-31T20:35:51.862314] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-31T20:35:51.862359] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-31T20:35:51.873684] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.875080] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.875168] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:51.875495] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-31T20:35:51.875549] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-31T20:35:51.875596] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-31T20:35:51.876363] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:51.876425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:51.878120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:51.878647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:51.879041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:51.880009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:51.881169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:51.882174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.887467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:51.888445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:51.890503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:51.893460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:51.894630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:51.896787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:51.897624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:51.902227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:51.903482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:51.904907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:51.906521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:51.909565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:51.910252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:51.910988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:51.913180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:51.914325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:51.915059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:51.915810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-31T20:35:51.916523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:51.919463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:51.921177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:51.923805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:51.926154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:51.930430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:51.934897] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2025-12-31T20:35:51.934964] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=5.48% (Conf=48.6692%)
[2025-12-31T20:35:51.935121] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-31T20:35:51.935165] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-31T20:35:51.935944] [INFO ] [main      ] Progress: 177/409 forecasts completed (43.3%). VRA finished in 0.7s. ETA: 39.1s. Rate: 355.79 forecasts/min
[2025-12-31T20:35:51.945934] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:51.946761] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-31T20:35:51.946812] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-31T20:35:51.946843] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-31T20:35:51.947610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:51.947669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:51.949052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:51.950428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:51.952280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:51.952468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:51.953056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:51.953460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:51.954813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:51.955913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.956501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:51.957477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:51.958793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:35:51.960100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:51.962288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:51.964007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:51.967282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:51.969419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:51.976037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:51.999679] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-31T20:35:51.999747] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=59.9376%)
[2025-12-31T20:35:52.000107] [INFO ] [main      ] Progress: 178/409 forecasts completed (43.5%). PSX finished in 0.7s. ETA: 38.8s. Rate: 357.04 forecasts/min
[2025-12-31T20:35:52.000229] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-31T20:35:52.000273] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-31T20:35:52.010779] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:52.011738] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-31T20:35:52.011790] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-31T20:35:52.011821] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-31T20:35:52.012614] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:52.012676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:52.014344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:52.014892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:52.015279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:52.017640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:52.035086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:52.222277] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-31
[2025-12-31T20:35:52.301237] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-31
[2025-12-31T20:35:52.334453] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-31
[2025-12-31T20:35:52.389553] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:52.390797] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-31
[2025-12-31T20:35:52.474043] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:52.505412] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-31T20:35:52.505477] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-3.44% (Conf=58.1967%)
[2025-12-31T20:35:52.505944] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-31T20:35:52.505997] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-31T20:35:52.506674] [INFO ] [main      ] Progress: 179/409 forecasts completed (43.8%). TEM finished in 0.6s. ETA: 39.1s. Rate: 353.06 forecasts/min
[2025-12-31T20:35:52.510476] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:52.517550] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:52.518502] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-31T20:35:52.518558] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-31T20:35:52.518612] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-31T20:35:52.519408] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:52.519469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:52.521161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:52.521689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:52.522933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:52.532433] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-31T20:35:52.532500] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=51.456%)
[2025-12-31T20:35:52.532683] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-31T20:35:52.532728] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-31T20:35:52.534684] [INFO ] [main      ] Progress: 180/409 forecasts completed (44.0%). CHSCL finished in 0.6s. ETA: 38.7s. Rate: 354.71 forecasts/min
[2025-12-31T20:35:52.543772] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:52.544538] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-31T20:35:52.544606] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-31T20:35:52.544639] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-31T20:35:52.545391] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:52.545452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:52.550251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:52.551084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:52.552808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:52.556978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:52.571483] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:52.694006] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-31T20:35:52.694087] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=-6.91% (Conf=59.1634%)
[2025-12-31T20:35:52.694553] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-31T20:35:52.694627] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-31T20:35:52.694654] [INFO ] [main      ] Progress: 181/409 forecasts completed (44.3%). POWI finished in 0.7s. ETA: 38.6s. Rate: 354.82 forecasts/min
[2025-12-31T20:35:52.706049] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:52.707141] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-31T20:35:52.707197] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-31T20:35:52.707243] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-31T20:35:52.708120] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:52.708181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:52.710506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:52.788125] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-31T20:35:52.788198] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-31T20:35:52.788612] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-31T20:35:52.788666] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-31T20:35:52.789663] [INFO ] [main      ] Progress: 182/409 forecasts completed (44.5%). BSCQ finished in 1.2s. ETA: 38.3s. Rate: 355.67 forecasts/min
[2025-12-31T20:35:52.800865] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:52.801873] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-31T20:35:52.801925] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-31T20:35:52.801957] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-31T20:35:52.802739] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:52.802800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:52.803818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:52.805159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:52.808091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:52.808807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:52.810371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:52.863940] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-31
[2025-12-31T20:35:52.908541] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.031309] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.078211] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.079980] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.095219] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-31T20:35:53.095284] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=56.3299%)
[2025-12-31T20:35:53.095678] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-31T20:35:53.095920] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-31T20:35:53.096646] [INFO ] [main      ] Progress: 183/409 forecasts completed (44.7%). FDUS finished in 0.6s. ETA: 38.3s. Rate: 354.09 forecasts/min
[2025-12-31T20:35:53.109432] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:53.110590] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-31T20:35:53.110647] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-31T20:35:53.110678] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-31T20:35:53.111678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:53.111737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:53.116595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:53.117548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:53.146528] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-31T20:35:53.146621] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-8.62% (Conf=63.4976%)
[2025-12-31T20:35:53.146813] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-31T20:35:53.146867] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-31T20:35:53.148103] [INFO ] [main      ] Progress: 184/409 forecasts completed (45.0%). CMTL finished in 0.6s. ETA: 38.0s. Rate: 355.43 forecasts/min
[2025-12-31T20:35:53.158034] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:53.158906] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-31T20:35:53.158957] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-31T20:35:53.158987] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-31T20:35:53.159798] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-31T20:35:53.159893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:53.164653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:53.166395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:53.166889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:53.167324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:53.167728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:53.168459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:53.169670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:53.170842] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.172047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:53.261855] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.282000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:53.283824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:53.321936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:53.322960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:53.344781] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.357093] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-31T20:35:53.357163] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=39.9818%)
[2025-12-31T20:35:53.357522] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-31T20:35:53.357590] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-31T20:35:53.357657] [INFO ] [main      ] Progress: 185/409 forecasts completed (45.2%). ASH finished in 0.7s. ETA: 37.9s. Rate: 354.97 forecasts/min
[2025-12-31T20:35:53.367101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:53.367960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:53.369164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:35:53.369226] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:53.370275] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-31T20:35:53.370331] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-31T20:35:53.370362] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-31T20:35:53.371209] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:53.371274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:53.373055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:53.373731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:53.374198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:53.375028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:53.375963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:35:53.377787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:53.444196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:53.444970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:53.446791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:53.448640] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-31T20:35:53.448716] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=37.2419%)
[2025-12-31T20:35:53.449102] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-31T20:35:53.449156] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-31T20:35:53.449643] [INFO ] [main      ] Progress: 186/409 forecasts completed (45.5%). LEA finished in 0.7s. ETA: 37.6s. Rate: 355.84 forecasts/min
[2025-12-31T20:35:53.449565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:53.450830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:53.452881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:53.453672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:53.458314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:53.459006] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.459726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:35:53.461116] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:53.461197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:53.462132] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-31T20:35:53.462756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:53.462185] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-31T20:35:53.465588] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-31T20:35:53.465662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:53.466309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:53.466422] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:53.466487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:53.467024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:53.469003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:53.470130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:53.470851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:53.471314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:53.471544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-31T20:35:53.472241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:53.473150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:53.473658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:53.474980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:53.476564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:53.479003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:53.481203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:53.484983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:53.490909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:53.502418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:53.503608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:53.505257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:53.505987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:53.507557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:53.509154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:53.510116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:53.511295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:35:53.512521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:53.514638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:53.516137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:53.625276] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.702568] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-31T20:35:53.702653] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=58.053%)
[2025-12-31T20:35:53.703121] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-31T20:35:53.703173] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-31T20:35:53.703656] [INFO ] [main      ] Progress: 187/409 forecasts completed (45.7%). MGNI finished in 0.6s. ETA: 37.5s. Rate: 354.88 forecasts/min
[2025-12-31T20:35:53.715815] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:53.716755] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-31T20:35:53.716815] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-31T20:35:53.716846] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-31T20:35:53.717666] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:53.717728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:53.722739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:53.742899] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.827309] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.839637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:53.840469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:53.858416] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-31
[2025-12-31T20:35:53.921327] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:53.998242] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:54.007708] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-31T20:35:54.007780] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=58.2599%)
[2025-12-31T20:35:54.008301] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-31T20:35:54.008360] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-31T20:35:54.009685] [INFO ] [main      ] Progress: 188/409 forecasts completed (46.0%). INSG finished in 0.6s. ETA: 37.5s. Rate: 353.36 forecasts/min
[2025-12-31T20:35:54.020146] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.021139] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-31T20:35:54.021195] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-31T20:35:54.021227] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-31T20:35:54.022075] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:54.022154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:54.027520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:54.029609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:54.030151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:54.030735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:54.031204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:54.036782] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:54.055080] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-31T20:35:54.055152] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=41.3252%)
[2025-12-31T20:35:54.055605] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-31T20:35:54.055658] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-31T20:35:54.055660] [INFO ] [main      ] Progress: 189/409 forecasts completed (46.2%). EVF finished in 0.6s. ETA: 37.2s. Rate: 354.72 forecasts/min
[2025-12-31T20:35:54.067147] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.068068] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-31T20:35:54.068119] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-31T20:35:54.068150] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-31T20:35:54.068934] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:54.068994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:54.073751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:54.075505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:54.076000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:54.076778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:54.152934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:54.187630] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-31
[2025-12-31T20:35:54.303435] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-31T20:35:54.303501] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-31T20:35:54.303702] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-31T20:35:54.303749] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-31T20:35:54.305014] [INFO ] [main      ] Progress: 190/409 forecasts completed (46.5%). FTSM finished in 1.2s. ETA: 37.1s. Rate: 353.84 forecasts/min
[2025-12-31T20:35:54.314623] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.315665] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-31T20:35:54.315717] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-31T20:35:54.315748] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-31T20:35:54.316515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:54.316598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:54.318284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:54.318821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:54.319224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:54.320196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:54.354668] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:54.414172] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-31
[2025-12-31T20:35:54.438442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:54.439785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:54.450380] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-31T20:35:54.450444] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-3.86% (Conf=52.5462%)
[2025-12-31T20:35:54.450826] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-31T20:35:54.450877] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-31T20:35:54.451657] [INFO ] [main      ] Progress: 191/409 forecasts completed (46.7%). VC finished in 0.7s. ETA: 36.9s. Rate: 354.09 forecasts/min
[2025-12-31T20:35:54.462611] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.463654] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-31T20:35:54.463711] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-31T20:35:54.464082] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-31T20:35:54.464893] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:54.464953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:54.504307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:54.506771] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-31
[2025-12-31T20:35:54.584690] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:54.642652] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-31T20:35:54.642716] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=56.3261%)
[2025-12-31T20:35:54.643148] [INFO ] [main      ] Fetching symbol history for LYRA...
[2025-12-31T20:35:54.643200] [DEBUG] [REMOTE    ] LYRA: Fetching historical data.
[2025-12-31T20:35:54.643681] [INFO ] [main      ] Progress: 192/409 forecasts completed (46.9%). PLUG finished in 0.6s. ETA: 36.8s. Rate: 353.85 forecasts/min
[2025-12-31T20:35:54.654111] [DEBUG] [REMOTE    ] LYRA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.655191] [DEBUG] [LOCAL     ] Loaded configuration for LYRA: 3 features, N/A% accuracy
[2025-12-31T20:35:54.655241] [INFO ] [LOCAL     ] LYRA: Loaded 3 optimal features with 33.34% confidence from JSON config
[2025-12-31T20:35:54.655272] [DEBUG] [MAG       ] Building data for symbol: LYRA with lookback: 0
[2025-12-31T20:35:54.656068] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:54.656128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:35:54.656811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:54.657523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:35:54.660282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:54.676086] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:54.759542] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-31T20:35:54.759628] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=44.8836%)
[2025-12-31T20:35:54.760276] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-31T20:35:54.760328] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-31T20:35:54.760677] [INFO ] [main      ] Progress: 193/409 forecasts completed (47.2%). PRGO finished in 0.8s. ETA: 36.6s. Rate: 354.42 forecasts/min
[2025-12-31T20:35:54.772089] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:54.773144] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-31T20:35:54.773194] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-31T20:35:54.773225] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-31T20:35:54.774036] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:35:54.801138] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-31
[2025-12-31T20:35:54.848895] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-31
[2025-12-31T20:35:54.982287] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.007260] [DEBUG] [MAG       ] LYRA: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.022484] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.038692] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-31T20:35:55.038758] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=33.6073%)
[2025-12-31T20:35:55.038921] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-31T20:35:55.038966] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-31T20:35:55.040154] [INFO ] [main      ] Progress: 194/409 forecasts completed (47.4%). CHSCN finished in 0.7s. ETA: 36.5s. Rate: 353.23 forecasts/min
[2025-12-31T20:35:55.050335] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.051390] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-31T20:35:55.051445] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-31T20:35:55.051477] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-31T20:35:55.052312] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:55.052377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:55.057449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:55.059344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:55.059850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:55.060600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:55.061953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:55.063204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:55.064253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:55.065565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:55.066946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.096357] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-31T20:35:55.096424] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=60.4656%)
[2025-12-31T20:35:55.096800] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-31T20:35:55.096851] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-31T20:35:55.097658] [INFO ] [main      ] Progress: 195/409 forecasts completed (47.7%). PGJ finished in 0.6s. ETA: 36.2s. Rate: 354.43 forecasts/min
[2025-12-31T20:35:55.108402] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.109374] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-31T20:35:55.109432] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-31T20:35:55.109464] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-31T20:35:55.110257] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:55.110320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:55.112220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:55.112763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:55.113388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:55.113964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:55.116364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:55.120590] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.156164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:55.157967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:35:55.159153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.175122] [DEBUG] [MAG       ] LYRA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.289414] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.290529] [INFO ] [LOCAL     ] LYRA: Saved forecast.
[2025-12-31T20:35:55.290620] [INFO ] [main      ] LYRA: Signal=1 (Conf=90.0%), Magnitude=15.32% (Conf=33.3437%)
[2025-12-31T20:35:55.291208] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-31T20:35:55.291260] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-31T20:35:55.291666] [INFO ] [main      ] Progress: 196/409 forecasts completed (47.9%). LYRA finished in 0.6s. ETA: 36.1s. Rate: 354.17 forecasts/min
[2025-12-31T20:35:55.303870] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.304756] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-31T20:35:55.304808] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-31T20:35:55.304840] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-31T20:35:55.305623] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:55.305683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:55.310478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:55.360334] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-31T20:35:55.360400] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=54.1706%)
[2025-12-31T20:35:55.360860] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-31T20:35:55.360912] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-31T20:35:55.361647] [INFO ] [main      ] Progress: 197/409 forecasts completed (48.2%). GPIQ finished in 0.6s. ETA: 35.8s. Rate: 355.23 forecasts/min
[2025-12-31T20:35:55.376874] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.377781] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-31T20:35:55.377833] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-31T20:35:55.377864] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-31T20:35:55.378650] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:55.378713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:55.383699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:55.422605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:55.423495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:55.423702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:55.424474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:55.425412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.425683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:55.427812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:35:55.428660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.431091] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.504838] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.603760] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.672058] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.703644] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-31T20:35:55.703711] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=69.7337%)
[2025-12-31T20:35:55.703872] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-31T20:35:55.703915] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-31T20:35:55.705088] [INFO ] [main      ] Progress: 198/409 forecasts completed (48.4%). CPK finished in 0.7s. ETA: 35.8s. Rate: 353.38 forecasts/min
[2025-12-31T20:35:55.718341] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.719237] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-31T20:35:55.719310] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-31T20:35:55.719343] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-31T20:35:55.720132] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:55.720192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:55.721903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:55.722409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:55.722822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:55.760516] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.766287] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-31
[2025-12-31T20:35:55.772549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.825979] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-31T20:35:55.826043] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=52.0521%)
[2025-12-31T20:35:55.826382] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-31T20:35:55.826432] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-31T20:35:55.826665] [INFO ] [main      ] Progress: 199/409 forecasts completed (48.7%). NRC finished in 0.7s. ETA: 35.6s. Rate: 353.89 forecasts/min
[2025-12-31T20:35:55.838764] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:55.839735] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-31T20:35:55.839794] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-31T20:35:55.839826] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-31T20:35:55.840624] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:55.840684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:55.842361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:55.842905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:55.843296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:55.845105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:55.847091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:55.848714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:55.924969] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:55.932196] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.006185] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-31T20:35:56.006262] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=57.1138%)
[2025-12-31T20:35:56.006737] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-31T20:35:56.006791] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-31T20:35:56.007659] [INFO ] [main      ] Progress: 200/409 forecasts completed (48.9%). NOMD finished in 0.6s. ETA: 35.4s. Rate: 353.77 forecasts/min
[2025-12-31T20:35:56.017630] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.018662] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-31T20:35:56.018718] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-31T20:35:56.018751] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-31T20:35:56.019551] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:56.019629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:56.021305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:56.021846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:56.022761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:56.023896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:56.029882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.034933] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-31T20:35:56.035007] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=56.8524%)
[2025-12-31T20:35:56.035387] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-31T20:35:56.035438] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-31T20:35:56.035635] [INFO ] [main      ] Progress: 201/409 forecasts completed (49.1%). UAL finished in 0.7s. ETA: 35.1s. Rate: 355.24 forecasts/min
[2025-12-31T20:35:56.047535] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.048365] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-31T20:35:56.048414] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-31T20:35:56.048445] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-31T20:35:56.049227] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:56.049314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:56.051010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:56.051531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:56.051950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:56.054774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:56.056871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.121871] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.192807] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.298845] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.359435] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.361835] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-31T20:35:56.361919] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=50.1841%)
[2025-12-31T20:35:56.362125] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-31T20:35:56.362187] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-31T20:35:56.362946] [INFO ] [main      ] Progress: 202/409 forecasts completed (49.4%). BOC finished in 0.7s. ETA: 35.1s. Rate: 353.60 forecasts/min
[2025-12-31T20:35:56.366093] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.374547] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.375433] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-31T20:35:56.375485] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-31T20:35:56.375518] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-31T20:35:56.376316] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:56.376382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:56.381358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:56.382284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:35:56.383364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:56.386659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:56.387911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:56.388998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:56.389775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:56.391614] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.391953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.440186] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-31T20:35:56.440252] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=53.5896%)
[2025-12-31T20:35:56.440644] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-31T20:35:56.440696] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-31T20:35:56.440661] [INFO ] [main      ] Progress: 203/409 forecasts completed (49.6%). TWFG finished in 0.6s. ETA: 34.9s. Rate: 354.55 forecasts/min
[2025-12-31T20:35:56.452433] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.454271] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-31T20:35:56.454323] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-31T20:35:56.454355] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-31T20:35:56.455160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:56.455221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:56.460097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:56.461393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:35:56.462950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:56.465330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.531557] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.557793] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.598862] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-31T20:35:56.598928] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=59.4878%)
[2025-12-31T20:35:56.599404] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-31T20:35:56.599457] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-31T20:35:56.599663] [INFO ] [main      ] Progress: 204/409 forecasts completed (49.9%). MGTX finished in 0.6s. ETA: 34.7s. Rate: 354.65 forecasts/min
[2025-12-31T20:35:56.610306] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.611289] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-31T20:35:56.611350] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-31T20:35:56.611382] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-31T20:35:56.612165] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:56.612225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:56.617064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:56.618982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:35:56.619710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:56.621447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.646634] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-31T20:35:56.646704] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=55.4778%)
[2025-12-31T20:35:56.646864] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-31T20:35:56.646908] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-31T20:35:56.648666] [INFO ] [main      ] Progress: 205/409 forecasts completed (50.1%). KFY finished in 0.6s. ETA: 34.4s. Rate: 355.89 forecasts/min
[2025-12-31T20:35:56.658635] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:56.659919] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-31T20:35:56.659971] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-31T20:35:56.660003] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-31T20:35:56.660787] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:56.660846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:56.746700] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.774080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:35:56.776053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:56.776830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:56.806014] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.926102] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:56.961414] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-31
[2025-12-31T20:35:56.972125] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.007952] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-31T20:35:57.008017] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=4.82% (Conf=52.5799%)
[2025-12-31T20:35:57.008188] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-31T20:35:57.008233] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-31T20:35:57.009096] [INFO ] [main      ] Progress: 206/409 forecasts completed (50.4%). FSLY finished in 0.6s. ETA: 34.4s. Rate: 353.93 forecasts/min
[2025-12-31T20:35:57.018990] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.020130] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-31T20:35:57.020183] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-31T20:35:57.020216] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-31T20:35:57.021022] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:57.021086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:57.022838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:57.023359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:57.023838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:57.024251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:57.024927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:35:57.026945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:57.031042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:57.032286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.038005] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-31T20:35:57.038070] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=65.0245%)
[2025-12-31T20:35:57.038423] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-31T20:35:57.038474] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-31T20:35:57.038650] [INFO ] [main      ] Progress: 207/409 forecasts completed (50.6%). CTBB finished in 0.6s. ETA: 34.1s. Rate: 355.35 forecasts/min
[2025-12-31T20:35:57.049829] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.050870] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-31T20:35:57.050923] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-31T20:35:57.050954] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-31T20:35:57.051744] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:57.051805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:57.056713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:57.110155] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-31
[2025-12-31T20:35:57.129593] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.168319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:35:57.174258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.200907] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-31T20:35:57.200973] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=3.29% (Conf=50.639%)
[2025-12-31T20:35:57.201414] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-31T20:35:57.201467] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-31T20:35:57.201672] [INFO ] [main      ] Progress: 208/409 forecasts completed (50.9%). BHFAO finished in 0.6s. ETA: 33.9s. Rate: 355.41 forecasts/min
[2025-12-31T20:35:57.212270] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.213076] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-31T20:35:57.213126] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-31T20:35:57.213157] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-31T20:35:57.214127] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:57.214189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:57.216039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:57.216593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:35:57.219470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:35:57.221569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:35:57.239139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.276965] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.348626] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-31T20:35:57.348701] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=61.4139%)
[2025-12-31T20:35:57.349065] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-31T20:35:57.349125] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-31T20:35:57.350652] [INFO ] [main      ] Progress: 209/409 forecasts completed (51.1%). TSL finished in 0.7s. ETA: 33.7s. Rate: 355.61 forecasts/min
[2025-12-31T20:35:57.360432] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.361297] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-31T20:35:57.361347] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-31T20:35:57.361378] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-31T20:35:57.362151] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:57.362213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:57.363925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:57.364430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:57.365699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:57.368338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.378188] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-31
[2025-12-31T20:35:57.513789] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-31
[2025-12-31T20:35:57.546726] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.572020] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-31
[2025-12-31T20:35:57.665713] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-31T20:35:57.665782] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=51.7198%)
[2025-12-31T20:35:57.666194] [INFO ] [main      ] Progress: 210/409 forecasts completed (51.3%). MCRI finished in 0.7s. ETA: 33.7s. Rate: 354.14 forecasts/min
[2025-12-31T20:35:57.666325] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-31T20:35:57.666371] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-31T20:35:57.679426] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.680542] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-31T20:35:57.680616] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-31T20:35:57.680651] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-31T20:35:57.681116] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.681485] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:57.681561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:35:57.683363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:57.684437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:57.707120] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-31
[2025-12-31T20:35:57.736566] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-31T20:35:57.736651] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=63.3303%)
[2025-12-31T20:35:57.737216] [INFO ] [main      ] Progress: 211/409 forecasts completed (51.6%). SVC finished in 0.7s. ETA: 33.5s. Rate: 355.12 forecasts/min
[2025-12-31T20:35:57.737088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.740072] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.737017] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-31T20:35:57.740553] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-31T20:35:57.752055] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.752899] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-31T20:35:57.752960] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-31T20:35:57.752992] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-31T20:35:57.753772] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:35:57.753996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:57.756604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:57.759078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.799979] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-31T20:35:57.800049] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=50.6972%)
[2025-12-31T20:35:57.800498] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-31T20:35:57.800550] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-31T20:35:57.800665] [INFO ] [main      ] Progress: 212/409 forecasts completed (51.8%). BLE finished in 0.6s. ETA: 33.2s. Rate: 356.17 forecasts/min
[2025-12-31T20:35:57.811373] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.812161] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-31T20:35:57.812212] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-31T20:35:57.812243] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-31T20:35:57.813032] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:57.813092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:57.815448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:57.872632] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:57.934267] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-31T20:35:57.934331] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=62.8078%)
[2025-12-31T20:35:57.934718] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-31T20:35:57.934770] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-31T20:35:57.936666] [INFO ] [main      ] Progress: 213/409 forecasts completed (52.1%). BHFAL finished in 0.6s. ETA: 33.0s. Rate: 356.49 forecasts/min
[2025-12-31T20:35:57.946396] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:57.947307] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-31T20:35:57.947357] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-31T20:35:57.947387] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-31T20:35:57.948174] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:35:57.948234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:57.949969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:57.950483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:57.950950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:35:57.951655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:58.084090] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.102567] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.164295] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.261555] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.276304] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.294840] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.327762] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-31T20:35:58.327834] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=52.6574%)
[2025-12-31T20:35:58.328008] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-31T20:35:58.328052] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-31T20:35:58.328978] [INFO ] [main      ] Progress: 214/409 forecasts completed (52.3%). TROX finished in 0.7s. ETA: 33.0s. Rate: 354.29 forecasts/min
[2025-12-31T20:35:58.338014] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.339867] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:58.340809] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-31T20:35:58.340862] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-31T20:35:58.340895] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-31T20:35:58.341701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:58.341761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:58.346934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:35:58.348436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:58.349106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:58.359338] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-31T20:35:58.359406] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=8.89% (Conf=45.3251%)
[2025-12-31T20:35:58.359779] [INFO ] [main      ] Progress: 215/409 forecasts completed (52.6%). ERNA finished in 0.6s. ETA: 32.7s. Rate: 355.64 forecasts/min
[2025-12-31T20:35:58.360094] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-31T20:35:58.360137] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-31T20:35:58.373174] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:58.374274] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-31T20:35:58.374326] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-31T20:35:58.374357] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-31T20:35:58.375159] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:35:58.375222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:58.377133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:58.377683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:58.378229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:35:58.379208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:58.379888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:35:58.381475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:35:58.382900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:35:58.384123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:58.417979] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-31T20:35:58.418055] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=55.1091%)
[2025-12-31T20:35:58.418560] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-31T20:35:58.418628] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-31T20:35:58.418668] [INFO ] [main      ] Progress: 216/409 forecasts completed (52.8%). CMCSA finished in 0.6s. ETA: 32.5s. Rate: 356.72 forecasts/min
[2025-12-31T20:35:58.429109] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:58.429812] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-31T20:35:58.429874] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-31T20:35:58.429905] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-31T20:35:58.430684] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:58.430741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:58.433103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:58.462120] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.543009] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-31T20:35:58.543076] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-28.19% (Conf=54.3835%)
[2025-12-31T20:35:58.543501] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-31T20:35:58.543566] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-31T20:35:58.544655] [INFO ] [main      ] Progress: 217/409 forecasts completed (53.1%). HYMC finished in 0.6s. ETA: 32.3s. Rate: 357.13 forecasts/min
[2025-12-31T20:35:58.555803] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:58.556775] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-31T20:35:58.556828] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-31T20:35:58.556859] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-31T20:35:58.557652] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-31T20:35:58.557719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:58.562531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:58.564326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:58.564828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:58.565222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:58.565986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:58.566634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:58.567733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:35:58.568179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:35:58.569210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:35:58.570822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:58.571824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:35:58.572489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:35:58.573590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:35:58.575531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:58.695384] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.723036] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.767599] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.866969] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.888790] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.909554] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-31
[2025-12-31T20:35:58.934940] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:58.937682] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-31T20:35:58.937748] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=2.61% (Conf=62.6656%)
[2025-12-31T20:35:58.938121] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-31T20:35:58.938175] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-31T20:35:58.938164] [INFO ] [main      ] Progress: 218/409 forecasts completed (53.3%). BFS finished in 0.6s. ETA: 32.3s. Rate: 354.94 forecasts/min
[2025-12-31T20:35:58.949205] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:58.950321] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-31T20:35:58.950373] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-31T20:35:58.950405] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-31T20:35:58.951228] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:35:58.951301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:58.956302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:58.958495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:58.959051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:58.959479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:35:58.961930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:35:58.963024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.001194] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-31T20:35:59.001259] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=60.7726%)
[2025-12-31T20:35:59.001421] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-31T20:35:59.001465] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-31T20:35:59.002539] [INFO ] [main      ] Progress: 219/409 forecasts completed (53.5%). NEM finished in 0.6s. ETA: 32.0s. Rate: 355.95 forecasts/min
[2025-12-31T20:35:59.012860] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.013858] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-31T20:35:59.013910] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-31T20:35:59.013942] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-31T20:35:59.014742] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:59.014805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:59.019715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:59.021554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:59.022055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:59.022455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:35:59.044766] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-31T20:35:59.044834] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-3.81% (Conf=52.7731%)
[2025-12-31T20:35:59.045164] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-31T20:35:59.045216] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-31T20:35:59.045670] [INFO ] [main      ] Progress: 220/409 forecasts completed (53.8%). SYNA finished in 0.6s. ETA: 31.8s. Rate: 357.16 forecasts/min
[2025-12-31T20:35:59.056538] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.057406] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-31T20:35:59.057456] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-31T20:35:59.057486] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-31T20:35:59.058277] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:35:59.058341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:59.060114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:59.060674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:59.061069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:35:59.062033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:35:59.064752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:35:59.065820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:35:59.070171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:35:59.071591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:59.071877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:35:59.074334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.074622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:35:59.075307] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:59.078608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:35:59.079397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:35:59.082162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.157897] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-31T20:35:59.157971] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=60.3632%)
[2025-12-31T20:35:59.158134] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-31T20:35:59.158178] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-31T20:35:59.159648] [INFO ] [main      ] Progress: 221/409 forecasts completed (54.0%). LEVI finished in 0.6s. ETA: 31.5s. Rate: 357.68 forecasts/min
[2025-12-31T20:35:59.169422] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.170480] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-31T20:35:59.170531] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-31T20:35:59.170562] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-31T20:35:59.171362] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:59.171422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:59.176603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:59.284088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:35:59.285444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.316255] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-31
[2025-12-31T20:35:59.411616] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-31
[2025-12-31T20:35:59.421239] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-31
[2025-12-31T20:35:59.492704] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:59.575675] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-31T20:35:59.575748] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.2582%)
[2025-12-31T20:35:59.576143] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-31T20:35:59.576197] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-31T20:35:59.576670] [INFO ] [main      ] Progress: 222/409 forecasts completed (54.3%). QQQI finished in 0.6s. ETA: 31.6s. Rate: 355.30 forecasts/min
[2025-12-31T20:35:59.585223] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:59.588445] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.589305] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-31T20:35:59.589361] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-31T20:35:59.589404] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-31T20:35:59.590212] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:35:59.590271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:35:59.591070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.594379] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:59.626498] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-31
[2025-12-31T20:35:59.662021] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-31T20:35:59.662096] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-2.69% (Conf=64.3834%)
[2025-12-31T20:35:59.662457] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-31T20:35:59.662508] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-31T20:35:59.663597] [INFO ] [main      ] Progress: 223/409 forecasts completed (54.5%). WTBA finished in 0.6s. ETA: 31.3s. Rate: 356.07 forecasts/min
[2025-12-31T20:35:59.673875] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.674891] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-31T20:35:59.674942] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-31T20:35:59.674975] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-31T20:35:59.675763] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:59.675822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:59.677514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:59.678376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:59.678792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:35:59.718302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:35:59.719009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.723236] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-31T20:35:59.723301] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.3049%)
[2025-12-31T20:35:59.723691] [INFO ] [main      ] Progress: 224/409 forecasts completed (54.8%). BLTE finished in 0.7s. ETA: 31.1s. Rate: 357.10 forecasts/min
[2025-12-31T20:35:59.723817] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-31T20:35:59.723861] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-31T20:35:59.735589] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.736543] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-31T20:35:59.736612] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-31T20:35:59.736644] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-31T20:35:59.737418] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:35:59.737490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:35:59.739192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:35:59.739748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:35:59.740137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:35:59.742124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:35:59.742885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:35:59.795646] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:35:59.893246] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-31T20:35:59.893313] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=55.3015%)
[2025-12-31T20:35:59.893732] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-31T20:35:59.893785] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-31T20:35:59.895649] [INFO ] [main      ] Progress: 225/409 forecasts completed (55.0%). PTF finished in 0.7s. ETA: 30.9s. Rate: 357.06 forecasts/min
[2025-12-31T20:35:59.905216] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:35:59.906512] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-31T20:35:59.906563] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-31T20:35:59.906618] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-31T20:35:59.907412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:35:59.907482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:35:59.912509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:35:59.947758] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.023737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:00.024965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:00.063469] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.092258] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.136976] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:00.191038] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-31T20:36:00.191106] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=53.5245%)
[2025-12-31T20:36:00.191269] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-31T20:36:00.191313] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-31T20:36:00.192662] [INFO ] [main      ] Progress: 226/409 forecasts completed (55.3%). EGY finished in 0.6s. ETA: 30.9s. Rate: 355.85 forecasts/min
[2025-12-31T20:36:00.204218] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:00.205089] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-31T20:36:00.205139] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-31T20:36:00.205171] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-31T20:36:00.205975] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:00.206035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:00.207722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:00.208224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:00.208630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:00.234162] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:00.265835] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:00.296374] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-31T20:36:00.296441] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2025-12-31T20:36:00.296819] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-31T20:36:00.296872] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-31T20:36:00.297411] [INFO ] [main      ] Progress: 227/409 forecasts completed (55.5%). IGSB finished in 0.6s. ETA: 30.6s. Rate: 356.45 forecasts/min
[2025-12-31T20:36:00.309591] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:00.310628] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-31T20:36:00.310683] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-31T20:36:00.310716] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-31T20:36:00.311911] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:00.313180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:00.315084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:00.315620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:00.316502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:00.330437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:00.336245] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-31T20:36:00.336311] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=41.4122%)
[2025-12-31T20:36:00.336696] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-31T20:36:00.336747] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-31T20:36:00.337477] [INFO ] [main      ] Progress: 228/409 forecasts completed (55.7%). ABOS finished in 0.6s. ETA: 30.4s. Rate: 357.64 forecasts/min
[2025-12-31T20:36:00.348553] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:00.349559] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-31T20:36:00.349634] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-31T20:36:00.349666] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-31T20:36:00.350435] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:00.350843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:00.352545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:00.353091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:00.353486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:00.354748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:00.430839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:00.458402] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.666872] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:00.752074] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-31T20:36:00.752140] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=57.5233%)
[2025-12-31T20:36:00.752628] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-31T20:36:00.752681] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-31T20:36:00.752659] [INFO ] [main      ] Progress: 229/409 forecasts completed (56.0%). MCBS finished in 0.9s. ETA: 30.4s. Rate: 355.36 forecasts/min
[2025-12-31T20:36:00.764196] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:00.765358] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-31T20:36:00.765410] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-31T20:36:00.765441] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-31T20:36:00.766251] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:00.766315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:00.786699] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.819020] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.869375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:00.874687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:00.876150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:00.897529] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-31
[2025-12-31T20:36:00.960201] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.060080] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-31T20:36:01.060147] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=59.2726%)
[2025-12-31T20:36:01.060326] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-31T20:36:01.060371] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-31T20:36:01.060938] [INFO ] [main      ] Progress: 230/409 forecasts completed (56.2%). CF finished in 0.9s. ETA: 30.3s. Rate: 354.08 forecasts/min
[2025-12-31T20:36:01.068909] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.072398] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.073630] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-31T20:36:01.073685] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-31T20:36:01.073718] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-31T20:36:01.074545] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:01.074636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:01.076397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:01.076970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:01.077386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:01.096139] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.126445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:01.128389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:01.149774] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-31T20:36:01.149842] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=46.355%)
[2025-12-31T20:36:01.150194] [INFO ] [main      ] Progress: 231/409 forecasts completed (56.5%). HTD finished in 0.9s. ETA: 30.1s. Rate: 354.81 forecasts/min
[2025-12-31T20:36:01.150320] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-31T20:36:01.150365] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-31T20:36:01.151556] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-31T20:36:01.151640] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=61.4774%)
[2025-12-31T20:36:01.152009] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-31T20:36:01.152769] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-31T20:36:01.153725] [INFO ] [main      ] Progress: 232/409 forecasts completed (56.7%). CGEN finished in 0.8s. ETA: 29.8s. Rate: 356.32 forecasts/min
[2025-12-31T20:36:01.162355] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.163196] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-31T20:36:01.163246] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-31T20:36:01.163277] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-31T20:36:01.164073] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:01.164134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:01.165089] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.165920] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-31T20:36:01.165972] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-31T20:36:01.166003] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-31T20:36:01.166801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:01.166876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:01.168594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:01.168975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:01.169112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:01.169971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:01.171645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:01.218171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:01.237212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:01.238688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:01.240563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:01.249146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:01.252486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:01.253729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:01.332944] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-31
[2025-12-31T20:36:01.464860] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-31
[2025-12-31T20:36:01.517857] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.622208] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-31
[2025-12-31T20:36:01.640438] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-31T20:36:01.640532] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-5.50% (Conf=56.6818%)
[2025-12-31T20:36:01.641022] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-31T20:36:01.641099] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-31T20:36:01.641640] [INFO ] [main      ] Progress: 233/409 forecasts completed (57.0%). NEOG finished in 0.9s. ETA: 29.9s. Rate: 353.44 forecasts/min
[2025-12-31T20:36:01.658719] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.659838] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-31T20:36:01.659920] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-31T20:36:01.659979] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-31T20:36:01.661180] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:01.661263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:01.664389] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.727276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:01.729500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:01.732469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:01.736738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:01.757645] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-31T20:36:01.757715] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=58.0423%)
[2025-12-31T20:36:01.757894] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-31T20:36:01.757952] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-31T20:36:01.759649] [INFO ] [main      ] Progress: 234/409 forecasts completed (57.2%). RUSHA finished in 0.7s. ETA: 29.7s. Rate: 353.90 forecasts/min
[2025-12-31T20:36:01.770767] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.771680] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-31T20:36:01.771744] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-31T20:36:01.771776] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-31T20:36:01.772599] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:01.772661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:01.778019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:01.780105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:01.780649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:01.781077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:01.789500] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:01.808467] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-31
[2025-12-31T20:36:01.924809] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-31T20:36:01.924880] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=61.376%)
[2025-12-31T20:36:01.925249] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-31T20:36:01.925303] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-31T20:36:01.925678] [INFO ] [main      ] Progress: 235/409 forecasts completed (57.5%). KEYS finished in 0.8s. ETA: 29.5s. Rate: 353.93 forecasts/min
[2025-12-31T20:36:01.937858] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:01.938934] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-31T20:36:01.938989] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-31T20:36:01.939022] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-31T20:36:01.939917] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:01.939981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:01.945040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:01.947053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:01.947538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:01.947969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:02.110866] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:02.125406] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-31
[2025-12-31T20:36:02.216720] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-31T20:36:02.216818] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=55.3167%)
[2025-12-31T20:36:02.217322] [INFO ] [main      ] Progress: 236/409 forecasts completed (57.7%). AUDC finished in 1.1s. ETA: 29.4s. Rate: 352.85 forecasts/min
[2025-12-31T20:36:02.217495] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-31T20:36:02.217564] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-31T20:36:02.233146] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:02.234305] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-31T20:36:02.234379] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-31T20:36:02.234436] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-31T20:36:02.235611] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:02.235698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:02.239507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:02.242155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:02.292706] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:02.295146] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-31
[2025-12-31T20:36:02.329489] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-31
[2025-12-31T20:36:02.329469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:02.336637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:02.352700] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-31T20:36:02.352769] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=61.1927%)
[2025-12-31T20:36:02.352949] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-31T20:36:02.352994] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-31T20:36:02.353983] [INFO ] [main      ] Progress: 237/409 forecasts completed (57.9%). ARI finished in 0.6s. ETA: 29.2s. Rate: 353.14 forecasts/min
[2025-12-31T20:36:02.364949] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:02.365800] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-31T20:36:02.365852] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-31T20:36:02.365883] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-31T20:36:02.366691] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:02.366756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:02.369216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:02.371670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:02.371766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:36:02.373460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:02.373992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:02.374248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:02.374384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:02.375262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:02.376235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:02.376865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:02.468751] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:02.595106] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-31T20:36:02.595175] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=56.7246%)
[2025-12-31T20:36:02.595534] [INFO ] [main      ] Fetching symbol history for GBX...
[2025-12-31T20:36:02.595608] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2025-12-31T20:36:02.595661] [INFO ] [main      ] Progress: 238/409 forecasts completed (58.2%). SMTC finished in 0.7s. ETA: 29.1s. Rate: 352.52 forecasts/min
[2025-12-31T20:36:02.607629] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:02.608562] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2025-12-31T20:36:02.608633] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2025-12-31T20:36:02.608665] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2025-12-31T20:36:02.609633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:02.609697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:02.611499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:02.612068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:02.612473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:02.613259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:02.614173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:02.616369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:02.631612] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:02.714908] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-31
[2025-12-31T20:36:02.786962] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-31T20:36:02.787038] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=62.3143%)
[2025-12-31T20:36:02.787207] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-31T20:36:02.787253] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-31T20:36:02.788665] [INFO ] [main      ] Progress: 239/409 forecasts completed (58.4%). MRVL finished in 1.1s. ETA: 29.0s. Rate: 352.32 forecasts/min
[2025-12-31T20:36:02.798788] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:02.799905] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-31T20:36:02.799960] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-31T20:36:02.799992] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-31T20:36:02.800807] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:02.800868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:02.848863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:02.852030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:02.864326] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-31
[2025-12-31T20:36:02.887714] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:02.974569] [DEBUG] [MAG       ] GBX: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.032056] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-31T20:36:03.032126] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=63.5582%)
[2025-12-31T20:36:03.032290] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-31T20:36:03.032336] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-31T20:36:03.032840] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.033027] [INFO ] [main      ] Progress: 240/409 forecasts completed (58.7%). ULTA finished in 0.7s. ETA: 28.8s. Rate: 351.68 forecasts/min
[2025-12-31T20:36:03.043721] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.046448] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-31T20:36:03.046505] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-31T20:36:03.046538] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-31T20:36:03.047357] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:03.047422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:03.049203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:03.049779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:03.050911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:03.053075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.141024] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.158116] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-31T20:36:03.158183] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=27.7051%)
[2025-12-31T20:36:03.158530] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-31T20:36:03.158685] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-31T20:36:03.158655] [INFO ] [main      ] Progress: 241/409 forecasts completed (58.9%). EVSD finished in 0.9s. ETA: 28.6s. Rate: 352.07 forecasts/min
[2025-12-31T20:36:03.169975] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.171004] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-31T20:36:03.171058] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-31T20:36:03.171091] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-31T20:36:03.171945] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:03.172007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:03.173737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:03.174296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:03.174723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:03.175631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:03.200084] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.239018] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2025-12-31T20:36:03.239086] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=41.182%)
[2025-12-31T20:36:03.239491] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-31T20:36:03.239543] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-31T20:36:03.240646] [INFO ] [main      ] Progress: 242/409 forecasts completed (59.2%). GBX finished in 0.6s. ETA: 28.4s. Rate: 352.83 forecasts/min
[2025-12-31T20:36:03.252827] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.253785] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-31T20:36:03.253837] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-31T20:36:03.253869] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-31T20:36:03.254668] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:03.254727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:03.259602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:03.261384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:03.261885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:03.262284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.287190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:03.289943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.366751] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.402924] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.479448] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-31T20:36:03.479520] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=58.1687%)
[2025-12-31T20:36:03.479718] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-31T20:36:03.479781] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-31T20:36:03.481675] [INFO ] [main      ] Progress: 243/409 forecasts completed (59.4%). HALO finished in 0.7s. ETA: 28.3s. Rate: 352.22 forecasts/min
[2025-12-31T20:36:03.491473] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.492628] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-31T20:36:03.492680] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-31T20:36:03.492712] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-31T20:36:03.493495] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:03.493565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:03.494797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:03.569817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.576983] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.597085] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.630772] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.707182] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-31T20:36:03.707249] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=57.2798%)
[2025-12-31T20:36:03.707644] [INFO ] [main      ] Progress: 244/409 forecasts completed (59.7%). TRI finished in 0.7s. ETA: 28.1s. Rate: 351.75 forecasts/min
[2025-12-31T20:36:03.707777] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-31T20:36:03.707822] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-31T20:36:03.718723] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.720361] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-31T20:36:03.720420] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-31T20:36:03.720452] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-31T20:36:03.723819] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:03.723892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:03.729146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:03.731085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:03.731605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:03.732010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:03.732792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.765195] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.804648] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:03.832225] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-31T20:36:03.832295] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=59.6899%)
[2025-12-31T20:36:03.832803] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-31T20:36:03.832927] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-31T20:36:03.833665] [INFO ] [main      ] Progress: 245/409 forecasts completed (59.9%). GTY finished in 0.6s. ETA: 27.9s. Rate: 352.13 forecasts/min
[2025-12-31T20:36:03.848448] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.853654] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-31T20:36:03.853715] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-31T20:36:03.853749] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-31T20:36:03.854613] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:03.854675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:03.871423] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-31T20:36:03.871491] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=53.0749%)
[2025-12-31T20:36:03.872023] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-31T20:36:03.872069] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-31T20:36:03.872842] [INFO ] [main      ] Progress: 246/409 forecasts completed (60.1%). HBNC finished in 0.7s. ETA: 27.7s. Rate: 353.23 forecasts/min
[2025-12-31T20:36:03.882896] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:03.884375] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-31T20:36:03.884427] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-31T20:36:03.884458] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-31T20:36:03.885245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:03.885306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:03.887039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:03.887550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:03.936677] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-31
[2025-12-31T20:36:03.963746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:03.965828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:03.970166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:03.973794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:03.974768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:03.975449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:36:03.979632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:04.074510] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-31
[2025-12-31T20:36:04.108082] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.163268] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-31T20:36:04.163336] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-5.93% (Conf=52.7865%)
[2025-12-31T20:36:04.163507] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-31T20:36:04.163553] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-31T20:36:04.163923] [INFO ] [main      ] Progress: 247/409 forecasts completed (60.4%). OMEX finished in 0.7s. ETA: 27.6s. Rate: 352.21 forecasts/min
[2025-12-31T20:36:04.176808] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.177845] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-31T20:36:04.177903] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-31T20:36:04.177935] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-31T20:36:04.178742] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:04.178808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:04.179616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:04.252190] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.257892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:04.259961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:04.260472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:04.261552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:04.263250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:04.264309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:04.265000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:04.312412] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-31T20:36:04.312480] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.9399%)
[2025-12-31T20:36:04.312854] [INFO ] [main      ] Progress: 248/409 forecasts completed (60.6%). VCSH finished in 0.6s. ETA: 27.4s. Rate: 352.39 forecasts/min
[2025-12-31T20:36:04.313008] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-31T20:36:04.313055] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-31T20:36:04.314911] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-31
[2025-12-31T20:36:04.324762] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.325756] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-31T20:36:04.325814] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-31T20:36:04.325847] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-31T20:36:04.327022] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:04.327088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:04.329028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:04.329655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:04.330150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:04.330873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:04.334566] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-31
[2025-12-31T20:36:04.483922] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.501196] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.565482] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-31T20:36:04.565549] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=6.76% (Conf=51.7373%)
[2025-12-31T20:36:04.565925] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-31T20:36:04.565976] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-31T20:36:04.567655] [INFO ] [main      ] Progress: 249/409 forecasts completed (60.9%). FNKO finished in 0.7s. ETA: 27.3s. Rate: 351.69 forecasts/min
[2025-12-31T20:36:04.577447] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.578334] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-31T20:36:04.578385] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-31T20:36:04.578417] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-31T20:36:04.579210] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:04.579295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:04.580049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:04.627740] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-31T20:36:04.627810] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=6.21% (Conf=54.6681%)
[2025-12-31T20:36:04.628169] [INFO ] [main      ] Fetching symbol history for CFO...
[2025-12-31T20:36:04.628220] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2025-12-31T20:36:04.628632] [INFO ] [main      ] Progress: 250/409 forecasts completed (61.1%). SEZL finished in 0.8s. ETA: 27.1s. Rate: 352.60 forecasts/min
[2025-12-31T20:36:04.635160] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-31
[2025-12-31T20:36:04.638304] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.639366] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2025-12-31T20:36:04.639418] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2025-12-31T20:36:04.639449] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2025-12-31T20:36:04.640261] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:04.640323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:04.642032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:04.642552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:04.642962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:04.682181] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-31
[2025-12-31T20:36:04.693690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:04.695715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:04.697018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:04.698277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:04.700333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:04.700852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:04.702210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:04.704473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:04.706194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:04.759533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:04.761556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:04.801287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:04.809716] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.854090] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:04.876799] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-31T20:36:04.876877] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-4.03% (Conf=50.4859%)
[2025-12-31T20:36:04.877038] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-31T20:36:04.877082] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-31T20:36:04.879682] [INFO ] [main      ] Progress: 251/409 forecasts completed (61.4%). UXIN finished in 0.7s. ETA: 26.9s. Rate: 351.93 forecasts/min
[2025-12-31T20:36:04.888828] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.890506] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-31T20:36:04.890563] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-31T20:36:04.890613] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-31T20:36:04.891414] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:04.891477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:04.896289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:04.898136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:04.898648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:04.899086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:04.899532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:04.901987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:04.923990] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-31T20:36:04.924055] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=58.2656%)
[2025-12-31T20:36:04.924445] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-31T20:36:04.924498] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-31T20:36:04.924657] [INFO ] [main      ] Progress: 252/409 forecasts completed (61.6%). NFBK finished in 0.6s. ETA: 26.7s. Rate: 352.96 forecasts/min
[2025-12-31T20:36:04.936282] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:04.937173] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-31T20:36:04.937225] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-31T20:36:04.937268] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-31T20:36:04.938107] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:04.938169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:04.943157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:04.944039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:04.944629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.010949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:05.011843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.060217] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.145934] [DEBUG] [MAG       ] CFO: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.237868] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:05.295688] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.316642] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-31T20:36:05.316729] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=56.0922%)
[2025-12-31T20:36:05.317237] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:05.317319] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-31T20:36:05.317380] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-31T20:36:05.317650] [INFO ] [main      ] Progress: 253/409 forecasts completed (61.9%). HOMB finished in 0.8s. ETA: 26.7s. Rate: 351.14 forecasts/min
[2025-12-31T20:36:05.329450] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:05.330640] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-31T20:36:05.330699] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-31T20:36:05.330734] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-31T20:36:05.331556] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:05.331636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:05.336838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:05.338739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:05.339266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:05.339711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:05.342181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:36:05.346320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.354380] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.397175] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2025-12-31T20:36:05.397243] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=52.4712%)
[2025-12-31T20:36:05.397669] [INFO ] [main      ] Fetching symbol history for ARBB...
[2025-12-31T20:36:05.397722] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2025-12-31T20:36:05.398628] [INFO ] [main      ] Progress: 254/409 forecasts completed (62.1%). CFO finished in 0.8s. ETA: 26.4s. Rate: 351.87 forecasts/min
[2025-12-31T20:36:05.408544] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:05.409646] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2025-12-31T20:36:05.409699] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2025-12-31T20:36:05.409730] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2025-12-31T20:36:05.410564] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:05.410648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:05.415534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:05.417367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:05.417857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:05.418295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:05.418703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:05.464158] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:05.495451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:05.496752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:05.498856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:05.499630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:36:05.503981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.520955] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:05.530419] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-31T20:36:05.530488] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=62.9295%)
[2025-12-31T20:36:05.530914] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-31T20:36:05.530968] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-31T20:36:05.531640] [INFO ] [main      ] Progress: 255/409 forecasts completed (62.3%). SUNS finished in 0.6s. ETA: 26.2s. Rate: 352.17 forecasts/min
[2025-12-31T20:36:05.541980] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:05.543055] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-31T20:36:05.543107] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-31T20:36:05.543139] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-31T20:36:05.544002] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:05.544070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:05.545886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:05.546412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:05.547539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:05.552117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:05.553230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:36:05.553944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:05.554713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:05.555872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:05.557981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.590826] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-31T20:36:05.590909] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=60.5229%)
[2025-12-31T20:36:05.591074] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-31T20:36:05.591127] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-31T20:36:05.591930] [INFO ] [main      ] Progress: 256/409 forecasts completed (62.6%). LCNB finished in 0.7s. ETA: 26.0s. Rate: 353.07 forecasts/min
[2025-12-31T20:36:05.602378] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:05.603648] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-31T20:36:05.603774] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-31T20:36:05.603837] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-31T20:36:05.604682] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:05.604744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:05.609608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:05.611403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:05.611910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:05.612297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:05.614705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:05.617717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:05.695422] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.850808] [DEBUG] [MAG       ] ARBB: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.870081] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:05.914395] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-31
[2025-12-31T20:36:05.957791] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-31
[2025-12-31T20:36:06.022928] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.055367] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-31T20:36:06.055438] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=73.10% (Conf=58.5843%)
[2025-12-31T20:36:06.055815] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-31T20:36:06.055869] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-31T20:36:06.056652] [INFO ] [main      ] Progress: 257/409 forecasts completed (62.8%). TSDD finished in 0.7s. ETA: 26.0s. Rate: 350.70 forecasts/min
[2025-12-31T20:36:06.068338] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.069686] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-31T20:36:06.069742] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-31T20:36:06.069774] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-31T20:36:06.070808] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:06.070875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.076549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.078447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:06.078976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:06.079640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:06.086682] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.122137] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2025-12-31T20:36:06.122204] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=4.01% (Conf=40.5193%)
[2025-12-31T20:36:06.122591] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-31T20:36:06.122643] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-31T20:36:06.123653] [INFO ] [main      ] Progress: 258/409 forecasts completed (63.1%). ARBB finished in 0.7s. ETA: 25.8s. Rate: 351.53 forecasts/min
[2025-12-31T20:36:06.130337] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.134135] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.135032] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-31T20:36:06.135082] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-31T20:36:06.135125] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-31T20:36:06.135929] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:06.135991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.140841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:06.141676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:06.142824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-31T20:36:06.146770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:06.147867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.150200] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-31T20:36:06.150264] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=44.8688%)
[2025-12-31T20:36:06.150647] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-31T20:36:06.150700] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-31T20:36:06.151628] [INFO ] [main      ] Progress: 259/409 forecasts completed (63.3%). SHY finished in 0.6s. ETA: 25.5s. Rate: 352.67 forecasts/min
[2025-12-31T20:36:06.162355] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.163304] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-31T20:36:06.163356] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-31T20:36:06.163389] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-31T20:36:06.164204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:06.164267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.169607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.171439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:06.171943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:06.193897] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-31T20:36:06.193967] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=56.5313%)
[2025-12-31T20:36:06.194122] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-31T20:36:06.194166] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-31T20:36:06.194832] [INFO ] [main      ] Progress: 260/409 forecasts completed (63.6%). SIEB finished in 0.6s. ETA: 25.3s. Rate: 353.68 forecasts/min
[2025-12-31T20:36:06.199928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:06.201446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:06.203805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:06.204325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:06.205496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:06.205760] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.206650] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-31T20:36:06.206706] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-31T20:36:06.206737] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-31T20:36:06.207495] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:06.207559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.207605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.209287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:06.209824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:06.212226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:06.213287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:06.213878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:06.215091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.217711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:06.219106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:06.220829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:36:06.226946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.491913] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-31
[2025-12-31T20:36:06.558786] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-31
[2025-12-31T20:36:06.559284] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-31
[2025-12-31T20:36:06.570226] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-31
[2025-12-31T20:36:06.665613] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.725964] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.731074] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.737264] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:06.758911] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-31T20:36:06.758978] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=56.6925%)
[2025-12-31T20:36:06.759402] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-31T20:36:06.759454] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-31T20:36:06.759683] [INFO ] [main      ] Progress: 261/409 forecasts completed (63.8%). BOH finished in 0.6s. ETA: 25.3s. Rate: 350.55 forecasts/min
[2025-12-31T20:36:06.771309] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.772391] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-31T20:36:06.772467] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-31T20:36:06.772500] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-31T20:36:06.773338] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:06.773399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.775770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:06.776290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:06.776703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.803186] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-31T20:36:06.803255] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=54.489%)
[2025-12-31T20:36:06.803686] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-31T20:36:06.803741] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-31T20:36:06.805319] [INFO ] [main      ] Progress: 262/409 forecasts completed (64.1%). STK finished in 0.7s. ETA: 25.1s. Rate: 351.54 forecasts/min
[2025-12-31T20:36:06.805756] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-31T20:36:06.805809] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=62.6217%)
[2025-12-31T20:36:06.805952] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-31T20:36:06.805995] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-31T20:36:06.806105] [INFO ] [main      ] Progress: 263/409 forecasts completed (64.3%). UMC finished in 0.6s. ETA: 24.8s. Rate: 352.87 forecasts/min
[2025-12-31T20:36:06.815710] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.816530] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-31T20:36:06.816605] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-31T20:36:06.816640] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-31T20:36:06.817034] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.817443] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:06.817506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.817673] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-31T20:36:06.817730] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-31T20:36:06.817764] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-31T20:36:06.818608] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:06.818677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.822556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:06.823707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:06.824721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:06.826762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:06.829005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.830825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:06.831296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:06.832317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:06.833988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:06.835071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:06.835776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.861262] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-31T20:36:06.861331] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=50.4264%)
[2025-12-31T20:36:06.861889] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-31T20:36:06.861937] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-31T20:36:06.863656] [INFO ] [main      ] Progress: 264/409 forecasts completed (64.5%). ESTC finished in 0.8s. ETA: 24.6s. Rate: 353.76 forecasts/min
[2025-12-31T20:36:06.864185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:06.874474] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:06.875458] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-31T20:36:06.875510] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-31T20:36:06.875544] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-31T20:36:06.876375] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:06.876442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:06.881609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:06.883454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:06.883990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:06.884418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:06.886158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:06.927377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:06.928750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:06.929478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:06.932413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:36:06.934078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:06.944534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:07.121672] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.196379] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.288127] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.290753] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:07.293672] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.364308] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:07.396183] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-31T20:36:07.396251] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=67.6611%)
[2025-12-31T20:36:07.396619] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-31T20:36:07.396672] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-31T20:36:07.396664] [INFO ] [main      ] Progress: 265/409 forecasts completed (64.8%). ACM finished in 0.6s. ETA: 24.6s. Rate: 350.92 forecasts/min
[2025-12-31T20:36:07.407326] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:07.408324] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-31T20:36:07.408375] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-31T20:36:07.408407] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-31T20:36:07.409214] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:07.409297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:07.410995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:07.411499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:07.411913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:07.412683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:07.413607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:07.416453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:07.420955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:36:07.422722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:07.430652] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-31T20:36:07.430717] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=58.5059%)
[2025-12-31T20:36:07.430875] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-31T20:36:07.430918] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-31T20:36:07.432640] [INFO ] [main      ] Progress: 266/409 forecasts completed (65.0%). MUC finished in 0.6s. ETA: 24.4s. Rate: 351.96 forecasts/min
[2025-12-31T20:36:07.442744] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:07.443533] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-31T20:36:07.443607] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-31T20:36:07.443641] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-31T20:36:07.444408] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:07.444470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:07.446167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:07.446722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:07.447171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:07.447593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:07.456405] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:07.469778] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:07.493234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:07.494345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:36:07.495894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:07.531273] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-31T20:36:07.531341] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=46.6457%)
[2025-12-31T20:36:07.532062] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-31T20:36:07.532114] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-31T20:36:07.535646] [INFO ] [main      ] Progress: 267/409 forecasts completed (65.3%). EYE finished in 0.7s. ETA: 24.2s. Rate: 352.49 forecasts/min
[2025-12-31T20:36:07.538996] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-31T20:36:07.539082] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=49.3732%)
[2025-12-31T20:36:07.539567] [INFO ] [main      ] Progress: 268/409 forecasts completed (65.5%). REFI finished in 0.7s. ETA: 23.9s. Rate: 353.78 forecasts/min
[2025-12-31T20:36:07.539796] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-31T20:36:07.539840] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-31T20:36:07.543239] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:07.544396] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-31T20:36:07.544449] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-31T20:36:07.544480] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-31T20:36:07.545254] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:07.545314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:07.550198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:07.551360] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:07.552300] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-31T20:36:07.552351] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-31T20:36:07.552382] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-31T20:36:07.553176] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:07.553237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:07.554419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:07.555102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:07.660348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:07.662197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:07.662996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:07.764469] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.836051] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.904012] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-31
[2025-12-31T20:36:07.933741] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:07.998073] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-31T20:36:07.998342] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.8894%)
[2025-12-31T20:36:07.998837] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-31T20:36:07.998891] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-31T20:36:07.999653] [INFO ] [main      ] Progress: 269/409 forecasts completed (65.8%). BANX finished in 0.6s. ETA: 23.9s. Rate: 351.54 forecasts/min
[2025-12-31T20:36:08.001166] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-31
[2025-12-31T20:36:08.006447] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.010108] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.010846] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-31T20:36:08.010899] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-31T20:36:08.010934] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-31T20:36:08.011714] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:08.011776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:08.016543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:08.056275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:08.057104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:08.058626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.072162] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-31T20:36:08.072229] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=60.7176%)
[2025-12-31T20:36:08.072393] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-31T20:36:08.072439] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-31T20:36:08.073649] [INFO ] [main      ] Progress: 270/409 forecasts completed (66.0%). BHFAM finished in 0.6s. ETA: 23.7s. Rate: 352.28 forecasts/min
[2025-12-31T20:36:08.078960] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.084766] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.085974] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-31T20:36:08.086025] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-31T20:36:08.086251] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-31T20:36:08.087040] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:08.087101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:08.092293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:08.094099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:08.094596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:08.096216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.170273] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.171172] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-31T20:36:08.171240] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=55.1071%)
[2025-12-31T20:36:08.171647] [INFO ] [main      ] Progress: 271/409 forecasts completed (66.3%). PFGC finished in 0.6s. ETA: 23.5s. Rate: 352.83 forecasts/min
[2025-12-31T20:36:08.171778] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-31T20:36:08.171823] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-31T20:36:08.183194] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.184135] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-31T20:36:08.184195] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-31T20:36:08.184227] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-31T20:36:08.185017] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:08.185077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:08.189943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:08.190771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:36:08.191377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:36:08.192953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.236069] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-31T20:36:08.236136] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=55.025%)
[2025-12-31T20:36:08.236550] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-31T20:36:08.236619] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-31T20:36:08.236654] [INFO ] [main      ] Progress: 272/409 forecasts completed (66.5%). THQ finished in 0.7s. ETA: 23.2s. Rate: 353.63 forecasts/min
[2025-12-31T20:36:08.247302] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.248215] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-31T20:36:08.248266] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-31T20:36:08.248296] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-31T20:36:08.249081] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:08.249142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:08.249885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:08.250614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.400543] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-31
[2025-12-31T20:36:08.444879] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-31
[2025-12-31T20:36:08.529744] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-31
[2025-12-31T20:36:08.567018] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.590279] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-31
[2025-12-31T20:36:08.634782] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.644146] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-31T20:36:08.644213] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=4.34% (Conf=45.3705%)
[2025-12-31T20:36:08.644563] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-31T20:36:08.644631] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-31T20:36:08.645648] [INFO ] [main      ] Progress: 273/409 forecasts completed (66.7%). ALHC finished in 0.6s. ETA: 23.2s. Rate: 351.82 forecasts/min
[2025-12-31T20:36:08.655381] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.656406] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-31T20:36:08.656461] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-31T20:36:08.656493] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-31T20:36:08.657279] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:08.657339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:08.659039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:08.659564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:08.660028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.697889] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.762620] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-31T20:36:08.762688] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=61.5047%)
[2025-12-31T20:36:08.763053] [INFO ] [main      ] Progress: 274/409 forecasts completed (67.0%). VCRB finished in 0.6s. ETA: 23.0s. Rate: 352.22 forecasts/min
[2025-12-31T20:36:08.763181] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-31T20:36:08.763226] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-31T20:36:08.763431] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:08.774685] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.775671] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-31T20:36:08.775729] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-31T20:36:08.775762] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-31T20:36:08.776569] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:08.776647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:08.777390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.787604] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-31T20:36:08.787680] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=51.4083%)
[2025-12-31T20:36:08.787852] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-31T20:36:08.787897] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-31T20:36:08.788843] [INFO ] [main      ] Progress: 275/409 forecasts completed (67.2%). SQQQ finished in 0.7s. ETA: 22.8s. Rate: 353.31 forecasts/min
[2025-12-31T20:36:08.799473] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.800430] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-31T20:36:08.800481] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-31T20:36:08.800512] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-31T20:36:08.801375] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:08.801442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:08.803106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:08.805232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:08.820482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:08.822551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:08.823109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:08.824183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:08.825881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:08.827137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:08.827838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:08.833852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:08.837600] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-31T20:36:08.837667] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=57.4076%)
[2025-12-31T20:36:08.838061] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-31T20:36:08.838112] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-31T20:36:08.838628] [INFO ] [main      ] Progress: 276/409 forecasts completed (67.5%). METCB finished in 0.6s. ETA: 22.5s. Rate: 354.21 forecasts/min
[2025-12-31T20:36:08.850281] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:08.851367] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-31T20:36:08.851432] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-31T20:36:08.851476] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-31T20:36:08.852340] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:08.852404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:08.857309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:08.859142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:08.859684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:08.860086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:08.861060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.001199] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.116411] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.169021] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.175046] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.207008] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.231205] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-31T20:36:09.231272] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=58.4762%)
[2025-12-31T20:36:09.231682] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-31T20:36:09.231734] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-31T20:36:09.232649] [INFO ] [main      ] Progress: 277/409 forecasts completed (67.7%). INDI finished in 0.6s. ETA: 22.5s. Rate: 352.53 forecasts/min
[2025-12-31T20:36:09.242745] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.243765] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-31T20:36:09.243821] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-31T20:36:09.243855] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-31T20:36:09.244651] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:09.244714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:09.246666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:09.247190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:09.247618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:09.249738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:09.252503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:36:09.254186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.287653] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.346173] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.359444] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-31T20:36:09.359511] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=46.1732%)
[2025-12-31T20:36:09.359939] [INFO ] [main      ] Progress: 278/409 forecasts completed (68.0%). CDC finished in 0.6s. ETA: 22.3s. Rate: 352.85 forecasts/min
[2025-12-31T20:36:09.360082] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-31T20:36:09.360129] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-31T20:36:09.372523] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.373504] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-31T20:36:09.373588] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-31T20:36:09.373625] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-31T20:36:09.374425] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:09.374485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:09.375462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.384624] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.443630] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-31T20:36:09.443698] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=57.5687%)
[2025-12-31T20:36:09.444090] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-31T20:36:09.444143] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-31T20:36:09.444649] [INFO ] [main      ] Progress: 279/409 forecasts completed (68.2%). PDBC finished in 0.6s. ETA: 22.1s. Rate: 353.48 forecasts/min
[2025-12-31T20:36:09.456246] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.457316] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-31T20:36:09.457369] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-31T20:36:09.457401] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-31T20:36:09.458199] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:09.458260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:09.459972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:09.460477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:09.460889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:09.462212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:36:09.462905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.541862] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-31T20:36:09.541931] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=54.9979%)
[2025-12-31T20:36:09.542090] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-31T20:36:09.542133] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-31T20:36:09.544713] [INFO ] [main      ] Progress: 280/409 forecasts completed (68.5%). WOOD finished in 0.8s. ETA: 21.9s. Rate: 354.00 forecasts/min
[2025-12-31T20:36:09.555179] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.556100] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-31T20:36:09.556159] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-31T20:36:09.556190] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-31T20:36:09.556976] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:09.557036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:09.558753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:09.559288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:09.559719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:09.562102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.602873] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.715061] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.768608] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.800265] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.883527] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-31T20:36:09.883966] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=65.3179%)
[2025-12-31T20:36:09.883898] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.884309] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-31T20:36:09.884360] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-31T20:36:09.887559] [INFO ] [main      ] Progress: 281/409 forecasts completed (68.7%). CELH finished in 0.7s. ETA: 21.8s. Rate: 352.72 forecasts/min
[2025-12-31T20:36:09.895392] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.896291] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-31T20:36:09.896346] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-31T20:36:09.896376] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-31T20:36:09.897381] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:09.897444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:09.899193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:09.899795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:09.900192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:09.901535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:09.903605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:09.904289] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-31
[2025-12-31T20:36:09.905895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:09.966723] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-31T20:36:09.967152] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=3.29% (Conf=44.6077%)
[2025-12-31T20:36:09.967608] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-31T20:36:09.967661] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-31T20:36:09.969812] [INFO ] [main      ] Progress: 282/409 forecasts completed (68.9%). GFI finished in 0.6s. ETA: 21.6s. Rate: 353.36 forecasts/min
[2025-12-31T20:36:09.970219] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:09.980952] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:09.982066] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-31T20:36:09.982117] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-31T20:36:09.982149] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-31T20:36:09.982964] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:36:10.037321] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-31T20:36:10.037390] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=67.1164%)
[2025-12-31T20:36:10.037562] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-31T20:36:10.037841] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-31T20:36:10.039660] [INFO ] [main      ] Progress: 283/409 forecasts completed (69.2%). PAYO finished in 0.6s. ETA: 21.3s. Rate: 354.10 forecasts/min
[2025-12-31T20:36:10.048627] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.049878] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-31T20:36:10.049931] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-31T20:36:10.049961] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-31T20:36:10.050819] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-31T20:36:10.050896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:10.055775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:10.057542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:10.058033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:10.058418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:10.076099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:10.076637] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:10.077146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:10.077970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:10.079683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:10.080730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:10.081414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:10.082843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:10.084024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:10.086114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.169708] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-31T20:36:10.169775] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=60.9251%)
[2025-12-31T20:36:10.169936] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-31T20:36:10.169981] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-31T20:36:10.170869] [INFO ] [main      ] Progress: 284/409 forecasts completed (69.4%). XENE finished in 0.6s. ETA: 21.2s. Rate: 354.38 forecasts/min
[2025-12-31T20:36:10.183253] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.184170] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-31T20:36:10.184226] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-31T20:36:10.184257] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-31T20:36:10.185102] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:10.185162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:10.190129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:10.192032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:10.192540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:10.192953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.245651] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-31
[2025-12-31T20:36:10.327168] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-31
[2025-12-31T20:36:10.416442] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:10.427350] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-31
[2025-12-31T20:36:10.478736] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-31T20:36:10.478804] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=64.7029%)
[2025-12-31T20:36:10.479150] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-31T20:36:10.479200] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-31T20:36:10.479670] [INFO ] [main      ] Progress: 285/409 forecasts completed (69.7%). UNMA finished in 0.6s. ETA: 21.1s. Rate: 353.36 forecasts/min
[2025-12-31T20:36:10.490233] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.491338] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-31T20:36:10.491393] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-31T20:36:10.491435] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-31T20:36:10.492273] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:10.492332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:10.494284] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:10.497197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.540290] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-31
[2025-12-31T20:36:10.570583] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-31T20:36:10.570652] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=54.4664%)
[2025-12-31T20:36:10.571018] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-31T20:36:10.571068] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-31T20:36:10.571656] [INFO ] [main      ] Progress: 286/409 forecasts completed (69.9%). GIS finished in 0.6s. ETA: 20.9s. Rate: 353.93 forecasts/min
[2025-12-31T20:36:10.584055] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.584945] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-31T20:36:10.585002] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-31T20:36:10.585033] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-31T20:36:10.585842] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:10.585901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:10.587598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:10.588110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:10.588508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:10.589530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.595151] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:10.711082] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:10.731914] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-31T20:36:10.731978] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=44.5386%)
[2025-12-31T20:36:10.732344] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-31T20:36:10.732395] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-31T20:36:10.732795] [INFO ] [main      ] Progress: 287/409 forecasts completed (70.2%). SWZ finished in 0.7s. ETA: 20.7s. Rate: 353.99 forecasts/min
[2025-12-31T20:36:10.743957] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.744991] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-31T20:36:10.745042] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-31T20:36:10.745073] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-31T20:36:10.745856] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:10.745934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:10.750814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:10.752617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:10.753107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:10.753495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:10.755179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:10.784110] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-31T20:36:10.784175] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-5.11% (Conf=64.626%)
[2025-12-31T20:36:10.784342] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-31T20:36:10.784386] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-31T20:36:10.785830] [INFO ] [main      ] Progress: 288/409 forecasts completed (70.4%). VTS finished in 0.6s. ETA: 20.5s. Rate: 354.84 forecasts/min
[2025-12-31T20:36:10.794733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:10.796009] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:10.796952] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-31T20:36:10.797012] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-31T20:36:10.797044] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-31T20:36:10.797836] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:10.797895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:10.800898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:10.801978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:10.804730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:10.806392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.840086] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-31
[2025-12-31T20:36:10.844602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:10.845448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:10.847482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:10.931825] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.006677] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.065562] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-31T20:36:11.065655] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.7863%)
[2025-12-31T20:36:11.065981] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-31T20:36:11.066033] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-31T20:36:11.066984] [INFO ] [main      ] Progress: 289/409 forecasts completed (70.7%). PSTL finished in 0.6s. ETA: 20.3s. Rate: 354.02 forecasts/min
[2025-12-31T20:36:11.078053] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.078894] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-31T20:36:11.078950] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-31T20:36:11.078985] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-31T20:36:11.079836] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:11.079899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:11.084939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:11.086880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:11.087366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:11.087841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:11.088243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:11.090754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.097523] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.144918] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.191051] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.197199] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-31T20:36:11.197270] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=57.5771%)
[2025-12-31T20:36:11.197675] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-31T20:36:11.197726] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-31T20:36:11.198647] [INFO ] [main      ] Progress: 290/409 forecasts completed (70.9%). IBB finished in 0.6s. ETA: 20.2s. Rate: 354.30 forecasts/min
[2025-12-31T20:36:11.209160] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.210366] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-31T20:36:11.210417] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-31T20:36:11.210448] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-31T20:36:11.211256] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:11.211318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:11.216241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:11.218046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:11.218546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:11.218956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:11.221391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:11.259878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.315785] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.359103] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.376898] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-31T20:36:11.376967] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=60.56%)
[2025-12-31T20:36:11.377137] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-31T20:36:11.377182] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-31T20:36:11.378643] [INFO ] [main      ] Progress: 291/409 forecasts completed (71.1%). WTI finished in 0.6s. ETA: 20.0s. Rate: 354.22 forecasts/min
[2025-12-31T20:36:11.389213] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.390344] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-31T20:36:11.390398] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-31T20:36:11.390430] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-31T20:36:11.391244] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:11.391310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:11.393073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:11.393626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:11.394090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:11.395028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:11.427809] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.438260] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-31T20:36:11.438327] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=57.6051%)
[2025-12-31T20:36:11.438725] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-31T20:36:11.438778] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-31T20:36:11.439661] [INFO ] [main      ] Progress: 292/409 forecasts completed (71.4%). SSYS finished in 0.7s. ETA: 19.8s. Rate: 355.00 forecasts/min
[2025-12-31T20:36:11.443425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:11.449906] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.450932] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-31T20:36:11.450984] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-31T20:36:11.451015] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-31T20:36:11.451809] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:11.451869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:11.452784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:11.521128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:11.522072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:11.523680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.572278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:11.574671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:11.576001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.604445] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.635425] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.764015] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-31T20:36:11.764096] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=51.7627%)
[2025-12-31T20:36:11.764549] [INFO ] [main      ] Progress: 293/409 forecasts completed (71.6%). NAMS finished in 0.7s. ETA: 19.7s. Rate: 353.88 forecasts/min
[2025-12-31T20:36:11.764721] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-31T20:36:11.764773] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-31T20:36:11.777790] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.779082] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-31T20:36:11.779151] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-31T20:36:11.779193] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-31T20:36:11.780179] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:11.780248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:11.782448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:11.783038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:11.783455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:11.784337] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:11.784925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.883343] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-31T20:36:11.883414] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=53.5905%)
[2025-12-31T20:36:11.883909] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-31T20:36:11.883964] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-31T20:36:11.884685] [INFO ] [main      ] Progress: 294/409 forecasts completed (71.9%). TSLS finished in 0.7s. ETA: 19.5s. Rate: 354.23 forecasts/min
[2025-12-31T20:36:11.895936] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:11.897100] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-31T20:36:11.897155] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-31T20:36:11.897187] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-31T20:36:11.898067] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:11.898144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:11.900363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:11.902692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:11.903236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:11.904509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:11.906686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:11.914905] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-31
[2025-12-31T20:36:11.927381] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-31
[2025-12-31T20:36:12.115890] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:12.129148] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:12.222421] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-31T20:36:12.222522] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=59.5758%)
[2025-12-31T20:36:12.222786] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-31T20:36:12.222857] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-31T20:36:12.224664] [INFO ] [main      ] Progress: 295/409 forecasts completed (72.1%). WAVE finished in 0.8s. ETA: 19.4s. Rate: 353.03 forecasts/min
[2025-12-31T20:36:12.239414] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:12.240767] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-31T20:36:12.240854] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-31T20:36:12.241827] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-31T20:36:12.243259] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-31T20:36:12.243352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:12.256280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:12.258450] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-31T20:36:12.258521] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=35.7574%)
[2025-12-31T20:36:12.258916] [INFO ] [main      ] Progress: 296/409 forecasts completed (72.4%). GAB finished in 0.8s. ETA: 19.2s. Rate: 353.98 forecasts/min
[2025-12-31T20:36:12.259078] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-31T20:36:12.259134] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-31T20:36:12.259464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:12.263013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:12.263638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:12.276446] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:12.278113] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-31T20:36:12.278322] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-31T20:36:12.278378] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-31T20:36:12.278498] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-31
[2025-12-31T20:36:12.280240] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:12.280475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:12.281816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:12.308710] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-31
[2025-12-31T20:36:12.392713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:12.394982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:12.396092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:12.396810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:36:12.397513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:12.419023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:12.421671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:12.507984] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:12.571229] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:12.627012] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-31T20:36:12.627100] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.1306%)
[2025-12-31T20:36:12.627619] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-31T20:36:12.627689] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-31T20:36:12.628700] [INFO ] [main      ] Progress: 297/409 forecasts completed (72.6%). PSCE finished in 0.9s. ETA: 19.1s. Rate: 352.58 forecasts/min
[2025-12-31T20:36:12.643362] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:12.644624] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-31T20:36:12.644708] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-31T20:36:12.644751] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-31T20:36:12.646081] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:12.646185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:12.653783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:12.656918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:12.657874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:12.660565] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-31T20:36:12.660671] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=64.7936%)
[2025-12-31T20:36:12.661147] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-31T20:36:12.661209] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-31T20:36:12.662680] [INFO ] [main      ] Progress: 298/409 forecasts completed (72.9%). MEI finished in 0.8s. ETA: 18.8s. Rate: 353.53 forecasts/min
[2025-12-31T20:36:12.658744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:12.677397] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:12.680681] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-31T20:36:12.680795] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-31T20:36:12.680855] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-31T20:36:12.682428] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:12.682520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:12.690616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:12.692759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:12.721468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:12.728079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:12.730940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:12.742990] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-31
[2025-12-31T20:36:12.903241] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-31
[2025-12-31T20:36:12.954044] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.016921] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-31T20:36:13.016995] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=22.5727%)
[2025-12-31T20:36:13.017379] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-31T20:36:13.017432] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-31T20:36:13.017688] [INFO ] [main      ] Progress: 299/409 forecasts completed (73.1%). CLCO finished in 0.8s. ETA: 18.7s. Rate: 352.24 forecasts/min
[2025-12-31T20:36:13.031662] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:13.032691] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-31T20:36:13.032763] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-31T20:36:13.032804] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-31T20:36:13.034057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:13.034136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:13.036612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:13.037426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:13.037966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:13.039819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:13.140006] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.159980] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.187979] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.288850] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-31T20:36:13.288933] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=55.6602%)
[2025-12-31T20:36:13.289371] [INFO ] [main      ] Progress: 300/409 forecasts completed (73.3%). NVDL finished in 1.1s. ETA: 18.6s. Rate: 351.55 forecasts/min
[2025-12-31T20:36:13.289523] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-31T20:36:13.289586] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-31T20:36:13.303112] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:13.304836] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-31T20:36:13.304897] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-31T20:36:13.304929] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-31T20:36:13.305874] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:13.305941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:13.331254] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.351358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:13.353281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:13.354513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:13.356641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:13.357148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:13.359164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:13.360404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:13.360407] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.361172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:13.396022] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.461798] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-31T20:36:13.461865] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-4.58% (Conf=50.4893%)
[2025-12-31T20:36:13.462318] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-31T20:36:13.462714] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-31T20:36:13.462656] [INFO ] [main      ] Progress: 301/409 forecasts completed (73.6%). BNTX finished in 0.8s. ETA: 18.4s. Rate: 351.53 forecasts/min
[2025-12-31T20:36:13.477071] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:13.478026] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-31T20:36:13.478083] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-31T20:36:13.478115] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-31T20:36:13.479036] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:13.479103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:13.484183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:13.505142] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-31T20:36:13.505208] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=32.65% (Conf=46.1498%)
[2025-12-31T20:36:13.505604] [INFO ] [main      ] Progress: 302/409 forecasts completed (73.8%). QMCO finished in 0.9s. ETA: 18.2s. Rate: 352.40 forecasts/min
[2025-12-31T20:36:13.505787] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-31T20:36:13.505834] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-31T20:36:13.516168] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:13.517018] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-31T20:36:13.517071] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-31T20:36:13.517103] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-31T20:36:13.517895] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:13.517955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:13.518836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:13.520165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:13.524710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:13.526005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:13.527157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:13.528312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:36:13.531190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:13.532883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:13.570258] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.645731] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-31T20:36:13.645809] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=66.6938%)
[2025-12-31T20:36:13.645981] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-31T20:36:13.646397] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-31T20:36:13.646921] [INFO ] [main      ] Progress: 303/409 forecasts completed (74.1%). BOTZ finished in 0.6s. ETA: 18.0s. Rate: 352.60 forecasts/min
[2025-12-31T20:36:13.659095] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:13.660209] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-31T20:36:13.660267] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-31T20:36:13.660302] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-31T20:36:13.661197] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:13.661262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:13.666370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:13.668237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:13.668751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:13.669204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:13.718095] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.863407] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.877255] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-31
[2025-12-31T20:36:13.887077] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:13.994933] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-31T20:36:13.995015] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=54.8989%)
[2025-12-31T20:36:13.995375] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-31T20:36:13.995426] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-31T20:36:13.995867] [INFO ] [main      ] Progress: 304/409 forecasts completed (74.3%). COLM finished in 0.7s. ETA: 17.9s. Rate: 351.39 forecasts/min
[2025-12-31T20:36:14.009502] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.010600] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-31T20:36:14.010659] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-31T20:36:14.010692] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-31T20:36:14.011514] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:14.011596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.013526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:14.014082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:14.015075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:14.017952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.019005] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-31
[2025-12-31T20:36:14.036383] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.050669] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.090466] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-31T20:36:14.090531] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=52.7941%)
[2025-12-31T20:36:14.090911] [INFO ] [main      ] Progress: 305/409 forecasts completed (74.6%). MMLP finished in 0.6s. ETA: 17.7s. Rate: 351.90 forecasts/min
[2025-12-31T20:36:14.091043] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-31T20:36:14.091096] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-31T20:36:14.101993] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.102909] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-31T20:36:14.102965] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-31T20:36:14.102998] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-31T20:36:14.104000] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:14.104059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:14.106975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:14.107754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.145131] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-31T20:36:14.145205] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=51.5473%)
[2025-12-31T20:36:14.145674] [INFO ] [main      ] Fetching symbol history for FOF...
[2025-12-31T20:36:14.145727] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2025-12-31T20:36:14.146649] [INFO ] [main      ] Progress: 306/409 forecasts completed (74.8%). FIVN finished in 0.7s. ETA: 17.5s. Rate: 352.67 forecasts/min
[2025-12-31T20:36:14.157115] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.158304] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2025-12-31T20:36:14.158364] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2025-12-31T20:36:14.158394] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2025-12-31T20:36:14.159189] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:14.159272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:14.164206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:14.164917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:14.166220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.167954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:14.168431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:14.169563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:14.171615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:36:14.177481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.189285] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.320307] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-31T20:36:14.320384] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=48.3497%)
[2025-12-31T20:36:14.320565] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-31T20:36:14.320640] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-31T20:36:14.321662] [INFO ] [main      ] Progress: 307/409 forecasts completed (75.1%). PLPC finished in 0.7s. ETA: 17.4s. Rate: 352.64 forecasts/min
[2025-12-31T20:36:14.332271] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.333192] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-31T20:36:14.333249] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-31T20:36:14.333283] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-31T20:36:14.334182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:14.334259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.336255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:14.336851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:14.340279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.367233] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-31
[2025-12-31T20:36:14.450132] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-31
[2025-12-31T20:36:14.539183] [DEBUG] [MAG       ] FOF: Last date is validated at 2025-12-31
[2025-12-31T20:36:14.541455] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.601917] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-31T20:36:14.601985] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=63.3698%)
[2025-12-31T20:36:14.602337] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-31T20:36:14.602397] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-31T20:36:14.602666] [INFO ] [main      ] Progress: 308/409 forecasts completed (75.3%). FIXD finished in 0.6s. ETA: 17.2s. Rate: 351.90 forecasts/min
[2025-12-31T20:36:14.614047] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.615027] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-31T20:36:14.615077] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-31T20:36:14.615108] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-31T20:36:14.615899] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:14.615957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:14.620258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.620322] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.681238] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-31T20:36:14.681312] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=57.584%)
[2025-12-31T20:36:14.681479] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-31T20:36:14.681522] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-31T20:36:14.682596] [INFO ] [main      ] Progress: 309/409 forecasts completed (75.6%). PRME finished in 0.6s. ETA: 17.0s. Rate: 352.50 forecasts/min
[2025-12-31T20:36:14.693034] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.693416] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-31
[2025-12-31T20:36:14.693965] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-31T20:36:14.694056] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-31T20:36:14.694092] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-31T20:36:14.694989] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:14.695073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:14.700313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.702097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:14.702565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:14.703016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:14.703399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:14.705761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:14.706969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:14.709663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:14.711055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.728646] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.795626] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2025-12-31T20:36:14.795695] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=54.4128%)
[2025-12-31T20:36:14.796073] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-31T20:36:14.796125] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-31T20:36:14.796661] [INFO ] [main      ] Progress: 310/409 forecasts completed (75.8%). FOF finished in 0.6s. ETA: 16.8s. Rate: 352.88 forecasts/min
[2025-12-31T20:36:14.808188] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.809113] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-31T20:36:14.809168] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-31T20:36:14.809211] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-31T20:36:14.810081] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:14.810145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.812151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:14.812840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:14.813400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:14.858546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:14.863656] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:14.941062] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-31T20:36:14.941137] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=63.8913%)
[2025-12-31T20:36:14.941307] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-31T20:36:14.941351] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-31T20:36:14.942667] [INFO ] [main      ] Progress: 311/409 forecasts completed (76.0%). DCOM finished in 0.6s. ETA: 16.7s. Rate: 353.04 forecasts/min
[2025-12-31T20:36:14.952847] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:14.953932] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-31T20:36:14.953984] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-31T20:36:14.954015] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-31T20:36:14.954797] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:14.954859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:14.956533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:14.957058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:14.957443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:14.958203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:14.958920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:14.966931] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.035751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:15.038044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:36:15.039308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-31T20:36:15.040031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:15.052359] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.139031] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:15.223280] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-31T20:36:15.223347] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=55.3425%)
[2025-12-31T20:36:15.223721] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-31T20:36:15.223774] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-31T20:36:15.224675] [INFO ] [main      ] Progress: 312/409 forecasts completed (76.3%). RLI finished in 0.6s. ETA: 16.5s. Rate: 352.29 forecasts/min
[2025-12-31T20:36:15.235592] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:15.236748] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-31T20:36:15.236808] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-31T20:36:15.236841] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-31T20:36:15.237729] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:15.237793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:15.243151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:15.246332] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.250730] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:15.325778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:15.327371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:15.385048] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.398521] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-31T20:36:15.398607] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=69.8631%)
[2025-12-31T20:36:15.399040] [INFO ] [main      ] Progress: 313/409 forecasts completed (76.5%). UNP finished in 0.7s. ETA: 16.4s. Rate: 352.27 forecasts/min
[2025-12-31T20:36:15.399169] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-31T20:36:15.399214] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-31T20:36:15.412119] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:15.413214] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-31T20:36:15.413283] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-31T20:36:15.413327] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-31T20:36:15.414381] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:15.414447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:15.416517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:15.417101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:15.418066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-31T20:36:15.419740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:15.421146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:15.446407] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:15.529543] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-31T20:36:15.529628] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=61.5832%)
[2025-12-31T20:36:15.530077] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-31T20:36:15.530130] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-31T20:36:15.530675] [INFO ] [main      ] Progress: 314/409 forecasts completed (76.8%). GSK finished in 0.7s. ETA: 16.2s. Rate: 352.52 forecasts/min
[2025-12-31T20:36:15.542481] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:15.543661] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-31T20:36:15.543720] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-31T20:36:15.543763] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-31T20:36:15.544698] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:15.544781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:15.550635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:15.554812] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:15.638996] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-31T20:36:15.639060] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=61.2197%)
[2025-12-31T20:36:15.639221] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-31T20:36:15.639277] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-31T20:36:15.640678] [INFO ] [main      ] Progress: 315/409 forecasts completed (77.0%). SKRE finished in 0.7s. ETA: 16.0s. Rate: 352.92 forecasts/min
[2025-12-31T20:36:15.649959] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:15.650828] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-31T20:36:15.650880] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-31T20:36:15.650911] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-31T20:36:15.651684] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:15.651744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:15.656858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:15.659342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:15.674333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:15.674750] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.677698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:15.678985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:15.792965] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-31
[2025-12-31T20:36:15.846531] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:15.942159] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-31T20:36:15.942225] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=55.3642%)
[2025-12-31T20:36:15.942388] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-31T20:36:15.942432] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-31T20:36:15.943683] [INFO ] [main      ] Progress: 316/409 forecasts completed (77.3%). HELE finished in 0.7s. ETA: 15.9s. Rate: 352.05 forecasts/min
[2025-12-31T20:36:15.954110] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:15.955028] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-31T20:36:15.955083] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-31T20:36:15.955115] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-31T20:36:15.955938] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:36:15.978638] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.022923] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.047508] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.104497] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-31T20:36:16.104561] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=61.3405%)
[2025-12-31T20:36:16.104908] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-31T20:36:16.104958] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-31T20:36:16.105834] [INFO ] [main      ] Progress: 317/409 forecasts completed (77.5%). WB finished in 0.7s. ETA: 15.7s. Rate: 352.10 forecasts/min
[2025-12-31T20:36:16.118150] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:16.118922] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-31T20:36:16.118974] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-31T20:36:16.119028] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-31T20:36:16.119848] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:16.119908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:16.120791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:16.121489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:16.122508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:16.126906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:36:16.128335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:16.191629] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.227032] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.270707] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-31T20:36:16.270773] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2025-12-31T20:36:16.270931] [INFO ] [main      ] Fetching symbol history for QCOM...
[2025-12-31T20:36:16.270974] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2025-12-31T20:36:16.271924] [INFO ] [main      ] Progress: 318/409 forecasts completed (77.8%). NTB finished in 0.6s. ETA: 15.5s. Rate: 352.13 forecasts/min
[2025-12-31T20:36:16.282374] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:16.283304] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2025-12-31T20:36:16.283360] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2025-12-31T20:36:16.283391] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2025-12-31T20:36:16.284184] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:16.284246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:16.289060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:16.290866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:16.291342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:16.291806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:16.292198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:16.293405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:16.294288] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.406270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:36:16.408161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:16.431392] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-31T20:36:16.431461] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=48.3918%)
[2025-12-31T20:36:16.431843] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-31T20:36:16.431897] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-31T20:36:16.432663] [INFO ] [main      ] Progress: 319/409 forecasts completed (78.0%). ASML finished in 0.9s. ETA: 15.3s. Rate: 352.19 forecasts/min
[2025-12-31T20:36:16.444161] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:16.445321] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-31T20:36:16.445374] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-31T20:36:16.445406] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-31T20:36:16.446242] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:16.450033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:16.450842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:16.464130] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.488082] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.502251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:36:16.503887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:16.523561] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-31T20:36:16.523648] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=56.916%)
[2025-12-31T20:36:16.524028] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-31T20:36:16.524080] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-31T20:36:16.524665] [INFO ] [main      ] Progress: 320/409 forecasts completed (78.2%). TBI finished in 0.6s. ETA: 15.1s. Rate: 352.70 forecasts/min
[2025-12-31T20:36:16.535567] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:16.536650] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-31T20:36:16.536703] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-31T20:36:16.536734] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-31T20:36:16.537507] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-31T20:36:16.668086] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.753272] [DEBUG] [MAG       ] QCOM: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.789939] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-31T20:36:16.790007] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=56.1825%)
[2025-12-31T20:36:16.790492] [INFO ] [main      ] Progress: 321/409 forecasts completed (78.5%). CHCO finished in 0.7s. ETA: 15.0s. Rate: 352.08 forecasts/min
[2025-12-31T20:36:16.790649] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-31T20:36:16.790697] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-31T20:36:16.802812] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:16.803822] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-31T20:36:16.803882] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-31T20:36:16.803916] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-31T20:36:16.804776] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:16.804841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:16.810228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:16.812319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:16.812829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:16.813620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:16.861277] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.879322] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-31
[2025-12-31T20:36:16.925775] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:16.936988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:36:16.938530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:16.940757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.029682] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.045631] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.069389] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2025-12-31T20:36:17.069460] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-3.35% (Conf=52.5477%)
[2025-12-31T20:36:17.069647] [INFO ] [main      ] Fetching symbol history for LECO...
[2025-12-31T20:36:17.069693] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2025-12-31T20:36:17.070924] [INFO ] [main      ] Progress: 322/409 forecasts completed (78.7%). QCOM finished in 0.8s. ETA: 14.9s. Rate: 351.38 forecasts/min
[2025-12-31T20:36:17.080300] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.081204] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2025-12-31T20:36:17.081253] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2025-12-31T20:36:17.081284] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2025-12-31T20:36:17.082068] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:17.082131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:17.086997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:17.088002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:36:17.088699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.127906] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-31T20:36:17.127975] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=46.8737%)
[2025-12-31T20:36:17.128336] [INFO ] [main      ] Fetching symbol history for TAYD...
[2025-12-31T20:36:17.128386] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2025-12-31T20:36:17.128378] [INFO ] [main      ] Progress: 323/409 forecasts completed (79.0%). MBWM finished in 0.6s. ETA: 14.7s. Rate: 352.10 forecasts/min
[2025-12-31T20:36:17.139200] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.140144] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2025-12-31T20:36:17.140195] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2025-12-31T20:36:17.140227] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2025-12-31T20:36:17.141027] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:17.141089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:17.142902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:17.143414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:17.143825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:17.146355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:17.147333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:17.151650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.161095] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-31T20:36:17.161161] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=63.0898%)
[2025-12-31T20:36:17.161634] [INFO ] [main      ] Progress: 324/409 forecasts completed (79.2%). ERIE finished in 0.7s. ETA: 14.4s. Rate: 352.98 forecasts/min
[2025-12-31T20:36:17.161812] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-31T20:36:17.161858] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-31T20:36:17.173327] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.174241] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-31T20:36:17.174296] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-31T20:36:17.174328] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-31T20:36:17.175129] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:17.175191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:17.180058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:17.181885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:17.182360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:17.182782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:17.233009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:17.235062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:17.237520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:17.239196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.304153] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-31
[2025-12-31T20:36:17.430879] [DEBUG] [MAG       ] LECO: Last date is validated at 2025-12-31
[2025-12-31T20:36:17.482952] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.492450] [DEBUG] [MAG       ] TAYD: Last date is validated at 2025-12-31
[2025-12-31T20:36:17.556877] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-31T20:36:17.556954] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=51.1477%)
[2025-12-31T20:36:17.557400] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-31T20:36:17.557453] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-31T20:36:17.557671] [INFO ] [main      ] Progress: 325/409 forecasts completed (79.5%). SPOK finished in 0.8s. ETA: 14.3s. Rate: 351.54 forecasts/min
[2025-12-31T20:36:17.567790] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.568658] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-31T20:36:17.568714] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-31T20:36:17.568746] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-31T20:36:17.569712] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:17.569779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:17.574825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:17.576712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:17.577209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:17.577692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:17.578101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:17.578485] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-31
[2025-12-31T20:36:17.580672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:17.611070] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.621955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.662822] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.730787] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2025-12-31T20:36:17.730864] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=59.9704%)
[2025-12-31T20:36:17.731029] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-31T20:36:17.731073] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-31T20:36:17.732683] [INFO ] [main      ] Progress: 326/409 forecasts completed (79.7%). LECO finished in 0.7s. ETA: 14.2s. Rate: 351.51 forecasts/min
[2025-12-31T20:36:17.743159] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.744027] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-31T20:36:17.744079] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-31T20:36:17.744110] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-31T20:36:17.744966] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:17.745028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:17.749955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:17.760158] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2025-12-31T20:36:17.760227] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=48.5296%)
[2025-12-31T20:36:17.760651] [INFO ] [main      ] Progress: 327/409 forecasts completed (80.0%). TAYD finished in 0.6s. ETA: 14.0s. Rate: 352.41 forecasts/min
[2025-12-31T20:36:17.760806] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-31T20:36:17.760863] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-31T20:36:17.769109] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:17.773565] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.774514] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-31T20:36:17.774589] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-31T20:36:17.774626] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-31T20:36:17.775473] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:17.775535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:17.809104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.889778] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-31T20:36:17.889846] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=55.1466%)
[2025-12-31T20:36:17.890235] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-31T20:36:17.890286] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-31T20:36:17.891674] [INFO ] [main      ] Progress: 328/409 forecasts completed (80.2%). AMBA finished in 0.7s. ETA: 13.8s. Rate: 352.66 forecasts/min
[2025-12-31T20:36:17.897233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:17.898398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:17.904650] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:17.905934] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-31T20:36:17.906004] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-31T20:36:17.906051] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-31T20:36:17.907036] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:17.907106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:17.912463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:17.914388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:17.914941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:17.915488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:17.917936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:17.918406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:17.919604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:17.921300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:17.922399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:17.923117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.983231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:17.993645] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.155653] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.164512] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.228366] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-31T20:36:18.228434] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=53.6327%)
[2025-12-31T20:36:18.228905] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-12-31T20:36:18.228959] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-12-31T20:36:18.229652] [INFO ] [main      ] Progress: 329/409 forecasts completed (80.4%). CMSA finished in 0.7s. ETA: 13.7s. Rate: 351.61 forecasts/min
[2025-12-31T20:36:18.240462] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:18.241436] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-12-31T20:36:18.241487] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-12-31T20:36:18.241519] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-12-31T20:36:18.242321] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:18.242384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:18.247243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:18.248214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:18.249934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:18.303503] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.324030] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.359876] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.418658] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-31T20:36:18.418724] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=66.3005%)
[2025-12-31T20:36:18.418888] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-31T20:36:18.418932] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-31T20:36:18.420682] [INFO ] [main      ] Progress: 330/409 forecasts completed (80.7%). HSBC finished in 0.7s. ETA: 13.5s. Rate: 351.48 forecasts/min
[2025-12-31T20:36:18.430191] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:18.430953] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-31T20:36:18.431004] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-31T20:36:18.431035] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-31T20:36:18.431839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:18.431900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:18.436740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:18.438204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:36:18.441020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-31T20:36:18.446775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:18.512833] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.571820] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.593281] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-31T20:36:18.593357] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-6.03% (Conf=53.6419%)
[2025-12-31T20:36:18.593747] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-31T20:36:18.593811] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-31T20:36:18.594660] [INFO ] [main      ] Progress: 331/409 forecasts completed (80.9%). YSG finished in 0.7s. ETA: 13.3s. Rate: 351.46 forecasts/min
[2025-12-31T20:36:18.599705] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.606504] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:18.607692] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-31T20:36:18.607752] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-31T20:36:18.607786] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-31T20:36:18.608686] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:18.608770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:18.610704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:18.611256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:18.612494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:18.614308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:18.615515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:18.616284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:18.685094] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-31T20:36:18.685165] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=58.5755%)
[2025-12-31T20:36:18.685545] [INFO ] [main      ] Progress: 332/409 forecasts completed (81.2%). NATH finished in 0.9s. ETA: 13.1s. Rate: 351.95 forecasts/min
[2025-12-31T20:36:18.685705] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-31T20:36:18.685757] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-31T20:36:18.698130] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:18.699127] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-31T20:36:18.699196] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-31T20:36:18.699264] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-31T20:36:18.700167] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:18.700235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:18.705452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:18.706502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:18.708726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:18.713384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:18.714695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:18.784456] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.802133] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-31
[2025-12-31T20:36:18.863121] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-12-31T20:36:18.863189] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=42.5431%)
[2025-12-31T20:36:18.863676] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-31T20:36:18.863729] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-31T20:36:18.864666] [INFO ] [main      ] Progress: 333/409 forecasts completed (81.4%). VFC finished in 0.6s. ETA: 13.0s. Rate: 351.90 forecasts/min
[2025-12-31T20:36:18.874682] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:18.875792] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-31T20:36:18.875848] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-31T20:36:18.875880] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-31T20:36:18.876725] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:18.876797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:18.878511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:18.879037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:18.881076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:36:18.881855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:18.971170] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:18.991295] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.065228] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-31T20:36:19.065312] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-2.03% (Conf=48.4808%)
[2025-12-31T20:36:19.065492] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-31T20:36:19.065537] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-31T20:36:19.067374] [INFO ] [main      ] Progress: 334/409 forecasts completed (81.7%). MNSO finished in 0.6s. ETA: 12.8s. Rate: 351.70 forecasts/min
[2025-12-31T20:36:19.077548] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.078537] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-31T20:36:19.078611] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-31T20:36:19.078645] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-31T20:36:19.079526] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:19.079611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:19.080373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:19.082130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:19.084914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:19.085979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:19.087118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:19.100239] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.178860] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:19.226280] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.273328] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:19.286922] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-31T20:36:19.286999] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=2.58% (Conf=46.68%)
[2025-12-31T20:36:19.287396] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-31T20:36:19.287460] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-31T20:36:19.287653] [INFO ] [main      ] Progress: 335/409 forecasts completed (81.9%). DOCN finished in 0.7s. ETA: 12.6s. Rate: 351.40 forecasts/min
[2025-12-31T20:36:19.300713] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.301905] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-31T20:36:19.301979] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-31T20:36:19.302031] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-31T20:36:19.303025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:19.303090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:19.305072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:19.305689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:19.310591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:19.311296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:19.345114] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-31T20:36:19.345180] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=-4.50% (Conf=68.1446%)
[2025-12-31T20:36:19.345569] [INFO ] [main      ] Progress: 336/409 forecasts completed (82.2%). CMPS finished in 0.7s. ETA: 12.4s. Rate: 352.09 forecasts/min
[2025-12-31T20:36:19.345721] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-31T20:36:19.346095] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-31T20:36:19.358067] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.359096] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-31T20:36:19.359147] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-31T20:36:19.359178] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-31T20:36:19.360018] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:19.360077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:19.397476] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:19.399639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:19.427242] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.463421] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-31T20:36:19.463496] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=12.65% (Conf=58.5395%)
[2025-12-31T20:36:19.463991] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-31T20:36:19.464046] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-31T20:36:19.464659] [INFO ] [main      ] Progress: 337/409 forecasts completed (82.4%). VUZI finished in 0.6s. ETA: 12.3s. Rate: 352.40 forecasts/min
[2025-12-31T20:36:19.474512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:19.475555] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.476687] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-31T20:36:19.476744] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-31T20:36:19.476777] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-31T20:36:19.477616] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:19.477681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:19.479498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:19.480049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:19.480462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:19.482609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:19.485127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:19.486633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:19.593003] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:19.663254] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-31T20:36:19.663324] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=63.9339%)
[2025-12-31T20:36:19.663512] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-31T20:36:19.663554] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-31T20:36:19.664657] [INFO ] [main      ] Progress: 338/409 forecasts completed (82.6%). GOOS finished in 0.6s. ETA: 12.1s. Rate: 352.22 forecasts/min
[2025-12-31T20:36:19.674755] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.675626] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-31T20:36:19.675677] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-31T20:36:19.675709] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-31T20:36:19.676471] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:19.676533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:19.678304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:19.679141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:19.679608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:19.681986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:19.683214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:19.690417] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.762285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:19.765395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:19.767724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:19.825009] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.836416] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-31
[2025-12-31T20:36:19.869308] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:19.960386] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-31T20:36:19.960464] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=65.6887%)
[2025-12-31T20:36:19.960653] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-31T20:36:19.960702] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-31T20:36:19.962712] [INFO ] [main      ] Progress: 339/409 forecasts completed (82.9%). USVM finished in 0.7s. ETA: 12.0s. Rate: 351.44 forecasts/min
[2025-12-31T20:36:19.974192] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:19.975703] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-31T20:36:19.975763] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-31T20:36:19.975796] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-31T20:36:19.976909] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:19.976990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:19.982700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:19.984648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:19.985154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:19.987624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:20.005370] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.005868] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.065201] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-31T20:36:20.065271] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=23.8657%)
[2025-12-31T20:36:20.065498] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-31T20:36:20.065655] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-31T20:36:20.065708] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-31T20:36:20.065690] [INFO ] [main      ] Progress: 340/409 forecasts completed (83.1%). GLBS finished in 0.6s. ETA: 11.8s. Rate: 351.85 forecasts/min
[2025-12-31T20:36:20.065618] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=56.4107%)
[2025-12-31T20:36:20.066125] [INFO ] [main      ] Progress: 341/409 forecasts completed (83.4%). EB finished in 0.7s. ETA: 11.6s. Rate: 352.89 forecasts/min
[2025-12-31T20:36:20.066245] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-31T20:36:20.066289] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-31T20:36:20.077862] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.078406] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.078815] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-31T20:36:20.078872] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-31T20:36:20.078904] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-31T20:36:20.079213] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-31T20:36:20.079295] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-31T20:36:20.079328] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-31T20:36:20.079729] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:20.079791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:20.080150] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:20.080216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:20.081496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:20.081944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:20.082055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:20.082467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:20.082501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:20.082913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:20.082959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:20.083353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:20.083539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:20.084136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:20.084668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.084735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:20.086105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:20.089140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:20.091247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:20.093755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.110865] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-31
[2025-12-31T20:36:20.114668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:20.117220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.287845] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.370201] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-31T20:36:20.370278] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=50.2965%)
[2025-12-31T20:36:20.370442] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-31T20:36:20.370485] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-31T20:36:20.370869] [INFO ] [main      ] Progress: 342/409 forecasts completed (83.6%). AMAL finished in 0.7s. ETA: 11.4s. Rate: 352.07 forecasts/min
[2025-12-31T20:36:20.381813] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.382785] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-31T20:36:20.382848] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-31T20:36:20.382881] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-31T20:36:20.383691] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:20.383750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:20.385483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:20.386019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:20.426729] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-31
[2025-12-31T20:36:20.440780] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-31
[2025-12-31T20:36:20.469110] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-31
[2025-12-31T20:36:20.502664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.597628] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.614230] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.650904] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:20.695857] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-31T20:36:20.695921] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=64.5468%)
[2025-12-31T20:36:20.696336] [INFO ] [main      ] Progress: 343/409 forecasts completed (83.9%). CSX finished in 0.6s. ETA: 11.3s. Rate: 351.14 forecasts/min
[2025-12-31T20:36:20.696484] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-31T20:36:20.696535] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-31T20:36:20.708028] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.709233] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-31T20:36:20.709310] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-31T20:36:20.709343] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-31T20:36:20.710157] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:20.710220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:20.715167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:20.716062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:20.719001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:20.720872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:20.721361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:20.722457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:20.724499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.724743] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-31T20:36:20.724822] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=50.7224%)
[2025-12-31T20:36:20.724987] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-31T20:36:20.725033] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-31T20:36:20.725880] [INFO ] [main      ] Progress: 344/409 forecasts completed (84.1%). LTC finished in 0.8s. ETA: 11.1s. Rate: 351.99 forecasts/min
[2025-12-31T20:36:20.737382] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.738274] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-31T20:36:20.738333] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-31T20:36:20.738367] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-31T20:36:20.739306] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:20.739384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:20.744968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:20.745831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:20.747728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:20.843814] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-31
[2025-12-31T20:36:20.863687] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-31T20:36:20.863754] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=63.3836%)
[2025-12-31T20:36:20.864103] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-31T20:36:20.864154] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-31T20:36:20.864682] [INFO ] [main      ] Progress: 345/409 forecasts completed (84.4%). DORM finished in 0.8s. ETA: 10.9s. Rate: 352.18 forecasts/min
[2025-12-31T20:36:20.874810] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:20.875908] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-31T20:36:20.875962] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-31T20:36:20.875994] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-31T20:36:20.876799] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:20.876862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:20.877642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:20.879340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:20.879880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:20.881004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:20.882654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:20.883703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:20.884414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.011102] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.070677] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-31T20:36:21.070745] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=47.3066%)
[2025-12-31T20:36:21.070904] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-31T20:36:21.070948] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-31T20:36:21.072705] [INFO ] [main      ] Progress: 346/409 forecasts completed (84.6%). PAGS finished in 0.7s. ETA: 10.7s. Rate: 351.95 forecasts/min
[2025-12-31T20:36:21.082144] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:21.082940] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-31T20:36:21.082991] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-31T20:36:21.083022] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-31T20:36:21.083788] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:21.083846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:21.088626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:21.099518] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.102294] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.102967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.220781] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.267977] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.282096] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.348887] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-31T20:36:21.348957] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=42.6868%)
[2025-12-31T20:36:21.349371] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-31T20:36:21.349440] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-31T20:36:21.349656] [INFO ] [main      ] Progress: 347/409 forecasts completed (84.8%). SY finished in 0.7s. ETA: 10.6s. Rate: 351.32 forecasts/min
[2025-12-31T20:36:21.362405] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:21.363670] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-31T20:36:21.363730] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-31T20:36:21.363763] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-31T20:36:21.363855] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-31T20:36:21.363925] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=48.4788%)
[2025-12-31T20:36:21.364328] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-31T20:36:21.364387] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-31T20:36:21.364616] [INFO ] [main      ] Progress: 348/409 forecasts completed (85.1%). IRMD finished in 0.6s. ETA: 10.4s. Rate: 352.24 forecasts/min
[2025-12-31T20:36:21.364644] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:21.364706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:21.369836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:21.371791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:21.374137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:21.376050] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:21.377897] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-31T20:36:21.377953] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-31T20:36:21.377985] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-31T20:36:21.378850] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:21.378914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:21.378971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.383894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:21.386819] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.435408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.442922] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.467084] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-31T20:36:21.467150] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=52.4799%)
[2025-12-31T20:36:21.467656] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-31T20:36:21.467711] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-31T20:36:21.467700] [INFO ] [main      ] Progress: 349/409 forecasts completed (85.3%). FIZZ finished in 0.6s. ETA: 10.2s. Rate: 352.64 forecasts/min
[2025-12-31T20:36:21.478469] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:21.479389] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-31T20:36:21.479447] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-31T20:36:21.479489] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-31T20:36:21.480294] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:21.480356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:21.482056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:21.482565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:21.483940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.611402] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.722458] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-31T20:36:21.722526] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=63.9205%)
[2025-12-31T20:36:21.722708] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-31T20:36:21.722753] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-31T20:36:21.724018] [INFO ] [main      ] Progress: 350/409 forecasts completed (85.6%). RBLX finished in 0.7s. ETA: 10.1s. Rate: 352.13 forecasts/min
[2025-12-31T20:36:21.735061] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:21.736280] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-31T20:36:21.736330] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-31T20:36:21.736362] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-31T20:36:21.737160] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:21.737220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:21.738926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:21.739451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:21.741143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:21.780145] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.820738] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.823663] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-31
[2025-12-31T20:36:21.949176] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:21.988073] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.013316] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.070713] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-31T20:36:22.070782] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=61.961%)
[2025-12-31T20:36:22.071131] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-31T20:36:22.071182] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-31T20:36:22.071233] [INFO ] [main      ] Progress: 351/409 forecasts completed (85.8%). FC finished in 0.6s. ETA: 9.9s. Rate: 351.09 forecasts/min
[2025-12-31T20:36:22.080249] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-31
[2025-12-31T20:36:22.082673] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.083735] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-31T20:36:22.083788] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-31T20:36:22.084138] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-31T20:36:22.084944] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:22.085006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:22.087791] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-31T20:36:22.087856] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=6.98% (Conf=49.4823%)
[2025-12-31T20:36:22.088027] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-31T20:36:22.088074] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-31T20:36:22.089628] [INFO ] [main      ] Progress: 352/409 forecasts completed (86.1%). MOH finished in 0.7s. ETA: 9.7s. Rate: 351.99 forecasts/min
[2025-12-31T20:36:22.090292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:22.100997] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.101819] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-31T20:36:22.101872] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-31T20:36:22.101905] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-31T20:36:22.102739] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:22.102803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.104639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:22.105193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:22.105622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:22.116774] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-31T20:36:22.116843] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=53.3817%)
[2025-12-31T20:36:22.117205] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-31T20:36:22.117255] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-31T20:36:22.117625] [INFO ] [main      ] Progress: 353/409 forecasts completed (86.3%). BMRN finished in 0.8s. ETA: 9.5s. Rate: 352.82 forecasts/min
[2025-12-31T20:36:22.129656] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.130042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:22.130492] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-31T20:36:22.130544] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-31T20:36:22.130593] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-31T20:36:22.131366] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:22.131427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:22.132360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:22.134411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:22.135616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.136548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.138353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:22.138847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:22.139237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.148884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:22.149799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:22.151050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.245814] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.312154] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-31T20:36:22.312221] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=67.6768%)
[2025-12-31T20:36:22.312386] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-31T20:36:22.312430] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-31T20:36:22.313117] [INFO ] [main      ] Progress: 354/409 forecasts completed (86.6%). SHEN finished in 0.6s. ETA: 9.4s. Rate: 352.67 forecasts/min
[2025-12-31T20:36:22.323519] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.324385] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-31T20:36:22.324436] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-31T20:36:22.324467] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-31T20:36:22.325261] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:22.325326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:22.330125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:22.333062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:22.333728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.335407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:22.335883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:22.336951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:22.338944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.470646] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-31
[2025-12-31T20:36:22.483008] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-31
[2025-12-31T20:36:22.494955] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-31
[2025-12-31T20:36:22.637355] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.661804] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.670724] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.673011] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-31
[2025-12-31T20:36:22.728682] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-31T20:36:22.728750] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=45.1902%)
[2025-12-31T20:36:22.729103] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-31T20:36:22.729154] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-31T20:36:22.729663] [INFO ] [main      ] Progress: 355/409 forecasts completed (86.8%). TD finished in 0.7s. ETA: 9.2s. Rate: 351.24 forecasts/min
[2025-12-31T20:36:22.739877] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.740729] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-31T20:36:22.740782] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-31T20:36:22.740812] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-31T20:36:22.741613] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:22.741674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.743352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:22.743874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:22.744262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:22.771030] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-31T20:36:22.771114] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=41.621%)
[2025-12-31T20:36:22.771283] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-31T20:36:22.771329] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-31T20:36:22.772035] [INFO ] [main      ] Progress: 356/409 forecasts completed (87.0%). BYD finished in 0.7s. ETA: 9.0s. Rate: 351.98 forecasts/min
[2025-12-31T20:36:22.783534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:22.784079] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.785198] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-31T20:36:22.785261] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-31T20:36:22.785294] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-31T20:36:22.786342] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:22.786413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:22.795834] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-31T20:36:22.795904] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=46.8081%)
[2025-12-31T20:36:22.796069] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-31T20:36:22.796115] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-31T20:36:22.797617] [INFO ] [main      ] Progress: 357/409 forecasts completed (87.3%). SANM finished in 0.7s. ETA: 8.8s. Rate: 352.82 forecasts/min
[2025-12-31T20:36:22.809607] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.810376] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-31T20:36:22.810433] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-31T20:36:22.810659] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-31T20:36:22.811723] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:22.814071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:22.819925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.821994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:22.822539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:22.822962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:22.823903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:22.826431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:22.827115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.834331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.840619] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:22.913090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:22.915770] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-31T20:36:22.915836] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=55.6873%)
[2025-12-31T20:36:22.915999] [INFO ] [main      ] Fetching symbol history for NKTX...
[2025-12-31T20:36:22.916042] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2025-12-31T20:36:22.917194] [INFO ] [main      ] Progress: 358/409 forecasts completed (87.5%). ING finished in 0.6s. ETA: 8.7s. Rate: 353.12 forecasts/min
[2025-12-31T20:36:22.927858] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:22.928878] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2025-12-31T20:36:22.928929] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2025-12-31T20:36:22.928960] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2025-12-31T20:36:22.929795] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:22.929870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:22.931585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:22.932088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:22.932527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:22.933427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:23.041306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:23.045764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:36:23.048491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:23.172479] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.174706] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.276621] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.350161] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:23.362866] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:23.385740] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.413009] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-31T20:36:23.413076] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=56.0761%)
[2025-12-31T20:36:23.413447] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-31T20:36:23.413498] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-31T20:36:23.413657] [INFO ] [main      ] Progress: 359/409 forecasts completed (87.8%). TBB finished in 0.6s. ETA: 8.5s. Rate: 351.24 forecasts/min
[2025-12-31T20:36:23.425276] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:23.426144] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-31T20:36:23.426197] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-31T20:36:23.426230] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-31T20:36:23.427042] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:23.427110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:23.432178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:23.434015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:23.434516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:23.434991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:23.435396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:23.436184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:23.437032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:23.442180] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:23.466889] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-31T20:36:23.466957] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=48.6796%)
[2025-12-31T20:36:23.467406] [INFO ] [main      ] Progress: 360/409 forecasts completed (88.0%). TFIN finished in 0.7s. ETA: 8.4s. Rate: 351.91 forecasts/min
[2025-12-31T20:36:23.467533] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-31T20:36:23.467593] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-31T20:36:23.478662] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:23.479500] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-31T20:36:23.479550] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-31T20:36:23.479599] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-31T20:36:23.480380] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:23.480440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:23.481327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:23.516673] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-31T20:36:23.516742] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=47.3983%)
[2025-12-31T20:36:23.517211] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-31T20:36:23.517265] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-31T20:36:23.517660] [INFO ] [main      ] Progress: 361/409 forecasts completed (88.3%). CWCO finished in 0.7s. ETA: 8.2s. Rate: 352.59 forecasts/min
[2025-12-31T20:36:23.521028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:23.528807] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:23.530341] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-31T20:36:23.530393] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-31T20:36:23.530424] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-31T20:36:23.531229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:23.531291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:23.536106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:23.537910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:23.538373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:23.539288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:23.539980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:23.550814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:23.551209] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:23.552954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:23.611259] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2025-12-31T20:36:23.611327] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=63.9722%)
[2025-12-31T20:36:23.611494] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-31T20:36:23.611538] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-31T20:36:23.612664] [INFO ] [main      ] Progress: 362/409 forecasts completed (88.5%). NKTX finished in 0.7s. ETA: 8.0s. Rate: 353.02 forecasts/min
[2025-12-31T20:36:23.622175] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:23.623841] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-31T20:36:23.623893] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-31T20:36:23.623923] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-31T20:36:23.624728] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:23.624790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:23.626453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:23.627002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:23.627397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:23.631603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-31T20:36:23.632743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:23.634709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:23.637413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:23.872479] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.878990] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.903296] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-31
[2025-12-31T20:36:23.976940] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-31
[2025-12-31T20:36:24.038391] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.047454] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.075415] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.123181] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-31T20:36:24.123248] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=63.9359%)
[2025-12-31T20:36:24.123626] [INFO ] [main      ] Progress: 363/409 forecasts completed (88.8%). HSAI finished in 0.7s. ETA: 7.9s. Rate: 351.08 forecasts/min
[2025-12-31T20:36:24.123751] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-31T20:36:24.123793] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-31T20:36:24.134392] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.135608] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-31T20:36:24.135660] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-31T20:36:24.135691] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-31T20:36:24.136479] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:24.136542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.141394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:24.141846] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.143101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:24.143886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:24.145178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:24.147372] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-31T20:36:24.147438] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=56.9688%)
[2025-12-31T20:36:24.147477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:36:24.147621] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-31T20:36:24.147667] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-31T20:36:24.147869] [INFO ] [main      ] Progress: 364/409 forecasts completed (89.0%). AMZD finished in 0.7s. ETA: 7.7s. Rate: 351.91 forecasts/min
[2025-12-31T20:36:24.149296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.159422] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.160437] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-31T20:36:24.160487] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-31T20:36:24.160519] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-31T20:36:24.161313] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:24.161372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.166257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:24.167093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:24.168677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.176817] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-31T20:36:24.176883] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=55.26%)
[2025-12-31T20:36:24.177260] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-31T20:36:24.177318] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-31T20:36:24.177636] [INFO ] [main      ] Progress: 365/409 forecasts completed (89.2%). AYI finished in 0.7s. ETA: 7.5s. Rate: 352.71 forecasts/min
[2025-12-31T20:36:24.189489] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.190554] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-31T20:36:24.190625] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-31T20:36:24.190657] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-31T20:36:24.191443] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:24.191505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:24.193261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:24.193813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:24.194255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:24.194670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:24.195552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:24.196249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.220865] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-31T20:36:24.220931] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=12.88% (Conf=56.5528%)
[2025-12-31T20:36:24.221092] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-31T20:36:24.221136] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-31T20:36:24.222629] [INFO ] [main      ] Progress: 366/409 forecasts completed (89.5%). JELD finished in 0.6s. ETA: 7.3s. Rate: 353.42 forecasts/min
[2025-12-31T20:36:24.232253] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.232981] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-31T20:36:24.233030] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-31T20:36:24.233061] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-31T20:36:24.233848] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:24.233908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.238644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:24.239635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:24.240691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:36:24.241362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.486087] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-31
[2025-12-31T20:36:24.507630] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-31
[2025-12-31T20:36:24.551078] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-31
[2025-12-31T20:36:24.576868] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-31
[2025-12-31T20:36:24.651568] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.676386] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.734396] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.744422] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:24.747066] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-31T20:36:24.747140] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=56.3953%)
[2025-12-31T20:36:24.747506] [INFO ] [main      ] Progress: 367/409 forecasts completed (89.7%). BRZE finished in 0.6s. ETA: 7.2s. Rate: 351.42 forecasts/min
[2025-12-31T20:36:24.747654] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-31T20:36:24.747700] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-31T20:36:24.758478] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.759638] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-31T20:36:24.759701] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-31T20:36:24.759734] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-31T20:36:24.760530] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:24.760609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.765534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:24.766537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.799217] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-31T20:36:24.799309] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-3.61% (Conf=67.991%)
[2025-12-31T20:36:24.799787] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-31T20:36:24.799856] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-31T20:36:24.800656] [INFO ] [main      ] Progress: 368/409 forecasts completed (90.0%). XRX finished in 0.6s. ETA: 7.0s. Rate: 352.08 forecasts/min
[2025-12-31T20:36:24.810709] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-31T20:36:24.810778] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=56.4812%)
[2025-12-31T20:36:24.811161] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-31T20:36:24.811213] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-31T20:36:24.811618] [INFO ] [main      ] Progress: 369/409 forecasts completed (90.2%). EG finished in 0.7s. ETA: 6.8s. Rate: 352.97 forecasts/min
[2025-12-31T20:36:24.811669] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.813379] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-31T20:36:24.813431] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-31T20:36:24.813462] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-31T20:36:24.814253] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:24.814318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.819130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:24.820152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:24.822532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:24.822955] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.823767] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-31T20:36:24.823821] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-31T20:36:24.823853] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-31T20:36:24.824157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:24.824696] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:24.824758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:24.824846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.829832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:24.830837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:24.833620] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-31T20:36:24.833693] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=52.0271%)
[2025-12-31T20:36:24.834104] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-31T20:36:24.834155] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-31T20:36:24.834631] [INFO ] [main      ] Progress: 370/409 forecasts completed (90.5%). ARVN finished in 0.6s. ETA: 6.6s. Rate: 353.80 forecasts/min
[2025-12-31T20:36:24.845209] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:24.846226] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-31T20:36:24.846277] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-31T20:36:24.846308] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-31T20:36:24.847116] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:24.847176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:24.847906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:25.112633] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.171854] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.191964] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.192183] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.284036] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.339378] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.347689] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-31T20:36:25.347756] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=3.18% (Conf=44.8838%)
[2025-12-31T20:36:25.348135] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-31T20:36:25.348186] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-31T20:36:25.349024] [INFO ] [main      ] Progress: 371/409 forecasts completed (90.7%). SKLZ finished in 0.6s. ETA: 6.5s. Rate: 351.87 forecasts/min
[2025-12-31T20:36:25.360004] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:25.361328] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-31T20:36:25.361379] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-31T20:36:25.361410] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-31T20:36:25.362214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:25.362274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:25.364008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:25.364538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:25.364510] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.364943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:25.365730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:25.423983] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.442506] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-31T20:36:25.442594] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=53.4251%)
[2025-12-31T20:36:25.443002] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-31T20:36:25.443061] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-31T20:36:25.443248] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-31T20:36:25.443318] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=76.28%)
[2025-12-31T20:36:25.443701] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-31T20:36:25.443753] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-31T20:36:25.444656] [INFO ] [main      ] Progress: 372/409 forecasts completed (91.0%). CVEO finished in 0.6s. ETA: 6.3s. Rate: 352.29 forecasts/min
[2025-12-31T20:36:25.444913] [INFO ] [main      ] Progress: 373/409 forecasts completed (91.2%). NVDD finished in 0.6s. ETA: 6.1s. Rate: 353.23 forecasts/min
[2025-12-31T20:36:25.455093] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:25.455423] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:25.456651] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-31T20:36:25.456704] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-31T20:36:25.457059] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-31T20:36:25.457853] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:25.457914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:25.458783] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-31T20:36:25.458843] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-31T20:36:25.458877] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-31T20:36:25.459761] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:25.459822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:25.462685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:25.463960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:25.464855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:25.465234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:25.467139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:25.477114] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-31T20:36:25.477180] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-31T20:36:25.477343] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-31T20:36:25.477389] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-31T20:36:25.478626] [INFO ] [main      ] Progress: 374/409 forecasts completed (91.4%). VGSH finished in 0.6s. ETA: 5.9s. Rate: 353.99 forecasts/min
[2025-12-31T20:36:25.488309] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:25.489440] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-31T20:36:25.489492] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-31T20:36:25.489523] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-31T20:36:25.490343] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:25.490404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:25.492124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:25.492675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:25.493071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:25.601619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:25.640072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:25.706667] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.802146] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.810325] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.943265] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.971103] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:25.979079] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-31
[2025-12-31T20:36:25.982687] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.013887] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-31T20:36:26.013961] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=56.69%)
[2025-12-31T20:36:26.014330] [INFO ] [main      ] Progress: 375/409 forecasts completed (91.7%). AG finished in 0.7s. ETA: 5.8s. Rate: 351.96 forecasts/min
[2025-12-31T20:36:26.014456] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-31T20:36:26.014498] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-31T20:36:26.025049] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.026636] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-31T20:36:26.026689] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-31T20:36:26.026721] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-31T20:36:26.027503] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:26.027567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:26.028898] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-31T20:36:26.028967] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=47.1354%)
[2025-12-31T20:36:26.029298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:26.029387] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-31T20:36:26.029442] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-31T20:36:26.029859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:26.030334] [INFO ] [main      ] Progress: 376/409 forecasts completed (91.9%). HPI finished in 0.6s. ETA: 5.6s. Rate: 352.81 forecasts/min
[2025-12-31T20:36:26.030246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:26.041257] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.042445] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-31T20:36:26.042498] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-31T20:36:26.042529] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-31T20:36:26.043325] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-31T20:36:26.043390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:26.048194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:26.050008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:26.050473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:26.050871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:26.051781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-31T20:36:26.052443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-31T20:36:26.052942] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-31T20:36:26.053011] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-4.30% (Conf=52.2565%)
[2025-12-31T20:36:26.053484] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-31T20:36:26.053527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:26.053629] [INFO ] [main      ] Progress: 377/409 forecasts completed (92.2%). SDA finished in 0.6s. ETA: 5.4s. Rate: 353.62 forecasts/min
[2025-12-31T20:36:26.054651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:26.053539] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-31T20:36:26.055089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-31T20:36:26.057044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.071655] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.071913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:26.072858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:26.073062] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-31T20:36:26.073123] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-31T20:36:26.073157] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-31T20:36:26.074030] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:26.074096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:26.075921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:26.076450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:26.076877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:26.077112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:26.078436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:26.079070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.157035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:26.161935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:26.164323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:26.165088] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.165454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.231823] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-31T20:36:26.231903] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=51.4368%)
[2025-12-31T20:36:26.232084] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-31T20:36:26.232133] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-31T20:36:26.233678] [INFO ] [main      ] Progress: 378/409 forecasts completed (92.4%). ELME finished in 0.8s. ETA: 5.3s. Rate: 353.57 forecasts/min
[2025-12-31T20:36:26.243418] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.244443] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-31T20:36:26.244501] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-31T20:36:26.244534] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-31T20:36:26.245372] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:26.245435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:26.246071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:26.249176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:26.251395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-31T20:36:26.254001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-31T20:36:26.255758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.396336] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-31
[2025-12-31T20:36:26.415136] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-31
[2025-12-31T20:36:26.527783] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-31
[2025-12-31T20:36:26.561764] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.587872] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.626971] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-31
[2025-12-31T20:36:26.654804] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-31T20:36:26.654873] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=38.3656%)
[2025-12-31T20:36:26.655259] [INFO ] [main      ] Progress: 379/409 forecasts completed (92.7%). CXDO finished in 0.6s. ETA: 5.1s. Rate: 352.19 forecasts/min
[2025-12-31T20:36:26.655411] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-31T20:36:26.655464] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-31T20:36:26.666752] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.667657] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-31T20:36:26.667715] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-31T20:36:26.667749] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-31T20:36:26.668553] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:26.668635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:26.670393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:26.670934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:26.671362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-31T20:36:26.673201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:26.674020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:26.675250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:26.675986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:26.677188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.679263] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-31T20:36:26.679331] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=50.152%)
[2025-12-31T20:36:26.679718] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-31T20:36:26.679770] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-31T20:36:26.680653] [INFO ] [main      ] Progress: 380/409 forecasts completed (92.9%). BAP finished in 0.6s. ETA: 4.9s. Rate: 352.98 forecasts/min
[2025-12-31T20:36:26.691493] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.692425] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-31T20:36:26.692481] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-31T20:36:26.692512] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-31T20:36:26.693316] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:26.693377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:26.694106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:26.694972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:26.697443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.755134] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.805963] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:26.816719] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-31T20:36:26.816787] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=59.7414%)
[2025-12-31T20:36:26.817232] [INFO ] [main      ] Fetching symbol history for DIN...
[2025-12-31T20:36:26.817284] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2025-12-31T20:36:26.817653] [INFO ] [main      ] Progress: 381/409 forecasts completed (93.2%). SCM finished in 0.8s. ETA: 4.8s. Rate: 353.16 forecasts/min
[2025-12-31T20:36:26.829671] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.830767] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2025-12-31T20:36:26.830818] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2025-12-31T20:36:26.830858] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2025-12-31T20:36:26.831661] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:26.831725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:26.836553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:26.838372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:26.838868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:26.839275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:26.890777] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-31T20:36:26.890847] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=53.6314%)
[2025-12-31T20:36:26.891013] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-31T20:36:26.891058] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-31T20:36:26.892645] [INFO ] [main      ] Progress: 382/409 forecasts completed (93.4%). CASS finished in 0.7s. ETA: 4.6s. Rate: 353.67 forecasts/min
[2025-12-31T20:36:26.903837] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:26.904967] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-31T20:36:26.905025] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-31T20:36:26.905057] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-31T20:36:26.905867] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:26.905933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:26.910797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:26.911624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:26.912434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:26.952934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:26.956236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:26.957457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:26.958859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:26.961068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:26.962564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-31T20:36:26.963748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-31T20:36:26.966662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:26.974394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.016358] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.038462] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.190265] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.206432] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.266337] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-31T20:36:27.266405] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=61.7668%)
[2025-12-31T20:36:27.266784] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-31T20:36:27.266837] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-31T20:36:27.266860] [INFO ] [main      ] Progress: 383/409 forecasts completed (93.6%). KBWD finished in 0.6s. ETA: 4.4s. Rate: 352.56 forecasts/min
[2025-12-31T20:36:27.278856] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:27.280057] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-31T20:36:27.280120] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-31T20:36:27.280151] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-31T20:36:27.281097] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:27.281175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:27.287394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:27.288431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:27.291016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:27.293104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.296764] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-31T20:36:27.296841] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=56.2885%)
[2025-12-31T20:36:27.297227] [INFO ] [main      ] Progress: 384/409 forecasts completed (93.9%). RARE finished in 0.6s. ETA: 4.2s. Rate: 353.32 forecasts/min
[2025-12-31T20:36:27.297356] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-31T20:36:27.297401] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-31T20:36:27.308889] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:27.310001] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-31T20:36:27.310054] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-31T20:36:27.310085] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-31T20:36:27.310910] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:27.310970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:27.311751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:27.313927] [DEBUG] [MAG       ] DIN: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.314064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:27.315361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.317877] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.484674] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.485761] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.573653] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2025-12-31T20:36:27.573720] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=54.3098%)
[2025-12-31T20:36:27.574213] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-31T20:36:27.574266] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-31T20:36:27.574659] [INFO ] [main      ] Progress: 385/409 forecasts completed (94.1%). DIN finished in 0.8s. ETA: 4.1s. Rate: 352.74 forecasts/min
[2025-12-31T20:36:27.586151] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:27.587382] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-31T20:36:27.587434] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-31T20:36:27.587468] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-31T20:36:27.588286] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:27.588347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:27.593486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:27.595394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:27.595900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:27.596298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.615406] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-31T20:36:27.615473] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=61.9164%)
[2025-12-31T20:36:27.615649] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-31T20:36:27.615694] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-31T20:36:27.616890] [INFO ] [main      ] Progress: 386/409 forecasts completed (94.4%). GLTO finished in 0.7s. ETA: 3.9s. Rate: 353.43 forecasts/min
[2025-12-31T20:36:27.626309] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:27.627039] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-31T20:36:27.627091] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-31T20:36:27.627122] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-31T20:36:27.627917] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:27.627981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:27.632840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:27.633651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:27.635925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-31T20:36:27.636719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:27.638679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-31T20:36:27.639414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-31T20:36:27.642183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:27.642971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.664282] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.665373] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.839086] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.841408] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:27.903425] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-31T20:36:27.903491] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=41.5907%)
[2025-12-31T20:36:27.903854] [INFO ] [main      ] Fetching symbol history for GSBC...
[2025-12-31T20:36:27.903905] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2025-12-31T20:36:27.904664] [INFO ] [main      ] Progress: 387/409 forecasts completed (94.6%). HYXF finished in 0.6s. ETA: 3.7s. Rate: 352.79 forecasts/min
[2025-12-31T20:36:27.915229] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:27.916330] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2025-12-31T20:36:27.916382] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2025-12-31T20:36:27.916413] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2025-12-31T20:36:27.917218] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:27.917280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:27.922161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:27.923980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:27.924456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:27.924866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:27.925774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-31T20:36:27.927557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-31T20:36:27.928567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:27.947761] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.979784] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-31
[2025-12-31T20:36:27.991257] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-31T20:36:27.991322] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=55.3794%)
[2025-12-31T20:36:27.991801] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-31T20:36:27.991856] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-31T20:36:27.992658] [INFO ] [main      ] Progress: 388/409 forecasts completed (94.9%). DRLL finished in 0.7s. ETA: 3.6s. Rate: 353.23 forecasts/min
[2025-12-31T20:36:28.003330] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.004476] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-31T20:36:28.004532] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-31T20:36:28.004563] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-31T20:36:28.005439] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:28.005503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.010950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.122168] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.150892] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.212881] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-31T20:36:28.212952] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=51.0035%)
[2025-12-31T20:36:28.213116] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-31T20:36:28.213161] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-31T20:36:28.214247] [INFO ] [main      ] Progress: 389/409 forecasts completed (95.1%). GME finished in 0.6s. ETA: 3.4s. Rate: 352.96 forecasts/min
[2025-12-31T20:36:28.219545] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-31T20:36:28.219627] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=56.5912%)
[2025-12-31T20:36:28.219788] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-31T20:36:28.219832] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-31T20:36:28.220880] [INFO ] [main      ] Progress: 390/409 forecasts completed (95.4%). HPF finished in 0.6s. ETA: 3.2s. Rate: 353.83 forecasts/min
[2025-12-31T20:36:28.225414] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.226277] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-31T20:36:28.226329] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-31T20:36:28.226361] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-31T20:36:28.227162] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:28.227225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.231061] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.232176] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-31T20:36:28.232228] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-31T20:36:28.232258] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-31T20:36:28.232665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:28.233039] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:28.233098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.234526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:28.235049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:28.235502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:28.235920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-31T20:36:28.237883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-31T20:36:28.238695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.238705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.277095] [DEBUG] [MAG       ] GSBC: Last date is validated at 2025-12-31
[2025-12-31T20:36:28.368004] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-31
[2025-12-31T20:36:28.449906] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.542139] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.546424] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2025-12-31T20:36:28.546490] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=53.9295%)
[2025-12-31T20:36:28.546855] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-31T20:36:28.546907] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-31T20:36:28.547647] [INFO ] [main      ] Progress: 391/409 forecasts completed (95.6%). GSBC finished in 0.6s. ETA: 3.1s. Rate: 352.99 forecasts/min
[2025-12-31T20:36:28.558623] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.559618] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-31T20:36:28.559674] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-31T20:36:28.559704] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-31T20:36:28.560521] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:28.560605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.565804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:28.566768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:28.567693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:28.570201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:28.571479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:28.573526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.583993] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-31
[2025-12-31T20:36:28.593974] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-31
[2025-12-31T20:36:28.598855] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-31T20:36:28.598921] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.0566%)
[2025-12-31T20:36:28.599387] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-31T20:36:28.599445] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-31T20:36:28.599641] [INFO ] [main      ] Progress: 392/409 forecasts completed (95.8%). AVK finished in 0.6s. ETA: 2.9s. Rate: 353.62 forecasts/min
[2025-12-31T20:36:28.610482] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.611481] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-31T20:36:28.611541] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-31T20:36:28.611591] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-31T20:36:28.612365] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:28.612430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.617235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:28.619034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:28.619541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:28.619943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:28.620884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-31T20:36:28.621495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.754618] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.769708] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:28.823904] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-31T20:36:28.823969] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=47.8626%)
[2025-12-31T20:36:28.824342] [INFO ] [main      ] Fetching symbol history for EVAX...
[2025-12-31T20:36:28.824411] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2025-12-31T20:36:28.824404] [INFO ] [main      ] Progress: 393/409 forecasts completed (96.1%). ALVO finished in 0.6s. ETA: 2.7s. Rate: 353.33 forecasts/min
[2025-12-31T20:36:28.839322] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.840354] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2025-12-31T20:36:28.840405] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2025-12-31T20:36:28.840437] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2025-12-31T20:36:28.841230] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-31T20:36:28.841290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:28.846087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:28.847895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:28.848374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:28.848835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:28.849226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:28.850294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.856782] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-31T20:36:28.856846] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=50.1219%)
[2025-12-31T20:36:28.857205] [INFO ] [main      ] Progress: 394/409 forecasts completed (96.3%). BDSX finished in 0.6s. ETA: 2.5s. Rate: 354.05 forecasts/min
[2025-12-31T20:36:28.857327] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-31T20:36:28.857372] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-31T20:36:28.872321] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:28.873361] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-31T20:36:28.873421] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-31T20:36:28.873453] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-31T20:36:28.874292] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-31T20:36:28.874355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:28.876442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:28.876979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:28.877379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-31T20:36:28.949738] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-31
[2025-12-31T20:36:28.959827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:28.974896] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.131725] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.159963] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.202934] [DEBUG] [MAG       ] EVAX: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.240987] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-31T20:36:29.241056] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=58.9066%)
[2025-12-31T20:36:29.241531] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-31T20:36:29.241602] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-31T20:36:29.241652] [INFO ] [main      ] Progress: 395/409 forecasts completed (96.6%). THRM finished in 0.6s. ETA: 2.4s. Rate: 352.92 forecasts/min
[2025-12-31T20:36:29.253511] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.254369] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-31T20:36:29.254426] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-31T20:36:29.254458] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-31T20:36:29.255276] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:29.255340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:29.260169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:29.261995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:29.262467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:29.262870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-31T20:36:29.275561] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-31T20:36:29.275647] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=65.5803%)
[2025-12-31T20:36:29.276028] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-31T20:36:29.276079] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-31T20:36:29.276623] [INFO ] [main      ] Progress: 396/409 forecasts completed (96.8%). SATS finished in 0.7s. ETA: 2.2s. Rate: 353.63 forecasts/min
[2025-12-31T20:36:29.287308] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.288090] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-31T20:36:29.288141] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-31T20:36:29.288172] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-31T20:36:29.288968] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-31T20:36:29.289027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:29.293824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:29.295869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-31T20:36:29.298254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:29.301277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:29.302266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-31T20:36:29.304098] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.348316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:29.351142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:29.374415] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.452062] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2025-12-31T20:36:29.452131] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=53.2426%)
[2025-12-31T20:36:29.452318] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-31T20:36:29.452372] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-31T20:36:29.453659] [INFO ] [main      ] Progress: 397/409 forecasts completed (97.1%). EVAX finished in 0.6s. ETA: 2.0s. Rate: 353.59 forecasts/min
[2025-12-31T20:36:29.463735] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.465596] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-31T20:36:29.465650] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-31T20:36:29.465681] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-31T20:36:29.466476] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-31T20:36:29.466540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:29.468290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:29.468838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:29.469271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-31T20:36:29.470814] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.539287] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-31T20:36:29.539363] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=47.5106%)
[2025-12-31T20:36:29.539763] [INFO ] [main      ] Progress: 398/409 forecasts completed (97.3%). PUK finished in 0.7s. ETA: 1.9s. Rate: 354.03 forecasts/min
[2025-12-31T20:36:29.539898] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-31T20:36:29.539942] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-31T20:36:29.552930] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.554141] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-31T20:36:29.554197] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-31T20:36:29.554229] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-31T20:36:29.555040] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-31T20:36:29.555104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:29.560092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:29.561935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:29.562419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:29.562889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-31T20:36:29.565325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:29.566003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-31T20:36:29.567414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:29.583853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:29.585146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-31T20:36:29.585877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-31T20:36:29.588791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-31T20:36:29.590460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:29.634193] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.688469] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.799257] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.853775] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:29.872253] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-31T20:36:29.872319] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=48.9021%)
[2025-12-31T20:36:29.872693] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-31T20:36:29.872746] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-31T20:36:29.874657] [INFO ] [main      ] Progress: 399/409 forecasts completed (97.6%). HERO finished in 0.6s. ETA: 1.7s. Rate: 353.16 forecasts/min
[2025-12-31T20:36:29.884485] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.885631] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-31T20:36:29.885683] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-31T20:36:29.885714] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-31T20:36:29.886486] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:29.886544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-31T20:36:29.887558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:29.915355] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.916525] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-31T20:36:29.916607] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=42.3952%)
[2025-12-31T20:36:29.916764] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-31T20:36:29.916808] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-31T20:36:29.918670] [INFO ] [main      ] Progress: 400/409 forecasts completed (97.8%). RCS finished in 0.7s. ETA: 1.5s. Rate: 353.82 forecasts/min
[2025-12-31T20:36:29.927666] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:29.928671] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-31T20:36:29.928724] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-31T20:36:29.928755] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-31T20:36:29.929546] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:29.929628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:29.934496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:29.936288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:29.936785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:29.937221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:29.937625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-31T20:36:29.938357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:29.939225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:29.940476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-31T20:36:29.940477] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-31
[2025-12-31T20:36:29.941850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.088353] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.111004] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.150701] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-31T20:36:30.150768] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=58.6258%)
[2025-12-31T20:36:30.151140] [INFO ] [main      ] Progress: 401/409 forecasts completed (98.0%). STTK finished in 0.6s. ETA: 1.4s. Rate: 353.49 forecasts/min
[2025-12-31T20:36:30.151295] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-31T20:36:30.151338] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-31T20:36:30.163280] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:30.164646] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-31T20:36:30.164708] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-31T20:36:30.164739] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-31T20:36:30.165554] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-31T20:36:30.165631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-31T20:36:30.166270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-31T20:36:30.167713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.222143] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-31T20:36:30.222211] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=66.1376%)
[2025-12-31T20:36:30.222600] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-31T20:36:30.222654] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-31T20:36:30.222658] [INFO ] [main      ] Progress: 402/409 forecasts completed (98.3%). FCX finished in 0.8s. ETA: 1.2s. Rate: 354.00 forecasts/min
[2025-12-31T20:36:30.225519] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-31
[2025-12-31T20:36:30.233593] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:30.234723] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-31T20:36:30.234775] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-31T20:36:30.234806] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-31T20:36:30.235621] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:30.235684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-31T20:36:30.236603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-31T20:36:30.237844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-31T20:36:30.242073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-31T20:36:30.244052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-31T20:36:30.258703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.281613] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-31
[2025-12-31T20:36:30.394288] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.450310] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.510431] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-31
[2025-12-31T20:36:30.548844] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-31T20:36:30.548913] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=37.77% (Conf=37.298%)
[2025-12-31T20:36:30.549281] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-31T20:36:30.549333] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-31T20:36:30.549657] [INFO ] [main      ] Progress: 403/409 forecasts completed (98.5%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 353.19 forecasts/min
[2025-12-31T20:36:30.553662] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-31T20:36:30.553727] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=50.3857%)
[2025-12-31T20:36:30.553884] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-31T20:36:30.553928] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-31T20:36:30.554616] [INFO ] [main      ] Progress: 404/409 forecasts completed (98.8%). MAA finished in 0.6s. ETA: 0.8s. Rate: 354.04 forecasts/min
[2025-12-31T20:36:30.562212] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:30.563283] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-31T20:36:30.563335] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-31T20:36:30.563366] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-31T20:36:30.564179] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-31T20:36:30.564239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-31T20:36:30.564535] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:30.565164] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-31T20:36:30.565213] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-31T20:36:30.565245] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-31T20:36:30.566021] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-31T20:36:30.566084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:30.567781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:30.568297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:30.568705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-31T20:36:30.569199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-31T20:36:30.570733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:30.570990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-31T20:36:30.571209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-31T20:36:30.571469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-31T20:36:30.571925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-31T20:36:30.572229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-31T20:36:30.572307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.573847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-31T20:36:30.574890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-31T20:36:30.575583] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.598050] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-31
[2025-12-31T20:36:30.677930] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.744843] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-31T20:36:30.744908] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=54.7481%)
[2025-12-31T20:36:30.745264] [INFO ] [main      ] Progress: 405/409 forecasts completed (99.0%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 353.93 forecasts/min
[2025-12-31T20:36:30.745387] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-31T20:36:30.745431] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-31T20:36:30.756926] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-31T20:36:30.758063] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-31T20:36:30.758113] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-31T20:36:30.758144] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-31T20:36:30.758944] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-31T20:36:30.759002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-31T20:36:30.759907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-31T20:36:30.767966] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:30.836557] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-31T20:36:30.836651] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=53.2527%)
[2025-12-31T20:36:30.837868] [INFO ] [main      ] Progress: 406/409 forecasts completed (99.3%). REAX finished in 0.6s. ETA: 0.5s. Rate: 354.32 forecasts/min
[2025-12-31T20:36:30.909447] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-31
[2025-12-31T20:36:30.921993] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-31
[2025-12-31T20:36:31.076501] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:31.090147] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:31.098314] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-31
[2025-12-31T20:36:31.139389] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-31T20:36:31.139458] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=52.416%)
[2025-12-31T20:36:31.140659] [INFO ] [main      ] Progress: 407/409 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 353.64 forecasts/min
[2025-12-31T20:36:31.153323] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-31T20:36:31.153391] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=42.6694%)
[2025-12-31T20:36:31.153748] [INFO ] [main      ] Progress: 408/409 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 354.44 forecasts/min
[2025-12-31T20:36:31.266884] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-02
[2025-12-31T20:36:31.324397] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-31T20:36:31.324470] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.9223%)
[2025-12-31T20:36:31.324979] [INFO ] [main      ] Progress: 409/409 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 354.43 forecasts/min
[2025-12-31T20:36:31.355219] [INFO ] [main      ] Parallel forecast generation completed in 1m 9s. Processed 409 forecasts.
[2025-12-31T20:36:31.355366] [INFO ] [main      ] Generated and saved 409 forecast pairs.
[2025-12-31T20:36:32.082220] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (409/409 @ 100.00%)'
[2025-12-31T20:36:32.083695] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-31T20:36:32.083762] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-31T20:36:32.084080] [INFO ] [main      ] Found 32 forecast dates
[2025-12-31T20:36:32.084117] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-31T20:36:32.204807] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-31T20:36:32.208858] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-31T20:36:32.208972] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-31T20:36:32.301140] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-31T20:36:32.302775] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-31T20:36:32.302892] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-31T20:36:32.429290] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-31T20:36:32.431075] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-31T20:36:32.431204] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-31T20:36:32.523506] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-31T20:36:32.525066] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-31T20:36:32.525158] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-31T20:36:32.641407] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-31T20:36:32.662388] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-31T20:36:32.662485] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-31T20:36:32.777093] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-31T20:36:32.779039] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-31T20:36:32.779154] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-31T20:36:32.888203] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-31T20:36:32.890810] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-31T20:36:32.890923] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-31T20:36:32.991201] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-31T20:36:32.992878] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-31T20:36:32.992974] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-31T20:36:33.203497] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-31T20:36:33.207156] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-31T20:36:33.207335] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-31T20:36:33.392865] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-31T20:36:33.395722] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-31T20:36:33.395870] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-31T20:36:33.593120] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-31T20:36:33.595848] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-31T20:36:33.596054] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-31T20:36:33.824143] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-31T20:36:33.827514] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-31T20:36:33.827695] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-31T20:36:34.060546] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-31T20:36:34.063854] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-31T20:36:34.064027] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-31T20:36:34.273184] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-31T20:36:34.276552] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-31T20:36:34.276742] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-31T20:36:34.482352] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-31T20:36:34.485684] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-31T20:36:34.485876] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-31T20:36:34.688155] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-31T20:36:34.691512] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-31T20:36:34.691715] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-31T20:36:34.798808] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-31T20:36:34.800514] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-31T20:36:34.800635] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-31T20:36:34.912057] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-31T20:36:34.913679] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-31T20:36:34.913778] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-31T20:36:35.344520] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-31T20:36:35.346123] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-31T20:36:35.346231] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-31T20:36:35.476314] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-31T20:36:35.477856] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-31T20:36:35.477950] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-31T20:36:35.586262] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-31T20:36:35.587879] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-31T20:36:35.587984] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-31T20:36:35.708293] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-31T20:36:35.710116] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-31T20:36:35.710244] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-31T20:36:35.817551] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-31T20:36:35.819171] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-31T20:36:35.819294] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-31T20:36:35.908606] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-31T20:36:35.910198] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-31T20:36:35.910304] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-31T20:36:36.020686] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-31T20:36:36.022550] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-31T20:36:36.022666] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-31T20:36:36.121877] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-31T20:36:36.123430] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-31T20:36:36.123528] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-31T20:36:36.221942] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-31T20:36:36.223424] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-31T20:36:36.223521] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-31T20:36:36.296691] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2025-12-31T20:36:36.298016] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-31T20:36:36.298110] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2025-12-31T20:36:36.378467] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2025-12-31T20:36:36.380016] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2025-12-31T20:36:36.380113] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2025-12-31T20:36:36.466648] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2025-12-31T20:36:36.468176] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2025-12-31T20:36:36.468276] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2025-12-31T20:36:36.553027] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2025-12-31T20:36:36.554614] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2025-12-31T20:36:36.554720] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2025-12-31T20:36:36.563726] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2025-12-31T20:36:36.563816] [INFO ] [main      ] Generated 32/32 forecast reports
[2025-12-31T20:36:36.563865] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-02.txt
[2025-12-31T20:36:37.373870] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-02'
[2025-12-31T20:36:37.374038] [INFO ] [main      ] Forecast report email sent for 2026-01-02
[2025-12-31T20:36:37.374157] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-31T20:36:37.374385] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-31T20:36:37.374603] [INFO ] [STATE     ] Last completion updated: 2025-12-31T20:36:37.374467